1 //===- SampleProfile.cpp - Incorporate sample profiles into the IR --------===//
2 //
3 // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
4 // See https://llvm.org/LICENSE.txt for license information.
5 // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
6 //
7 //===----------------------------------------------------------------------===//
8 //
9 // This file implements the SampleProfileLoader transformation. This pass
10 // reads a profile file generated by a sampling profiler (e.g. Linux Perf -
11 // http://perf.wiki.kernel.org/) and generates IR metadata to reflect the
12 // profile information in the given profile.
13 //
14 // This pass generates branch weight annotations on the IR:
15 //
16 // - prof: Represents branch weights. This annotation is added to branches
17 //      to indicate the weights of each edge coming out of the branch.
18 //      The weight of each edge is the weight of the target block for
19 //      that edge. The weight of a block B is computed as the maximum
20 //      number of samples found in B.
21 //
22 //===----------------------------------------------------------------------===//
23 
24 #include "llvm/Transforms/IPO/SampleProfile.h"
25 #include "llvm/ADT/ArrayRef.h"
26 #include "llvm/ADT/DenseMap.h"
27 #include "llvm/ADT/DenseSet.h"
28 #include "llvm/ADT/None.h"
29 #include "llvm/ADT/PriorityQueue.h"
30 #include "llvm/ADT/SCCIterator.h"
31 #include "llvm/ADT/SmallPtrSet.h"
32 #include "llvm/ADT/SmallSet.h"
33 #include "llvm/ADT/SmallVector.h"
34 #include "llvm/ADT/Statistic.h"
35 #include "llvm/ADT/StringMap.h"
36 #include "llvm/ADT/StringRef.h"
37 #include "llvm/ADT/Twine.h"
38 #include "llvm/Analysis/AssumptionCache.h"
39 #include "llvm/Analysis/BlockFrequencyInfoImpl.h"
40 #include "llvm/Analysis/CallGraph.h"
41 #include "llvm/Analysis/CallGraphSCCPass.h"
42 #include "llvm/Analysis/InlineAdvisor.h"
43 #include "llvm/Analysis/InlineCost.h"
44 #include "llvm/Analysis/LoopInfo.h"
45 #include "llvm/Analysis/OptimizationRemarkEmitter.h"
46 #include "llvm/Analysis/PostDominators.h"
47 #include "llvm/Analysis/ProfileSummaryInfo.h"
48 #include "llvm/Analysis/ReplayInlineAdvisor.h"
49 #include "llvm/Analysis/TargetLibraryInfo.h"
50 #include "llvm/Analysis/TargetTransformInfo.h"
51 #include "llvm/IR/BasicBlock.h"
52 #include "llvm/IR/CFG.h"
53 #include "llvm/IR/DebugInfoMetadata.h"
54 #include "llvm/IR/DebugLoc.h"
55 #include "llvm/IR/DiagnosticInfo.h"
56 #include "llvm/IR/Dominators.h"
57 #include "llvm/IR/Function.h"
58 #include "llvm/IR/GlobalValue.h"
59 #include "llvm/IR/InstrTypes.h"
60 #include "llvm/IR/Instruction.h"
61 #include "llvm/IR/Instructions.h"
62 #include "llvm/IR/IntrinsicInst.h"
63 #include "llvm/IR/LLVMContext.h"
64 #include "llvm/IR/MDBuilder.h"
65 #include "llvm/IR/Module.h"
66 #include "llvm/IR/PassManager.h"
67 #include "llvm/IR/ValueSymbolTable.h"
68 #include "llvm/InitializePasses.h"
69 #include "llvm/Pass.h"
70 #include "llvm/ProfileData/InstrProf.h"
71 #include "llvm/ProfileData/SampleProf.h"
72 #include "llvm/ProfileData/SampleProfReader.h"
73 #include "llvm/Support/Casting.h"
74 #include "llvm/Support/CommandLine.h"
75 #include "llvm/Support/Debug.h"
76 #include "llvm/Support/ErrorHandling.h"
77 #include "llvm/Support/ErrorOr.h"
78 #include "llvm/Support/GenericDomTree.h"
79 #include "llvm/Support/raw_ostream.h"
80 #include "llvm/Transforms/IPO.h"
81 #include "llvm/Transforms/IPO/ProfiledCallGraph.h"
82 #include "llvm/Transforms/IPO/SampleContextTracker.h"
83 #include "llvm/Transforms/IPO/SampleProfileProbe.h"
84 #include "llvm/Transforms/Instrumentation.h"
85 #include "llvm/Transforms/Utils/CallPromotionUtils.h"
86 #include "llvm/Transforms/Utils/Cloning.h"
87 #include "llvm/Transforms/Utils/SampleProfileLoaderBaseImpl.h"
88 #include "llvm/Transforms/Utils/SampleProfileLoaderBaseUtil.h"
89 #include <algorithm>
90 #include <cassert>
91 #include <cstdint>
92 #include <functional>
93 #include <limits>
94 #include <map>
95 #include <memory>
96 #include <queue>
97 #include <string>
98 #include <system_error>
99 #include <utility>
100 #include <vector>
101 
102 using namespace llvm;
103 using namespace sampleprof;
104 using namespace llvm::sampleprofutil;
105 using ProfileCount = Function::ProfileCount;
106 #define DEBUG_TYPE "sample-profile"
107 #define CSINLINE_DEBUG DEBUG_TYPE "-inline"
108 
109 STATISTIC(NumCSInlined,
110           "Number of functions inlined with context sensitive profile");
111 STATISTIC(NumCSNotInlined,
112           "Number of functions not inlined with context sensitive profile");
113 STATISTIC(NumMismatchedProfile,
114           "Number of functions with CFG mismatched profile");
115 STATISTIC(NumMatchedProfile, "Number of functions with CFG matched profile");
116 STATISTIC(NumDuplicatedInlinesite,
117           "Number of inlined callsites with a partial distribution factor");
118 
119 STATISTIC(NumCSInlinedHitMinLimit,
120           "Number of functions with FDO inline stopped due to min size limit");
121 STATISTIC(NumCSInlinedHitMaxLimit,
122           "Number of functions with FDO inline stopped due to max size limit");
123 STATISTIC(
124     NumCSInlinedHitGrowthLimit,
125     "Number of functions with FDO inline stopped due to growth size limit");
126 
127 // Command line option to specify the file to read samples from. This is
128 // mainly used for debugging.
129 static cl::opt<std::string> SampleProfileFile(
130     "sample-profile-file", cl::init(""), cl::value_desc("filename"),
131     cl::desc("Profile file loaded by -sample-profile"), cl::Hidden);
132 
133 // The named file contains a set of transformations that may have been applied
134 // to the symbol names between the program from which the sample data was
135 // collected and the current program's symbols.
136 static cl::opt<std::string> SampleProfileRemappingFile(
137     "sample-profile-remapping-file", cl::init(""), cl::value_desc("filename"),
138     cl::desc("Profile remapping file loaded by -sample-profile"), cl::Hidden);
139 
140 static cl::opt<bool> ProfileSampleAccurate(
141     "profile-sample-accurate", cl::Hidden, cl::init(false),
142     cl::desc("If the sample profile is accurate, we will mark all un-sampled "
143              "callsite and function as having 0 samples. Otherwise, treat "
144              "un-sampled callsites and functions conservatively as unknown. "));
145 
146 static cl::opt<bool> ProfileAccurateForSymsInList(
147     "profile-accurate-for-symsinlist", cl::Hidden, cl::ZeroOrMore,
148     cl::init(true),
149     cl::desc("For symbols in profile symbol list, regard their profiles to "
150              "be accurate. It may be overriden by profile-sample-accurate. "));
151 
152 static cl::opt<bool> ProfileMergeInlinee(
153     "sample-profile-merge-inlinee", cl::Hidden, cl::init(true),
154     cl::desc("Merge past inlinee's profile to outline version if sample "
155              "profile loader decided not to inline a call site. It will "
156              "only be enabled when top-down order of profile loading is "
157              "enabled. "));
158 
159 static cl::opt<bool> ProfileTopDownLoad(
160     "sample-profile-top-down-load", cl::Hidden, cl::init(true),
161     cl::desc("Do profile annotation and inlining for functions in top-down "
162              "order of call graph during sample profile loading. It only "
163              "works for new pass manager. "));
164 
165 static cl::opt<bool>
166     UseProfiledCallGraph("use-profiled-call-graph", cl::init(true), cl::Hidden,
167                          cl::desc("Process functions in a top-down order "
168                                   "defined by the profiled call graph when "
169                                   "-sample-profile-top-down-load is on."));
170 
171 static cl::opt<bool> ProfileSizeInline(
172     "sample-profile-inline-size", cl::Hidden, cl::init(false),
173     cl::desc("Inline cold call sites in profile loader if it's beneficial "
174              "for code size."));
175 
176 cl::opt<int> ProfileInlineGrowthLimit(
177     "sample-profile-inline-growth-limit", cl::Hidden, cl::init(12),
178     cl::desc("The size growth ratio limit for proirity-based sample profile "
179              "loader inlining."));
180 
181 cl::opt<int> ProfileInlineLimitMin(
182     "sample-profile-inline-limit-min", cl::Hidden, cl::init(100),
183     cl::desc("The lower bound of size growth limit for "
184              "proirity-based sample profile loader inlining."));
185 
186 cl::opt<int> ProfileInlineLimitMax(
187     "sample-profile-inline-limit-max", cl::Hidden, cl::init(10000),
188     cl::desc("The upper bound of size growth limit for "
189              "proirity-based sample profile loader inlining."));
190 
191 cl::opt<int> SampleHotCallSiteThreshold(
192     "sample-profile-hot-inline-threshold", cl::Hidden, cl::init(3000),
193     cl::desc("Hot callsite threshold for proirity-based sample profile loader "
194              "inlining."));
195 
196 cl::opt<int> SampleColdCallSiteThreshold(
197     "sample-profile-cold-inline-threshold", cl::Hidden, cl::init(45),
198     cl::desc("Threshold for inlining cold callsites"));
199 
200 static cl::opt<unsigned> ProfileICPRelativeHotness(
201     "sample-profile-icp-relative-hotness", cl::Hidden, cl::init(25),
202     cl::desc(
203         "Relative hotness percentage threshold for indirect "
204         "call promotion in proirity-based sample profile loader inlining."));
205 
206 static cl::opt<unsigned> ProfileICPRelativeHotnessSkip(
207     "sample-profile-icp-relative-hotness-skip", cl::Hidden, cl::init(1),
208     cl::desc(
209         "Skip relative hotness check for ICP up to given number of targets."));
210 
211 static cl::opt<bool> CallsitePrioritizedInline(
212     "sample-profile-prioritized-inline", cl::Hidden, cl::ZeroOrMore,
213     cl::init(false),
214     cl::desc("Use call site prioritized inlining for sample profile loader."
215              "Currently only CSSPGO is supported."));
216 
217 static cl::opt<std::string> ProfileInlineReplayFile(
218     "sample-profile-inline-replay", cl::init(""), cl::value_desc("filename"),
219     cl::desc(
220         "Optimization remarks file containing inline remarks to be replayed "
221         "by inlining from sample profile loader."),
222     cl::Hidden);
223 
224 static cl::opt<unsigned>
225     MaxNumPromotions("sample-profile-icp-max-prom", cl::init(3), cl::Hidden,
226                      cl::ZeroOrMore,
227                      cl::desc("Max number of promotions for a single indirect "
228                               "call callsite in sample profile loader"));
229 
230 static cl::opt<bool> OverwriteExistingWeights(
231     "overwrite-existing-weights", cl::Hidden, cl::init(false),
232     cl::desc("Ignore existing branch weights on IR and always overwrite."));
233 
234 namespace {
235 
236 using BlockWeightMap = DenseMap<const BasicBlock *, uint64_t>;
237 using EquivalenceClassMap = DenseMap<const BasicBlock *, const BasicBlock *>;
238 using Edge = std::pair<const BasicBlock *, const BasicBlock *>;
239 using EdgeWeightMap = DenseMap<Edge, uint64_t>;
240 using BlockEdgeMap =
241     DenseMap<const BasicBlock *, SmallVector<const BasicBlock *, 8>>;
242 
243 class GUIDToFuncNameMapper {
244 public:
GUIDToFuncNameMapper(Module & M,SampleProfileReader & Reader,DenseMap<uint64_t,StringRef> & GUIDToFuncNameMap)245   GUIDToFuncNameMapper(Module &M, SampleProfileReader &Reader,
246                        DenseMap<uint64_t, StringRef> &GUIDToFuncNameMap)
247       : CurrentReader(Reader), CurrentModule(M),
248         CurrentGUIDToFuncNameMap(GUIDToFuncNameMap) {
249     if (!CurrentReader.useMD5())
250       return;
251 
252     for (const auto &F : CurrentModule) {
253       StringRef OrigName = F.getName();
254       CurrentGUIDToFuncNameMap.insert(
255           {Function::getGUID(OrigName), OrigName});
256 
257       // Local to global var promotion used by optimization like thinlto
258       // will rename the var and add suffix like ".llvm.xxx" to the
259       // original local name. In sample profile, the suffixes of function
260       // names are all stripped. Since it is possible that the mapper is
261       // built in post-thin-link phase and var promotion has been done,
262       // we need to add the substring of function name without the suffix
263       // into the GUIDToFuncNameMap.
264       StringRef CanonName = FunctionSamples::getCanonicalFnName(F);
265       if (CanonName != OrigName)
266         CurrentGUIDToFuncNameMap.insert(
267             {Function::getGUID(CanonName), CanonName});
268     }
269 
270     // Update GUIDToFuncNameMap for each function including inlinees.
271     SetGUIDToFuncNameMapForAll(&CurrentGUIDToFuncNameMap);
272   }
273 
~GUIDToFuncNameMapper()274   ~GUIDToFuncNameMapper() {
275     if (!CurrentReader.useMD5())
276       return;
277 
278     CurrentGUIDToFuncNameMap.clear();
279 
280     // Reset GUIDToFuncNameMap for of each function as they're no
281     // longer valid at this point.
282     SetGUIDToFuncNameMapForAll(nullptr);
283   }
284 
285 private:
SetGUIDToFuncNameMapForAll(DenseMap<uint64_t,StringRef> * Map)286   void SetGUIDToFuncNameMapForAll(DenseMap<uint64_t, StringRef> *Map) {
287     std::queue<FunctionSamples *> FSToUpdate;
288     for (auto &IFS : CurrentReader.getProfiles()) {
289       FSToUpdate.push(&IFS.second);
290     }
291 
292     while (!FSToUpdate.empty()) {
293       FunctionSamples *FS = FSToUpdate.front();
294       FSToUpdate.pop();
295       FS->GUIDToFuncNameMap = Map;
296       for (const auto &ICS : FS->getCallsiteSamples()) {
297         const FunctionSamplesMap &FSMap = ICS.second;
298         for (auto &IFS : FSMap) {
299           FunctionSamples &FS = const_cast<FunctionSamples &>(IFS.second);
300           FSToUpdate.push(&FS);
301         }
302       }
303     }
304   }
305 
306   SampleProfileReader &CurrentReader;
307   Module &CurrentModule;
308   DenseMap<uint64_t, StringRef> &CurrentGUIDToFuncNameMap;
309 };
310 
311 // Inline candidate used by iterative callsite prioritized inliner
312 struct InlineCandidate {
313   CallBase *CallInstr;
314   const FunctionSamples *CalleeSamples;
315   // Prorated callsite count, which will be used to guide inlining. For example,
316   // if a callsite is duplicated in LTO prelink, then in LTO postlink the two
317   // copies will get their own distribution factors and their prorated counts
318   // will be used to decide if they should be inlined independently.
319   uint64_t CallsiteCount;
320   // Call site distribution factor to prorate the profile samples for a
321   // duplicated callsite. Default value is 1.0.
322   float CallsiteDistribution;
323 };
324 
325 // Inline candidate comparer using call site weight
326 struct CandidateComparer {
operator ()__anon58a3eeb40111::CandidateComparer327   bool operator()(const InlineCandidate &LHS, const InlineCandidate &RHS) {
328     if (LHS.CallsiteCount != RHS.CallsiteCount)
329       return LHS.CallsiteCount < RHS.CallsiteCount;
330 
331     const FunctionSamples *LCS = LHS.CalleeSamples;
332     const FunctionSamples *RCS = RHS.CalleeSamples;
333     assert(LCS && RCS && "Expect non-null FunctionSamples");
334 
335     // Tie breaker using number of samples try to favor smaller functions first
336     if (LCS->getBodySamples().size() != RCS->getBodySamples().size())
337       return LCS->getBodySamples().size() > RCS->getBodySamples().size();
338 
339     // Tie breaker using GUID so we have stable/deterministic inlining order
340     return LCS->getGUID(LCS->getName()) < RCS->getGUID(RCS->getName());
341   }
342 };
343 
344 using CandidateQueue =
345     PriorityQueue<InlineCandidate, std::vector<InlineCandidate>,
346                   CandidateComparer>;
347 
348 /// Sample profile pass.
349 ///
350 /// This pass reads profile data from the file specified by
351 /// -sample-profile-file and annotates every affected function with the
352 /// profile information found in that file.
353 class SampleProfileLoader final
354     : public SampleProfileLoaderBaseImpl<BasicBlock> {
355 public:
SampleProfileLoader(StringRef Name,StringRef RemapName,ThinOrFullLTOPhase LTOPhase,std::function<AssumptionCache & (Function &)> GetAssumptionCache,std::function<TargetTransformInfo & (Function &)> GetTargetTransformInfo,std::function<const TargetLibraryInfo & (Function &)> GetTLI)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)),
362         GetAC(std::move(GetAssumptionCache)),
363         GetTTI(std::move(GetTargetTransformInfo)), GetTLI(std::move(GetTLI)),
364         RemappingFilename(std::string(RemapName)), LTOPhase(LTOPhase) {}
365 
366   bool doInitialization(Module &M, FunctionAnalysisManager *FAM = nullptr);
367   bool runOnModule(Module &M, ModuleAnalysisManager *AM,
368                    ProfileSummaryInfo *_PSI, CallGraph *CG);
369 
370 protected:
371   bool runOnFunction(Function &F, ModuleAnalysisManager *AM);
372   bool emitAnnotations(Function &F);
373   ErrorOr<uint64_t> getInstWeight(const Instruction &I) override;
374   ErrorOr<uint64_t> getProbeWeight(const Instruction &I);
375   const FunctionSamples *findCalleeFunctionSamples(const CallBase &I) const;
376   const FunctionSamples *
377   findFunctionSamples(const Instruction &I) const override;
378   std::vector<const FunctionSamples *>
379   findIndirectCallFunctionSamples(const Instruction &I, uint64_t &Sum) const;
380   void findExternalInlineCandidate(const FunctionSamples *Samples,
381                                    DenseSet<GlobalValue::GUID> &InlinedGUIDs,
382                                    const StringMap<Function *> &SymbolMap,
383                                    uint64_t Threshold);
384   // Attempt to promote indirect call and also inline the promoted call
385   bool tryPromoteAndInlineCandidate(
386       Function &F, InlineCandidate &Candidate, uint64_t SumOrigin,
387       uint64_t &Sum, SmallVector<CallBase *, 8> *InlinedCallSites = nullptr);
388   bool inlineHotFunctions(Function &F,
389                           DenseSet<GlobalValue::GUID> &InlinedGUIDs);
390   InlineCost shouldInlineCandidate(InlineCandidate &Candidate);
391   bool getInlineCandidate(InlineCandidate *NewCandidate, CallBase *CB);
392   bool
393   tryInlineCandidate(InlineCandidate &Candidate,
394                      SmallVector<CallBase *, 8> *InlinedCallSites = nullptr);
395   bool
396   inlineHotFunctionsWithPriority(Function &F,
397                                  DenseSet<GlobalValue::GUID> &InlinedGUIDs);
398   // Inline cold/small functions in addition to hot ones
399   bool shouldInlineColdCallee(CallBase &CallInst);
400   void emitOptimizationRemarksForInlineCandidates(
401       const SmallVectorImpl<CallBase *> &Candidates, const Function &F,
402       bool Hot);
403   std::vector<Function *> buildFunctionOrder(Module &M, CallGraph *CG);
404   std::unique_ptr<ProfiledCallGraph> buildProfiledCallGraph(CallGraph &CG);
405   void generateMDProfMetadata(Function &F);
406 
407   /// Map from function name to Function *. Used to find the function from
408   /// the function name. If the function name contains suffix, additional
409   /// entry is added to map from the stripped name to the function if there
410   /// is one-to-one mapping.
411   StringMap<Function *> SymbolMap;
412 
413   std::function<AssumptionCache &(Function &)> GetAC;
414   std::function<TargetTransformInfo &(Function &)> GetTTI;
415   std::function<const TargetLibraryInfo &(Function &)> GetTLI;
416 
417   /// Profile tracker for different context.
418   std::unique_ptr<SampleContextTracker> ContextTracker;
419 
420   /// Name of the profile remapping file to load.
421   std::string RemappingFilename;
422 
423   /// Flag indicating whether input profile is context-sensitive
424   bool ProfileIsCS = false;
425 
426   /// Flag indicating which LTO/ThinLTO phase the pass is invoked in.
427   ///
428   /// We need to know the LTO phase because for example in ThinLTOPrelink
429   /// phase, in annotation, we should not promote indirect calls. Instead,
430   /// we will mark GUIDs that needs to be annotated to the function.
431   ThinOrFullLTOPhase LTOPhase;
432 
433   /// Profle Symbol list tells whether a function name appears in the binary
434   /// used to generate the current profile.
435   std::unique_ptr<ProfileSymbolList> PSL;
436 
437   /// Total number of samples collected in this profile.
438   ///
439   /// This is the sum of all the samples collected in all the functions executed
440   /// at runtime.
441   uint64_t TotalCollectedSamples = 0;
442 
443   // Information recorded when we declined to inline a call site
444   // because we have determined it is too cold is accumulated for
445   // each callee function. Initially this is just the entry count.
446   struct NotInlinedProfileInfo {
447     uint64_t entryCount;
448   };
449   DenseMap<Function *, NotInlinedProfileInfo> notInlinedCallInfo;
450 
451   // GUIDToFuncNameMap saves the mapping from GUID to the symbol name, for
452   // all the function symbols defined or declared in current module.
453   DenseMap<uint64_t, StringRef> GUIDToFuncNameMap;
454 
455   // All the Names used in FunctionSamples including outline function
456   // names, inline instance names and call target names.
457   StringSet<> NamesInProfile;
458 
459   // For symbol in profile symbol list, whether to regard their profiles
460   // to be accurate. It is mainly decided by existance of profile symbol
461   // list and -profile-accurate-for-symsinlist flag, but it can be
462   // overriden by -profile-sample-accurate or profile-sample-accurate
463   // attribute.
464   bool ProfAccForSymsInList;
465 
466   // External inline advisor used to replay inline decision from remarks.
467   std::unique_ptr<ReplayInlineAdvisor> ExternalInlineAdvisor;
468 
469   // A pseudo probe helper to correlate the imported sample counts.
470   std::unique_ptr<PseudoProbeManager> ProbeManager;
471 };
472 
473 class SampleProfileLoaderLegacyPass : public ModulePass {
474 public:
475   // Class identification, replacement for typeinfo
476   static char ID;
477 
SampleProfileLoaderLegacyPass(StringRef Name=SampleProfileFile,ThinOrFullLTOPhase LTOPhase=ThinOrFullLTOPhase::None)478   SampleProfileLoaderLegacyPass(
479       StringRef Name = SampleProfileFile,
480       ThinOrFullLTOPhase LTOPhase = ThinOrFullLTOPhase::None)
481       : ModulePass(ID), SampleLoader(
482                             Name, SampleProfileRemappingFile, LTOPhase,
483                             [&](Function &F) -> AssumptionCache & {
484                               return ACT->getAssumptionCache(F);
485                             },
__anon58a3eeb40302(Function &F) 486                             [&](Function &F) -> TargetTransformInfo & {
487                               return TTIWP->getTTI(F);
488                             },
__anon58a3eeb40402(Function &F) 489                             [&](Function &F) -> TargetLibraryInfo & {
490                               return TLIWP->getTLI(F);
491                             }) {
492     initializeSampleProfileLoaderLegacyPassPass(
493         *PassRegistry::getPassRegistry());
494   }
495 
dump()496   void dump() { SampleLoader.dump(); }
497 
doInitialization(Module & M)498   bool doInitialization(Module &M) override {
499     return SampleLoader.doInitialization(M);
500   }
501 
getPassName() const502   StringRef getPassName() const override { return "Sample profile pass"; }
503   bool runOnModule(Module &M) override;
504 
getAnalysisUsage(AnalysisUsage & AU) const505   void getAnalysisUsage(AnalysisUsage &AU) const override {
506     AU.addRequired<AssumptionCacheTracker>();
507     AU.addRequired<TargetTransformInfoWrapperPass>();
508     AU.addRequired<TargetLibraryInfoWrapperPass>();
509     AU.addRequired<ProfileSummaryInfoWrapperPass>();
510   }
511 
512 private:
513   SampleProfileLoader SampleLoader;
514   AssumptionCacheTracker *ACT = nullptr;
515   TargetTransformInfoWrapperPass *TTIWP = nullptr;
516   TargetLibraryInfoWrapperPass *TLIWP = nullptr;
517 };
518 
519 } // end anonymous namespace
520 
getInstWeight(const Instruction & Inst)521 ErrorOr<uint64_t> SampleProfileLoader::getInstWeight(const Instruction &Inst) {
522   if (FunctionSamples::ProfileIsProbeBased)
523     return getProbeWeight(Inst);
524 
525   const DebugLoc &DLoc = Inst.getDebugLoc();
526   if (!DLoc)
527     return std::error_code();
528 
529   // Ignore all intrinsics, phinodes and branch instructions.
530   // Branch and phinodes instruction usually contains debug info from sources
531   // outside of the residing basic block, thus we ignore them during annotation.
532   if (isa<BranchInst>(Inst) || isa<IntrinsicInst>(Inst) || isa<PHINode>(Inst))
533     return std::error_code();
534 
535   // For non-CS profile, if a direct call/invoke instruction is inlined in
536   // profile (findCalleeFunctionSamples returns non-empty result), but not
537   // inlined here, it means that the inlined callsite has no sample, thus the
538   // call instruction should have 0 count.
539   // For CS profile, the callsite count of previously inlined callees is
540   // populated with the entry count of the callees.
541   if (!ProfileIsCS)
542     if (const auto *CB = dyn_cast<CallBase>(&Inst))
543       if (!CB->isIndirectCall() && findCalleeFunctionSamples(*CB))
544         return 0;
545 
546   return getInstWeightImpl(Inst);
547 }
548 
549 // Here use error_code to represent: 1) The dangling probe. 2) Ignore the weight
550 // of non-probe instruction. So if all instructions of the BB give error_code,
551 // tell the inference algorithm to infer the BB weight.
getProbeWeight(const Instruction & Inst)552 ErrorOr<uint64_t> SampleProfileLoader::getProbeWeight(const Instruction &Inst) {
553   assert(FunctionSamples::ProfileIsProbeBased &&
554          "Profile is not pseudo probe based");
555   Optional<PseudoProbe> Probe = extractProbe(Inst);
556   // Ignore the non-probe instruction. If none of the instruction in the BB is
557   // probe, we choose to infer the BB's weight.
558   if (!Probe)
559     return std::error_code();
560 
561   const FunctionSamples *FS = findFunctionSamples(Inst);
562   // If none of the instruction has FunctionSample, we choose to return zero
563   // value sample to indicate the BB is cold. This could happen when the
564   // instruction is from inlinee and no profile data is found.
565   // FIXME: This should not be affected by the source drift issue as 1) if the
566   // newly added function is top-level inliner, it won't match the CFG checksum
567   // in the function profile or 2) if it's the inlinee, the inlinee should have
568   // a profile, otherwise it wouldn't be inlined. For non-probe based profile,
569   // we can improve it by adding a switch for profile-sample-block-accurate for
570   // block level counts in the future.
571   if (!FS)
572     return 0;
573 
574   // For non-CS profile, If a direct call/invoke instruction is inlined in
575   // profile (findCalleeFunctionSamples returns non-empty result), but not
576   // inlined here, it means that the inlined callsite has no sample, thus the
577   // call instruction should have 0 count.
578   // For CS profile, the callsite count of previously inlined callees is
579   // populated with the entry count of the callees.
580   if (!ProfileIsCS)
581     if (const auto *CB = dyn_cast<CallBase>(&Inst))
582       if (!CB->isIndirectCall() && findCalleeFunctionSamples(*CB))
583         return 0;
584 
585   const ErrorOr<uint64_t> &R = FS->findSamplesAt(Probe->Id, 0);
586   if (R) {
587     uint64_t Samples = R.get() * Probe->Factor;
588     bool FirstMark = CoverageTracker.markSamplesUsed(FS, Probe->Id, 0, Samples);
589     if (FirstMark) {
590       ORE->emit([&]() {
591         OptimizationRemarkAnalysis Remark(DEBUG_TYPE, "AppliedSamples", &Inst);
592         Remark << "Applied " << ore::NV("NumSamples", Samples);
593         Remark << " samples from profile (ProbeId=";
594         Remark << ore::NV("ProbeId", Probe->Id);
595         Remark << ", Factor=";
596         Remark << ore::NV("Factor", Probe->Factor);
597         Remark << ", OriginalSamples=";
598         Remark << ore::NV("OriginalSamples", R.get());
599         Remark << ")";
600         return Remark;
601       });
602     }
603     LLVM_DEBUG(dbgs() << "    " << Probe->Id << ":" << Inst
604                       << " - weight: " << R.get() << " - factor: "
605                       << format("%0.2f", Probe->Factor) << ")\n");
606     return Samples;
607   }
608   return R;
609 }
610 
611 /// Get the FunctionSamples for a call instruction.
612 ///
613 /// The FunctionSamples of a call/invoke instruction \p Inst is the inlined
614 /// instance in which that call instruction is calling to. It contains
615 /// all samples that resides in the inlined instance. We first find the
616 /// inlined instance in which the call instruction is from, then we
617 /// traverse its children to find the callsite with the matching
618 /// location.
619 ///
620 /// \param Inst Call/Invoke instruction to query.
621 ///
622 /// \returns The FunctionSamples pointer to the inlined instance.
623 const FunctionSamples *
findCalleeFunctionSamples(const CallBase & Inst) const624 SampleProfileLoader::findCalleeFunctionSamples(const CallBase &Inst) const {
625   const DILocation *DIL = Inst.getDebugLoc();
626   if (!DIL) {
627     return nullptr;
628   }
629 
630   StringRef CalleeName;
631   if (Function *Callee = Inst.getCalledFunction())
632     CalleeName = Callee->getName();
633 
634   if (ProfileIsCS)
635     return ContextTracker->getCalleeContextSamplesFor(Inst, CalleeName);
636 
637   const FunctionSamples *FS = findFunctionSamples(Inst);
638   if (FS == nullptr)
639     return nullptr;
640 
641   return FS->findFunctionSamplesAt(FunctionSamples::getCallSiteIdentifier(DIL),
642                                    CalleeName, Reader->getRemapper());
643 }
644 
645 /// Returns a vector of FunctionSamples that are the indirect call targets
646 /// of \p Inst. The vector is sorted by the total number of samples. Stores
647 /// the total call count of the indirect call in \p Sum.
648 std::vector<const FunctionSamples *>
findIndirectCallFunctionSamples(const Instruction & Inst,uint64_t & Sum) const649 SampleProfileLoader::findIndirectCallFunctionSamples(
650     const Instruction &Inst, uint64_t &Sum) const {
651   const DILocation *DIL = Inst.getDebugLoc();
652   std::vector<const FunctionSamples *> R;
653 
654   if (!DIL) {
655     return R;
656   }
657 
658   auto FSCompare = [](const FunctionSamples *L, const FunctionSamples *R) {
659     assert(L && R && "Expect non-null FunctionSamples");
660     if (L->getEntrySamples() != R->getEntrySamples())
661       return L->getEntrySamples() > R->getEntrySamples();
662     return FunctionSamples::getGUID(L->getName()) <
663            FunctionSamples::getGUID(R->getName());
664   };
665 
666   if (ProfileIsCS) {
667     auto CalleeSamples =
668         ContextTracker->getIndirectCalleeContextSamplesFor(DIL);
669     if (CalleeSamples.empty())
670       return R;
671 
672     // For CSSPGO, we only use target context profile's entry count
673     // as that already includes both inlined callee and non-inlined ones..
674     Sum = 0;
675     for (const auto *const FS : CalleeSamples) {
676       Sum += FS->getEntrySamples();
677       R.push_back(FS);
678     }
679     llvm::sort(R, FSCompare);
680     return R;
681   }
682 
683   const FunctionSamples *FS = findFunctionSamples(Inst);
684   if (FS == nullptr)
685     return R;
686 
687   auto CallSite = FunctionSamples::getCallSiteIdentifier(DIL);
688   auto T = FS->findCallTargetMapAt(CallSite);
689   Sum = 0;
690   if (T)
691     for (const auto &T_C : T.get())
692       Sum += T_C.second;
693   if (const FunctionSamplesMap *M = FS->findFunctionSamplesMapAt(CallSite)) {
694     if (M->empty())
695       return R;
696     for (const auto &NameFS : *M) {
697       Sum += NameFS.second.getEntrySamples();
698       R.push_back(&NameFS.second);
699     }
700     llvm::sort(R, FSCompare);
701   }
702   return R;
703 }
704 
705 const FunctionSamples *
findFunctionSamples(const Instruction & Inst) const706 SampleProfileLoader::findFunctionSamples(const Instruction &Inst) const {
707   if (FunctionSamples::ProfileIsProbeBased) {
708     Optional<PseudoProbe> Probe = extractProbe(Inst);
709     if (!Probe)
710       return nullptr;
711   }
712 
713   const DILocation *DIL = Inst.getDebugLoc();
714   if (!DIL)
715     return Samples;
716 
717   auto it = DILocation2SampleMap.try_emplace(DIL,nullptr);
718   if (it.second) {
719     if (ProfileIsCS)
720       it.first->second = ContextTracker->getContextSamplesFor(DIL);
721     else
722       it.first->second =
723           Samples->findFunctionSamples(DIL, Reader->getRemapper());
724   }
725   return it.first->second;
726 }
727 
728 /// Check whether the indirect call promotion history of \p Inst allows
729 /// the promotion for \p Candidate.
730 /// If the profile count for the promotion candidate \p Candidate is
731 /// NOMORE_ICP_MAGICNUM, it means \p Candidate has already been promoted
732 /// for \p Inst. If we already have at least MaxNumPromotions
733 /// NOMORE_ICP_MAGICNUM count values in the value profile of \p Inst, we
734 /// cannot promote for \p Inst anymore.
doesHistoryAllowICP(const Instruction & Inst,StringRef Candidate)735 static bool doesHistoryAllowICP(const Instruction &Inst, StringRef Candidate) {
736   uint32_t NumVals = 0;
737   uint64_t TotalCount = 0;
738   std::unique_ptr<InstrProfValueData[]> ValueData =
739       std::make_unique<InstrProfValueData[]>(MaxNumPromotions);
740   bool Valid =
741       getValueProfDataFromInst(Inst, IPVK_IndirectCallTarget, MaxNumPromotions,
742                                ValueData.get(), NumVals, TotalCount, true);
743   // No valid value profile so no promoted targets have been recorded
744   // before. Ok to do ICP.
745   if (!Valid)
746     return true;
747 
748   unsigned NumPromoted = 0;
749   for (uint32_t I = 0; I < NumVals; I++) {
750     if (ValueData[I].Count != NOMORE_ICP_MAGICNUM)
751       continue;
752 
753     // If the promotion candidate has NOMORE_ICP_MAGICNUM count in the
754     // metadata, it means the candidate has been promoted for this
755     // indirect call.
756     if (ValueData[I].Value == Function::getGUID(Candidate))
757       return false;
758     NumPromoted++;
759     // If already have MaxNumPromotions promotion, don't do it anymore.
760     if (NumPromoted == MaxNumPromotions)
761       return false;
762   }
763   return true;
764 }
765 
766 /// Update indirect call target profile metadata for \p Inst.
767 /// Usually \p Sum is the sum of counts of all the targets for \p Inst.
768 /// If it is 0, it means updateIDTMetaData is used to mark a
769 /// certain target to be promoted already. If it is not zero,
770 /// we expect to use it to update the total count in the value profile.
771 static void
updateIDTMetaData(Instruction & Inst,const SmallVectorImpl<InstrProfValueData> & CallTargets,uint64_t Sum)772 updateIDTMetaData(Instruction &Inst,
773                   const SmallVectorImpl<InstrProfValueData> &CallTargets,
774                   uint64_t Sum) {
775   uint32_t NumVals = 0;
776   // OldSum is the existing total count in the value profile data.
777   uint64_t OldSum = 0;
778   std::unique_ptr<InstrProfValueData[]> ValueData =
779       std::make_unique<InstrProfValueData[]>(MaxNumPromotions);
780   bool Valid =
781       getValueProfDataFromInst(Inst, IPVK_IndirectCallTarget, MaxNumPromotions,
782                                ValueData.get(), NumVals, OldSum, true);
783 
784   DenseMap<uint64_t, uint64_t> ValueCountMap;
785   if (Sum == 0) {
786     assert((CallTargets.size() == 1 &&
787             CallTargets[0].Count == NOMORE_ICP_MAGICNUM) &&
788            "If sum is 0, assume only one element in CallTargets "
789            "with count being NOMORE_ICP_MAGICNUM");
790     // Initialize ValueCountMap with existing value profile data.
791     if (Valid) {
792       for (uint32_t I = 0; I < NumVals; I++)
793         ValueCountMap[ValueData[I].Value] = ValueData[I].Count;
794     }
795     auto Pair =
796         ValueCountMap.try_emplace(CallTargets[0].Value, CallTargets[0].Count);
797     // If the target already exists in value profile, decrease the total
798     // count OldSum and reset the target's count to NOMORE_ICP_MAGICNUM.
799     if (!Pair.second) {
800       OldSum -= Pair.first->second;
801       Pair.first->second = NOMORE_ICP_MAGICNUM;
802     }
803     Sum = OldSum;
804   } else {
805     // Initialize ValueCountMap with existing NOMORE_ICP_MAGICNUM
806     // counts in the value profile.
807     if (Valid) {
808       for (uint32_t I = 0; I < NumVals; I++) {
809         if (ValueData[I].Count == NOMORE_ICP_MAGICNUM)
810           ValueCountMap[ValueData[I].Value] = ValueData[I].Count;
811       }
812     }
813 
814     for (const auto &Data : CallTargets) {
815       auto Pair = ValueCountMap.try_emplace(Data.Value, Data.Count);
816       if (Pair.second)
817         continue;
818       // The target represented by Data.Value has already been promoted.
819       // Keep the count as NOMORE_ICP_MAGICNUM in the profile and decrease
820       // Sum by Data.Count.
821       assert(Sum >= Data.Count && "Sum should never be less than Data.Count");
822       Sum -= Data.Count;
823     }
824   }
825 
826   SmallVector<InstrProfValueData, 8> NewCallTargets;
827   for (const auto &ValueCount : ValueCountMap) {
828     NewCallTargets.emplace_back(
829         InstrProfValueData{ValueCount.first, ValueCount.second});
830   }
831 
832   llvm::sort(NewCallTargets,
833              [](const InstrProfValueData &L, const InstrProfValueData &R) {
834                if (L.Count != R.Count)
835                  return L.Count > R.Count;
836                return L.Value > R.Value;
837              });
838 
839   uint32_t MaxMDCount =
840       std::min(NewCallTargets.size(), static_cast<size_t>(MaxNumPromotions));
841   annotateValueSite(*Inst.getParent()->getParent()->getParent(), Inst,
842                     NewCallTargets, Sum, IPVK_IndirectCallTarget, MaxMDCount);
843 }
844 
845 /// Attempt to promote indirect call and also inline the promoted call.
846 ///
847 /// \param F  Caller function.
848 /// \param Candidate  ICP and inline candidate.
849 /// \param SumOrigin  Original sum of target counts for indirect call before
850 ///                   promoting given candidate.
851 /// \param Sum        Prorated sum of remaining target counts for indirect call
852 ///                   after promoting given candidate.
853 /// \param InlinedCallSite  Output vector for new call sites exposed after
854 /// inlining.
tryPromoteAndInlineCandidate(Function & F,InlineCandidate & Candidate,uint64_t SumOrigin,uint64_t & Sum,SmallVector<CallBase *,8> * InlinedCallSite)855 bool SampleProfileLoader::tryPromoteAndInlineCandidate(
856     Function &F, InlineCandidate &Candidate, uint64_t SumOrigin, uint64_t &Sum,
857     SmallVector<CallBase *, 8> *InlinedCallSite) {
858   auto CalleeFunctionName = Candidate.CalleeSamples->getFuncName();
859   auto R = SymbolMap.find(CalleeFunctionName);
860   if (R == SymbolMap.end() || !R->getValue())
861     return false;
862 
863   auto &CI = *Candidate.CallInstr;
864   if (!doesHistoryAllowICP(CI, R->getValue()->getName()))
865     return false;
866 
867   const char *Reason = "Callee function not available";
868   // R->getValue() != &F is to prevent promoting a recursive call.
869   // If it is a recursive call, we do not inline it as it could bloat
870   // the code exponentially. There is way to better handle this, e.g.
871   // clone the caller first, and inline the cloned caller if it is
872   // recursive. As llvm does not inline recursive calls, we will
873   // simply ignore it instead of handling it explicitly.
874   if (!R->getValue()->isDeclaration() && R->getValue()->getSubprogram() &&
875       R->getValue()->hasFnAttribute("use-sample-profile") &&
876       R->getValue() != &F && isLegalToPromote(CI, R->getValue(), &Reason)) {
877     // For promoted target, set its value with NOMORE_ICP_MAGICNUM count
878     // in the value profile metadata so the target won't be promoted again.
879     SmallVector<InstrProfValueData, 1> SortedCallTargets = {InstrProfValueData{
880         Function::getGUID(R->getValue()->getName()), NOMORE_ICP_MAGICNUM}};
881     updateIDTMetaData(CI, SortedCallTargets, 0);
882 
883     auto *DI = &pgo::promoteIndirectCall(
884         CI, R->getValue(), Candidate.CallsiteCount, Sum, false, ORE);
885     if (DI) {
886       Sum -= Candidate.CallsiteCount;
887       // Do not prorate the indirect callsite distribution since the original
888       // distribution will be used to scale down non-promoted profile target
889       // counts later. By doing this we lose track of the real callsite count
890       // for the leftover indirect callsite as a trade off for accurate call
891       // target counts.
892       // TODO: Ideally we would have two separate factors, one for call site
893       // counts and one is used to prorate call target counts.
894       // Do not update the promoted direct callsite distribution at this
895       // point since the original distribution combined with the callee profile
896       // will be used to prorate callsites from the callee if inlined. Once not
897       // inlined, the direct callsite distribution should be prorated so that
898       // the it will reflect the real callsite counts.
899       Candidate.CallInstr = DI;
900       if (isa<CallInst>(DI) || isa<InvokeInst>(DI)) {
901         bool Inlined = tryInlineCandidate(Candidate, InlinedCallSite);
902         if (!Inlined) {
903           // Prorate the direct callsite distribution so that it reflects real
904           // callsite counts.
905           setProbeDistributionFactor(
906               *DI, static_cast<float>(Candidate.CallsiteCount) / SumOrigin);
907         }
908         return Inlined;
909       }
910     }
911   } else {
912     LLVM_DEBUG(dbgs() << "\nFailed to promote indirect call to "
913                       << Candidate.CalleeSamples->getFuncName() << " because "
914                       << Reason << "\n");
915   }
916   return false;
917 }
918 
shouldInlineColdCallee(CallBase & CallInst)919 bool SampleProfileLoader::shouldInlineColdCallee(CallBase &CallInst) {
920   if (!ProfileSizeInline)
921     return false;
922 
923   Function *Callee = CallInst.getCalledFunction();
924   if (Callee == nullptr)
925     return false;
926 
927   InlineCost Cost = getInlineCost(CallInst, getInlineParams(), GetTTI(*Callee),
928                                   GetAC, GetTLI);
929 
930   if (Cost.isNever())
931     return false;
932 
933   if (Cost.isAlways())
934     return true;
935 
936   return Cost.getCost() <= SampleColdCallSiteThreshold;
937 }
938 
emitOptimizationRemarksForInlineCandidates(const SmallVectorImpl<CallBase * > & Candidates,const Function & F,bool Hot)939 void SampleProfileLoader::emitOptimizationRemarksForInlineCandidates(
940     const SmallVectorImpl<CallBase *> &Candidates, const Function &F,
941     bool Hot) {
942   for (auto I : Candidates) {
943     Function *CalledFunction = I->getCalledFunction();
944     if (CalledFunction) {
945       ORE->emit(OptimizationRemarkAnalysis(CSINLINE_DEBUG, "InlineAttempt",
946                                            I->getDebugLoc(), I->getParent())
947                 << "previous inlining reattempted for "
948                 << (Hot ? "hotness: '" : "size: '")
949                 << ore::NV("Callee", CalledFunction) << "' into '"
950                 << ore::NV("Caller", &F) << "'");
951     }
952   }
953 }
954 
findExternalInlineCandidate(const FunctionSamples * Samples,DenseSet<GlobalValue::GUID> & InlinedGUIDs,const StringMap<Function * > & SymbolMap,uint64_t Threshold)955 void SampleProfileLoader::findExternalInlineCandidate(
956     const FunctionSamples *Samples, DenseSet<GlobalValue::GUID> &InlinedGUIDs,
957     const StringMap<Function *> &SymbolMap, uint64_t Threshold) {
958   assert(Samples && "expect non-null caller profile");
959 
960   // For AutoFDO profile, retrieve candidate profiles by walking over
961   // the nested inlinee profiles.
962   if (!ProfileIsCS) {
963     Samples->findInlinedFunctions(InlinedGUIDs, SymbolMap, Threshold);
964     return;
965   }
966 
967   ContextTrieNode *Caller =
968       ContextTracker->getContextFor(Samples->getContext());
969   std::queue<ContextTrieNode *> CalleeList;
970   CalleeList.push(Caller);
971   while (!CalleeList.empty()) {
972     ContextTrieNode *Node = CalleeList.front();
973     CalleeList.pop();
974     FunctionSamples *CalleeSample = Node->getFunctionSamples();
975     // For CSSPGO profile, retrieve candidate profile by walking over the
976     // trie built for context profile. Note that also take call targets
977     // even if callee doesn't have a corresponding context profile.
978     if (!CalleeSample || CalleeSample->getEntrySamples() < Threshold)
979       continue;
980 
981     StringRef Name = CalleeSample->getFuncName();
982     Function *Func = SymbolMap.lookup(Name);
983     // Add to the import list only when it's defined out of module.
984     if (!Func || Func->isDeclaration())
985       InlinedGUIDs.insert(FunctionSamples::getGUID(Name));
986 
987     // Import hot CallTargets, which may not be available in IR because full
988     // profile annotation cannot be done until backend compilation in ThinLTO.
989     for (const auto &BS : CalleeSample->getBodySamples())
990       for (const auto &TS : BS.second.getCallTargets())
991         if (TS.getValue() > Threshold) {
992           StringRef CalleeName = CalleeSample->getFuncName(TS.getKey());
993           const Function *Callee = SymbolMap.lookup(CalleeName);
994           if (!Callee || Callee->isDeclaration())
995             InlinedGUIDs.insert(FunctionSamples::getGUID(CalleeName));
996         }
997 
998     // Import hot child context profile associted with callees. Note that this
999     // may have some overlap with the call target loop above, but doing this
1000     // based child context profile again effectively allow us to use the max of
1001     // entry count and call target count to determine importing.
1002     for (auto &Child : Node->getAllChildContext()) {
1003       ContextTrieNode *CalleeNode = &Child.second;
1004       CalleeList.push(CalleeNode);
1005     }
1006   }
1007 }
1008 
1009 /// Iteratively inline hot callsites of a function.
1010 ///
1011 /// Iteratively traverse all callsites of the function \p F, and find if
1012 /// the corresponding inlined instance exists and is hot in profile. If
1013 /// it is hot enough, inline the callsites and adds new callsites of the
1014 /// callee into the caller. If the call is an indirect call, first promote
1015 /// it to direct call. Each indirect call is limited with a single target.
1016 ///
1017 /// \param F function to perform iterative inlining.
1018 /// \param InlinedGUIDs a set to be updated to include all GUIDs that are
1019 ///     inlined in the profiled binary.
1020 ///
1021 /// \returns True if there is any inline happened.
inlineHotFunctions(Function & F,DenseSet<GlobalValue::GUID> & InlinedGUIDs)1022 bool SampleProfileLoader::inlineHotFunctions(
1023     Function &F, DenseSet<GlobalValue::GUID> &InlinedGUIDs) {
1024   // ProfAccForSymsInList is used in callsiteIsHot. The assertion makes sure
1025   // Profile symbol list is ignored when profile-sample-accurate is on.
1026   assert((!ProfAccForSymsInList ||
1027           (!ProfileSampleAccurate &&
1028            !F.hasFnAttribute("profile-sample-accurate"))) &&
1029          "ProfAccForSymsInList should be false when profile-sample-accurate "
1030          "is enabled");
1031 
1032   DenseMap<CallBase *, const FunctionSamples *> LocalNotInlinedCallSites;
1033   bool Changed = false;
1034   bool LocalChanged = true;
1035   while (LocalChanged) {
1036     LocalChanged = false;
1037     SmallVector<CallBase *, 10> CIS;
1038     for (auto &BB : F) {
1039       bool Hot = false;
1040       SmallVector<CallBase *, 10> AllCandidates;
1041       SmallVector<CallBase *, 10> ColdCandidates;
1042       for (auto &I : BB.getInstList()) {
1043         const FunctionSamples *FS = nullptr;
1044         if (auto *CB = dyn_cast<CallBase>(&I)) {
1045           if (!isa<IntrinsicInst>(I) && (FS = findCalleeFunctionSamples(*CB))) {
1046             assert((!FunctionSamples::UseMD5 || FS->GUIDToFuncNameMap) &&
1047                    "GUIDToFuncNameMap has to be populated");
1048             AllCandidates.push_back(CB);
1049             if (FS->getEntrySamples() > 0 || ProfileIsCS)
1050               LocalNotInlinedCallSites.try_emplace(CB, FS);
1051             if (callsiteIsHot(FS, PSI, ProfAccForSymsInList))
1052               Hot = true;
1053             else if (shouldInlineColdCallee(*CB))
1054               ColdCandidates.push_back(CB);
1055           }
1056         }
1057       }
1058       if (Hot || ExternalInlineAdvisor) {
1059         CIS.insert(CIS.begin(), AllCandidates.begin(), AllCandidates.end());
1060         emitOptimizationRemarksForInlineCandidates(AllCandidates, F, true);
1061       } else {
1062         CIS.insert(CIS.begin(), ColdCandidates.begin(), ColdCandidates.end());
1063         emitOptimizationRemarksForInlineCandidates(ColdCandidates, F, false);
1064       }
1065     }
1066     for (CallBase *I : CIS) {
1067       Function *CalledFunction = I->getCalledFunction();
1068       InlineCandidate Candidate = {
1069           I,
1070           LocalNotInlinedCallSites.count(I) ? LocalNotInlinedCallSites[I]
1071                                             : nullptr,
1072           0 /* dummy count */, 1.0 /* dummy distribution factor */};
1073       // Do not inline recursive calls.
1074       if (CalledFunction == &F)
1075         continue;
1076       if (I->isIndirectCall()) {
1077         uint64_t Sum;
1078         for (const auto *FS : findIndirectCallFunctionSamples(*I, Sum)) {
1079           uint64_t SumOrigin = Sum;
1080           if (LTOPhase == ThinOrFullLTOPhase::ThinLTOPreLink) {
1081             findExternalInlineCandidate(FS, InlinedGUIDs, SymbolMap,
1082                                         PSI->getOrCompHotCountThreshold());
1083             continue;
1084           }
1085           if (!callsiteIsHot(FS, PSI, ProfAccForSymsInList))
1086             continue;
1087 
1088           Candidate = {I, FS, FS->getEntrySamples(), 1.0};
1089           if (tryPromoteAndInlineCandidate(F, Candidate, SumOrigin, Sum)) {
1090             LocalNotInlinedCallSites.erase(I);
1091             LocalChanged = true;
1092           }
1093         }
1094       } else if (CalledFunction && CalledFunction->getSubprogram() &&
1095                  !CalledFunction->isDeclaration()) {
1096         if (tryInlineCandidate(Candidate)) {
1097           LocalNotInlinedCallSites.erase(I);
1098           LocalChanged = true;
1099         }
1100       } else if (LTOPhase == ThinOrFullLTOPhase::ThinLTOPreLink) {
1101         findExternalInlineCandidate(findCalleeFunctionSamples(*I), InlinedGUIDs,
1102                                     SymbolMap,
1103                                     PSI->getOrCompHotCountThreshold());
1104       }
1105     }
1106     Changed |= LocalChanged;
1107   }
1108 
1109   // For CS profile, profile for not inlined context will be merged when
1110   // base profile is being trieved
1111   if (ProfileIsCS)
1112     return Changed;
1113 
1114   // Accumulate not inlined callsite information into notInlinedSamples
1115   for (const auto &Pair : LocalNotInlinedCallSites) {
1116     CallBase *I = Pair.getFirst();
1117     Function *Callee = I->getCalledFunction();
1118     if (!Callee || Callee->isDeclaration())
1119       continue;
1120 
1121     ORE->emit(OptimizationRemarkAnalysis(CSINLINE_DEBUG, "NotInline",
1122                                          I->getDebugLoc(), I->getParent())
1123               << "previous inlining not repeated: '"
1124               << ore::NV("Callee", Callee) << "' into '"
1125               << ore::NV("Caller", &F) << "'");
1126 
1127     ++NumCSNotInlined;
1128     const FunctionSamples *FS = Pair.getSecond();
1129     if (FS->getTotalSamples() == 0 && FS->getEntrySamples() == 0) {
1130       continue;
1131     }
1132 
1133     if (ProfileMergeInlinee) {
1134       // A function call can be replicated by optimizations like callsite
1135       // splitting or jump threading and the replicates end up sharing the
1136       // sample nested callee profile instead of slicing the original inlinee's
1137       // profile. We want to do merge exactly once by filtering out callee
1138       // profiles with a non-zero head sample count.
1139       if (FS->getHeadSamples() == 0) {
1140         // Use entry samples as head samples during the merge, as inlinees
1141         // don't have head samples.
1142         const_cast<FunctionSamples *>(FS)->addHeadSamples(
1143             FS->getEntrySamples());
1144 
1145         // Note that we have to do the merge right after processing function.
1146         // This allows OutlineFS's profile to be used for annotation during
1147         // top-down processing of functions' annotation.
1148         FunctionSamples *OutlineFS = Reader->getOrCreateSamplesFor(*Callee);
1149         OutlineFS->merge(*FS);
1150       }
1151     } else {
1152       auto pair =
1153           notInlinedCallInfo.try_emplace(Callee, NotInlinedProfileInfo{0});
1154       pair.first->second.entryCount += FS->getEntrySamples();
1155     }
1156   }
1157   return Changed;
1158 }
1159 
tryInlineCandidate(InlineCandidate & Candidate,SmallVector<CallBase *,8> * InlinedCallSites)1160 bool SampleProfileLoader::tryInlineCandidate(
1161     InlineCandidate &Candidate, SmallVector<CallBase *, 8> *InlinedCallSites) {
1162 
1163   CallBase &CB = *Candidate.CallInstr;
1164   Function *CalledFunction = CB.getCalledFunction();
1165   assert(CalledFunction && "Expect a callee with definition");
1166   DebugLoc DLoc = CB.getDebugLoc();
1167   BasicBlock *BB = CB.getParent();
1168 
1169   InlineCost Cost = shouldInlineCandidate(Candidate);
1170   if (Cost.isNever()) {
1171     ORE->emit(OptimizationRemarkAnalysis(CSINLINE_DEBUG, "InlineFail", DLoc, BB)
1172               << "incompatible inlining");
1173     return false;
1174   }
1175 
1176   if (!Cost)
1177     return false;
1178 
1179   InlineFunctionInfo IFI(nullptr, GetAC);
1180   IFI.UpdateProfile = false;
1181   if (InlineFunction(CB, IFI).isSuccess()) {
1182     // Merge the attributes based on the inlining.
1183     AttributeFuncs::mergeAttributesForInlining(*BB->getParent(),
1184                                                *CalledFunction);
1185 
1186     // The call to InlineFunction erases I, so we can't pass it here.
1187     emitInlinedInto(*ORE, DLoc, BB, *CalledFunction, *BB->getParent(), Cost,
1188                     true, CSINLINE_DEBUG);
1189 
1190     // Now populate the list of newly exposed call sites.
1191     if (InlinedCallSites) {
1192       InlinedCallSites->clear();
1193       for (auto &I : IFI.InlinedCallSites)
1194         InlinedCallSites->push_back(I);
1195     }
1196 
1197     if (ProfileIsCS)
1198       ContextTracker->markContextSamplesInlined(Candidate.CalleeSamples);
1199     ++NumCSInlined;
1200 
1201     // Prorate inlined probes for a duplicated inlining callsite which probably
1202     // has a distribution less than 100%. Samples for an inlinee should be
1203     // distributed among the copies of the original callsite based on each
1204     // callsite's distribution factor for counts accuracy. Note that an inlined
1205     // probe may come with its own distribution factor if it has been duplicated
1206     // in the inlinee body. The two factor are multiplied to reflect the
1207     // aggregation of duplication.
1208     if (Candidate.CallsiteDistribution < 1) {
1209       for (auto &I : IFI.InlinedCallSites) {
1210         if (Optional<PseudoProbe> Probe = extractProbe(*I))
1211           setProbeDistributionFactor(*I, Probe->Factor *
1212                                              Candidate.CallsiteDistribution);
1213       }
1214       NumDuplicatedInlinesite++;
1215     }
1216 
1217     return true;
1218   }
1219   return false;
1220 }
1221 
getInlineCandidate(InlineCandidate * NewCandidate,CallBase * CB)1222 bool SampleProfileLoader::getInlineCandidate(InlineCandidate *NewCandidate,
1223                                              CallBase *CB) {
1224   assert(CB && "Expect non-null call instruction");
1225 
1226   if (isa<IntrinsicInst>(CB))
1227     return false;
1228 
1229   // Find the callee's profile. For indirect call, find hottest target profile.
1230   const FunctionSamples *CalleeSamples = findCalleeFunctionSamples(*CB);
1231   if (!CalleeSamples)
1232     return false;
1233 
1234   float Factor = 1.0;
1235   if (Optional<PseudoProbe> Probe = extractProbe(*CB))
1236     Factor = Probe->Factor;
1237 
1238   uint64_t CallsiteCount = 0;
1239   ErrorOr<uint64_t> Weight = getBlockWeight(CB->getParent());
1240   if (Weight)
1241     CallsiteCount = Weight.get();
1242   if (CalleeSamples)
1243     CallsiteCount = std::max(
1244         CallsiteCount, uint64_t(CalleeSamples->getEntrySamples() * Factor));
1245 
1246   *NewCandidate = {CB, CalleeSamples, CallsiteCount, Factor};
1247   return true;
1248 }
1249 
1250 InlineCost
shouldInlineCandidate(InlineCandidate & Candidate)1251 SampleProfileLoader::shouldInlineCandidate(InlineCandidate &Candidate) {
1252   std::unique_ptr<InlineAdvice> Advice = nullptr;
1253   if (ExternalInlineAdvisor) {
1254     Advice = ExternalInlineAdvisor->getAdvice(*Candidate.CallInstr);
1255     if (!Advice->isInliningRecommended()) {
1256       Advice->recordUnattemptedInlining();
1257       return InlineCost::getNever("not previously inlined");
1258     }
1259     Advice->recordInlining();
1260     return InlineCost::getAlways("previously inlined");
1261   }
1262 
1263   // Adjust threshold based on call site hotness, only do this for callsite
1264   // prioritized inliner because otherwise cost-benefit check is done earlier.
1265   int SampleThreshold = SampleColdCallSiteThreshold;
1266   if (CallsitePrioritizedInline) {
1267     if (Candidate.CallsiteCount > PSI->getHotCountThreshold())
1268       SampleThreshold = SampleHotCallSiteThreshold;
1269     else if (!ProfileSizeInline)
1270       return InlineCost::getNever("cold callsite");
1271   }
1272 
1273   Function *Callee = Candidate.CallInstr->getCalledFunction();
1274   assert(Callee && "Expect a definition for inline candidate of direct call");
1275 
1276   InlineParams Params = getInlineParams();
1277   Params.ComputeFullInlineCost = true;
1278   // Checks if there is anything in the reachable portion of the callee at
1279   // this callsite that makes this inlining potentially illegal. Need to
1280   // set ComputeFullInlineCost, otherwise getInlineCost may return early
1281   // when cost exceeds threshold without checking all IRs in the callee.
1282   // The acutal cost does not matter because we only checks isNever() to
1283   // see if it is legal to inline the callsite.
1284   InlineCost Cost = getInlineCost(*Candidate.CallInstr, Callee, Params,
1285                                   GetTTI(*Callee), GetAC, GetTLI);
1286 
1287   // Honor always inline and never inline from call analyzer
1288   if (Cost.isNever() || Cost.isAlways())
1289     return Cost;
1290 
1291   // For old FDO inliner, we inline the call site as long as cost is not
1292   // "Never". The cost-benefit check is done earlier.
1293   if (!CallsitePrioritizedInline) {
1294     return InlineCost::get(Cost.getCost(), INT_MAX);
1295   }
1296 
1297   // Otherwise only use the cost from call analyzer, but overwite threshold with
1298   // Sample PGO threshold.
1299   return InlineCost::get(Cost.getCost(), SampleThreshold);
1300 }
1301 
inlineHotFunctionsWithPriority(Function & F,DenseSet<GlobalValue::GUID> & InlinedGUIDs)1302 bool SampleProfileLoader::inlineHotFunctionsWithPriority(
1303     Function &F, DenseSet<GlobalValue::GUID> &InlinedGUIDs) {
1304   assert(ProfileIsCS && "Prioritiy based inliner only works with CSSPGO now");
1305 
1306   // ProfAccForSymsInList is used in callsiteIsHot. The assertion makes sure
1307   // Profile symbol list is ignored when profile-sample-accurate is on.
1308   assert((!ProfAccForSymsInList ||
1309           (!ProfileSampleAccurate &&
1310            !F.hasFnAttribute("profile-sample-accurate"))) &&
1311          "ProfAccForSymsInList should be false when profile-sample-accurate "
1312          "is enabled");
1313 
1314   // Populating worklist with initial call sites from root inliner, along
1315   // with call site weights.
1316   CandidateQueue CQueue;
1317   InlineCandidate NewCandidate;
1318   for (auto &BB : F) {
1319     for (auto &I : BB.getInstList()) {
1320       auto *CB = dyn_cast<CallBase>(&I);
1321       if (!CB)
1322         continue;
1323       if (getInlineCandidate(&NewCandidate, CB))
1324         CQueue.push(NewCandidate);
1325     }
1326   }
1327 
1328   // Cap the size growth from profile guided inlining. This is needed even
1329   // though cost of each inline candidate already accounts for callee size,
1330   // because with top-down inlining, we can grow inliner size significantly
1331   // with large number of smaller inlinees each pass the cost check.
1332   assert(ProfileInlineLimitMax >= ProfileInlineLimitMin &&
1333          "Max inline size limit should not be smaller than min inline size "
1334          "limit.");
1335   unsigned SizeLimit = F.getInstructionCount() * ProfileInlineGrowthLimit;
1336   SizeLimit = std::min(SizeLimit, (unsigned)ProfileInlineLimitMax);
1337   SizeLimit = std::max(SizeLimit, (unsigned)ProfileInlineLimitMin);
1338   if (ExternalInlineAdvisor)
1339     SizeLimit = std::numeric_limits<unsigned>::max();
1340 
1341   // Perform iterative BFS call site prioritized inlining
1342   bool Changed = false;
1343   while (!CQueue.empty() && F.getInstructionCount() < SizeLimit) {
1344     InlineCandidate Candidate = CQueue.top();
1345     CQueue.pop();
1346     CallBase *I = Candidate.CallInstr;
1347     Function *CalledFunction = I->getCalledFunction();
1348 
1349     if (CalledFunction == &F)
1350       continue;
1351     if (I->isIndirectCall()) {
1352       uint64_t Sum = 0;
1353       auto CalleeSamples = findIndirectCallFunctionSamples(*I, Sum);
1354       uint64_t SumOrigin = Sum;
1355       Sum *= Candidate.CallsiteDistribution;
1356       unsigned ICPCount = 0;
1357       for (const auto *FS : CalleeSamples) {
1358         // TODO: Consider disable pre-lTO ICP for MonoLTO as well
1359         if (LTOPhase == ThinOrFullLTOPhase::ThinLTOPreLink) {
1360           findExternalInlineCandidate(FS, InlinedGUIDs, SymbolMap,
1361                                       PSI->getOrCompHotCountThreshold());
1362           continue;
1363         }
1364         uint64_t EntryCountDistributed =
1365             FS->getEntrySamples() * Candidate.CallsiteDistribution;
1366         // In addition to regular inline cost check, we also need to make sure
1367         // ICP isn't introducing excessive speculative checks even if individual
1368         // target looks beneficial to promote and inline. That means we should
1369         // only do ICP when there's a small number dominant targets.
1370         if (ICPCount >= ProfileICPRelativeHotnessSkip &&
1371             EntryCountDistributed * 100 < SumOrigin * ProfileICPRelativeHotness)
1372           break;
1373         // TODO: Fix CallAnalyzer to handle all indirect calls.
1374         // For indirect call, we don't run CallAnalyzer to get InlineCost
1375         // before actual inlining. This is because we could see two different
1376         // types from the same definition, which makes CallAnalyzer choke as
1377         // it's expecting matching parameter type on both caller and callee
1378         // side. See example from PR18962 for the triggering cases (the bug was
1379         // fixed, but we generate different types).
1380         if (!PSI->isHotCount(EntryCountDistributed))
1381           break;
1382         SmallVector<CallBase *, 8> InlinedCallSites;
1383         // Attach function profile for promoted indirect callee, and update
1384         // call site count for the promoted inline candidate too.
1385         Candidate = {I, FS, EntryCountDistributed,
1386                      Candidate.CallsiteDistribution};
1387         if (tryPromoteAndInlineCandidate(F, Candidate, SumOrigin, Sum,
1388                                          &InlinedCallSites)) {
1389           for (auto *CB : InlinedCallSites) {
1390             if (getInlineCandidate(&NewCandidate, CB))
1391               CQueue.emplace(NewCandidate);
1392           }
1393           ICPCount++;
1394           Changed = true;
1395         }
1396       }
1397     } else if (CalledFunction && CalledFunction->getSubprogram() &&
1398                !CalledFunction->isDeclaration()) {
1399       SmallVector<CallBase *, 8> InlinedCallSites;
1400       if (tryInlineCandidate(Candidate, &InlinedCallSites)) {
1401         for (auto *CB : InlinedCallSites) {
1402           if (getInlineCandidate(&NewCandidate, CB))
1403             CQueue.emplace(NewCandidate);
1404         }
1405         Changed = true;
1406       }
1407     } else if (LTOPhase == ThinOrFullLTOPhase::ThinLTOPreLink) {
1408       findExternalInlineCandidate(Candidate.CalleeSamples, InlinedGUIDs,
1409                                   SymbolMap, PSI->getOrCompHotCountThreshold());
1410     }
1411   }
1412 
1413   if (!CQueue.empty()) {
1414     if (SizeLimit == (unsigned)ProfileInlineLimitMax)
1415       ++NumCSInlinedHitMaxLimit;
1416     else if (SizeLimit == (unsigned)ProfileInlineLimitMin)
1417       ++NumCSInlinedHitMinLimit;
1418     else
1419       ++NumCSInlinedHitGrowthLimit;
1420   }
1421 
1422   return Changed;
1423 }
1424 
1425 /// Returns the sorted CallTargetMap \p M by count in descending order.
1426 static SmallVector<InstrProfValueData, 2>
GetSortedValueDataFromCallTargets(const SampleRecord::CallTargetMap & M)1427 GetSortedValueDataFromCallTargets(const SampleRecord::CallTargetMap &M) {
1428   SmallVector<InstrProfValueData, 2> R;
1429   for (const auto &I : SampleRecord::SortCallTargets(M)) {
1430     R.emplace_back(
1431         InstrProfValueData{FunctionSamples::getGUID(I.first), I.second});
1432   }
1433   return R;
1434 }
1435 
1436 // Generate MD_prof metadata for every branch instruction using the
1437 // edge weights computed during propagation.
generateMDProfMetadata(Function & F)1438 void SampleProfileLoader::generateMDProfMetadata(Function &F) {
1439   // Generate MD_prof metadata for every branch instruction using the
1440   // edge weights computed during propagation.
1441   LLVM_DEBUG(dbgs() << "\nPropagation complete. Setting branch weights\n");
1442   LLVMContext &Ctx = F.getContext();
1443   MDBuilder MDB(Ctx);
1444   for (auto &BI : F) {
1445     BasicBlock *BB = &BI;
1446 
1447     if (BlockWeights[BB]) {
1448       for (auto &I : BB->getInstList()) {
1449         if (!isa<CallInst>(I) && !isa<InvokeInst>(I))
1450           continue;
1451         if (!cast<CallBase>(I).getCalledFunction()) {
1452           const DebugLoc &DLoc = I.getDebugLoc();
1453           if (!DLoc)
1454             continue;
1455           const DILocation *DIL = DLoc;
1456           const FunctionSamples *FS = findFunctionSamples(I);
1457           if (!FS)
1458             continue;
1459           auto CallSite = FunctionSamples::getCallSiteIdentifier(DIL);
1460           auto T = FS->findCallTargetMapAt(CallSite);
1461           if (!T || T.get().empty())
1462             continue;
1463           if (FunctionSamples::ProfileIsProbeBased) {
1464             // Prorate the callsite counts based on the pre-ICP distribution
1465             // factor to reflect what is already done to the callsite before
1466             // ICP, such as calliste cloning.
1467             if (Optional<PseudoProbe> Probe = extractProbe(I)) {
1468               if (Probe->Factor < 1)
1469                 T = SampleRecord::adjustCallTargets(T.get(), Probe->Factor);
1470             }
1471           }
1472           SmallVector<InstrProfValueData, 2> SortedCallTargets =
1473               GetSortedValueDataFromCallTargets(T.get());
1474           uint64_t Sum = 0;
1475           for (const auto &C : T.get())
1476             Sum += C.second;
1477           // With CSSPGO all indirect call targets are counted torwards the
1478           // original indirect call site in the profile, including both
1479           // inlined and non-inlined targets.
1480           if (!FunctionSamples::ProfileIsCS) {
1481             if (const FunctionSamplesMap *M =
1482                     FS->findFunctionSamplesMapAt(CallSite)) {
1483               for (const auto &NameFS : *M)
1484                 Sum += NameFS.second.getEntrySamples();
1485             }
1486           }
1487           if (Sum)
1488             updateIDTMetaData(I, SortedCallTargets, Sum);
1489           else if (OverwriteExistingWeights)
1490             I.setMetadata(LLVMContext::MD_prof, nullptr);
1491         } else if (!isa<IntrinsicInst>(&I)) {
1492           I.setMetadata(LLVMContext::MD_prof,
1493                         MDB.createBranchWeights(
1494                             {static_cast<uint32_t>(BlockWeights[BB])}));
1495         }
1496       }
1497     } else if (OverwriteExistingWeights) {
1498       // Set profile metadata (possibly annotated by LTO prelink) to zero or
1499       // clear it for cold code.
1500       for (auto &I : BB->getInstList()) {
1501         if (isa<CallInst>(I) || isa<InvokeInst>(I)) {
1502           if (cast<CallBase>(I).isIndirectCall())
1503             I.setMetadata(LLVMContext::MD_prof, nullptr);
1504           else
1505             I.setMetadata(LLVMContext::MD_prof, MDB.createBranchWeights(0));
1506         }
1507       }
1508     }
1509 
1510     Instruction *TI = BB->getTerminator();
1511     if (TI->getNumSuccessors() == 1)
1512       continue;
1513     if (!isa<BranchInst>(TI) && !isa<SwitchInst>(TI) &&
1514         !isa<IndirectBrInst>(TI))
1515       continue;
1516 
1517     DebugLoc BranchLoc = TI->getDebugLoc();
1518     LLVM_DEBUG(dbgs() << "\nGetting weights for branch at line "
1519                       << ((BranchLoc) ? Twine(BranchLoc.getLine())
1520                                       : Twine("<UNKNOWN LOCATION>"))
1521                       << ".\n");
1522     SmallVector<uint32_t, 4> Weights;
1523     uint32_t MaxWeight = 0;
1524     Instruction *MaxDestInst;
1525     for (unsigned I = 0; I < TI->getNumSuccessors(); ++I) {
1526       BasicBlock *Succ = TI->getSuccessor(I);
1527       Edge E = std::make_pair(BB, Succ);
1528       uint64_t Weight = EdgeWeights[E];
1529       LLVM_DEBUG(dbgs() << "\t"; printEdgeWeight(dbgs(), E));
1530       // Use uint32_t saturated arithmetic to adjust the incoming weights,
1531       // if needed. Sample counts in profiles are 64-bit unsigned values,
1532       // but internally branch weights are expressed as 32-bit values.
1533       if (Weight > std::numeric_limits<uint32_t>::max()) {
1534         LLVM_DEBUG(dbgs() << " (saturated due to uint32_t overflow)");
1535         Weight = std::numeric_limits<uint32_t>::max();
1536       }
1537       // Weight is added by one to avoid propagation errors introduced by
1538       // 0 weights.
1539       Weights.push_back(static_cast<uint32_t>(Weight + 1));
1540       if (Weight != 0) {
1541         if (Weight > MaxWeight) {
1542           MaxWeight = Weight;
1543           MaxDestInst = Succ->getFirstNonPHIOrDbgOrLifetime();
1544         }
1545       }
1546     }
1547 
1548     uint64_t TempWeight;
1549     // Only set weights if there is at least one non-zero weight.
1550     // In any other case, let the analyzer set weights.
1551     // Do not set weights if the weights are present unless under
1552     // OverwriteExistingWeights. In ThinLTO, the profile annotation is done
1553     // twice. If the first annotation already set the weights, the second pass
1554     // does not need to set it. With OverwriteExistingWeights, Blocks with zero
1555     // weight should have their existing metadata (possibly annotated by LTO
1556     // prelink) cleared.
1557     if (MaxWeight > 0 &&
1558         (!TI->extractProfTotalWeight(TempWeight) || OverwriteExistingWeights)) {
1559       LLVM_DEBUG(dbgs() << "SUCCESS. Found non-zero weights.\n");
1560       TI->setMetadata(LLVMContext::MD_prof, MDB.createBranchWeights(Weights));
1561       ORE->emit([&]() {
1562         return OptimizationRemark(DEBUG_TYPE, "PopularDest", MaxDestInst)
1563                << "most popular destination for conditional branches at "
1564                << ore::NV("CondBranchesLoc", BranchLoc);
1565       });
1566     } else {
1567       if (OverwriteExistingWeights) {
1568         TI->setMetadata(LLVMContext::MD_prof, nullptr);
1569         LLVM_DEBUG(dbgs() << "CLEARED. All branch weights are zero.\n");
1570       } else {
1571         LLVM_DEBUG(dbgs() << "SKIPPED. All branch weights are zero.\n");
1572       }
1573     }
1574   }
1575 }
1576 
1577 /// Once all the branch weights are computed, we emit the MD_prof
1578 /// metadata on BB using the computed values for each of its branches.
1579 ///
1580 /// \param F The function to query.
1581 ///
1582 /// \returns true if \p F was modified. Returns false, otherwise.
emitAnnotations(Function & F)1583 bool SampleProfileLoader::emitAnnotations(Function &F) {
1584   bool Changed = false;
1585 
1586   if (FunctionSamples::ProfileIsProbeBased) {
1587     if (!ProbeManager->profileIsValid(F, *Samples)) {
1588       LLVM_DEBUG(
1589           dbgs() << "Profile is invalid due to CFG mismatch for Function "
1590                  << F.getName());
1591       ++NumMismatchedProfile;
1592       return false;
1593     }
1594     ++NumMatchedProfile;
1595   } else {
1596     if (getFunctionLoc(F) == 0)
1597       return false;
1598 
1599     LLVM_DEBUG(dbgs() << "Line number for the first instruction in "
1600                       << F.getName() << ": " << getFunctionLoc(F) << "\n");
1601   }
1602 
1603   DenseSet<GlobalValue::GUID> InlinedGUIDs;
1604   if (ProfileIsCS && CallsitePrioritizedInline)
1605     Changed |= inlineHotFunctionsWithPriority(F, InlinedGUIDs);
1606   else
1607     Changed |= inlineHotFunctions(F, InlinedGUIDs);
1608 
1609   Changed |= computeAndPropagateWeights(F, InlinedGUIDs);
1610 
1611   if (Changed)
1612     generateMDProfMetadata(F);
1613 
1614   emitCoverageRemarks(F);
1615   return Changed;
1616 }
1617 
1618 char SampleProfileLoaderLegacyPass::ID = 0;
1619 
1620 INITIALIZE_PASS_BEGIN(SampleProfileLoaderLegacyPass, "sample-profile",
1621                       "Sample Profile loader", false, false)
INITIALIZE_PASS_DEPENDENCY(AssumptionCacheTracker)1622 INITIALIZE_PASS_DEPENDENCY(AssumptionCacheTracker)
1623 INITIALIZE_PASS_DEPENDENCY(TargetTransformInfoWrapperPass)
1624 INITIALIZE_PASS_DEPENDENCY(TargetLibraryInfoWrapperPass)
1625 INITIALIZE_PASS_DEPENDENCY(ProfileSummaryInfoWrapperPass)
1626 INITIALIZE_PASS_END(SampleProfileLoaderLegacyPass, "sample-profile",
1627                     "Sample Profile loader", false, false)
1628 
1629 std::unique_ptr<ProfiledCallGraph>
1630 SampleProfileLoader::buildProfiledCallGraph(CallGraph &CG) {
1631   std::unique_ptr<ProfiledCallGraph> ProfiledCG;
1632   if (ProfileIsCS)
1633     ProfiledCG = std::make_unique<ProfiledCallGraph>(*ContextTracker);
1634   else
1635     ProfiledCG = std::make_unique<ProfiledCallGraph>(Reader->getProfiles());
1636 
1637   // Add all functions into the profiled call graph even if they are not in
1638   // the profile. This makes sure functions missing from the profile still
1639   // gets a chance to be processed.
1640   for (auto &Node : CG) {
1641     const auto *F = Node.first;
1642     if (!F || F->isDeclaration() || !F->hasFnAttribute("use-sample-profile"))
1643       continue;
1644     ProfiledCG->addProfiledFunction(FunctionSamples::getCanonicalFnName(*F));
1645   }
1646 
1647   return ProfiledCG;
1648 }
1649 
1650 std::vector<Function *>
buildFunctionOrder(Module & M,CallGraph * CG)1651 SampleProfileLoader::buildFunctionOrder(Module &M, CallGraph *CG) {
1652   std::vector<Function *> FunctionOrderList;
1653   FunctionOrderList.reserve(M.size());
1654 
1655   if (!ProfileTopDownLoad && UseProfiledCallGraph)
1656     errs() << "WARNING: -use-profiled-call-graph ignored, should be used "
1657               "together with -sample-profile-top-down-load.\n";
1658 
1659   if (!ProfileTopDownLoad || CG == nullptr) {
1660     if (ProfileMergeInlinee) {
1661       // Disable ProfileMergeInlinee if profile is not loaded in top down order,
1662       // because the profile for a function may be used for the profile
1663       // annotation of its outline copy before the profile merging of its
1664       // non-inlined inline instances, and that is not the way how
1665       // ProfileMergeInlinee is supposed to work.
1666       ProfileMergeInlinee = false;
1667     }
1668 
1669     for (Function &F : M)
1670       if (!F.isDeclaration() && F.hasFnAttribute("use-sample-profile"))
1671         FunctionOrderList.push_back(&F);
1672     return FunctionOrderList;
1673   }
1674 
1675   assert(&CG->getModule() == &M);
1676 
1677   if (UseProfiledCallGraph ||
1678       (ProfileIsCS && !UseProfiledCallGraph.getNumOccurrences())) {
1679     // Use profiled call edges to augment the top-down order. There are cases
1680     // that the top-down order computed based on the static call graph doesn't
1681     // reflect real execution order. For example
1682     //
1683     // 1. Incomplete static call graph due to unknown indirect call targets.
1684     //    Adjusting the order by considering indirect call edges from the
1685     //    profile can enable the inlining of indirect call targets by allowing
1686     //    the caller processed before them.
1687     // 2. Mutual call edges in an SCC. The static processing order computed for
1688     //    an SCC may not reflect the call contexts in the context-sensitive
1689     //    profile, thus may cause potential inlining to be overlooked. The
1690     //    function order in one SCC is being adjusted to a top-down order based
1691     //    on the profile to favor more inlining. This is only a problem with CS
1692     //    profile.
1693     // 3. Transitive indirect call edges due to inlining. When a callee function
1694     //    (say B) is inlined into into a caller function (say A) in LTO prelink,
1695     //    every call edge originated from the callee B will be transferred to
1696     //    the caller A. If any transferred edge (say A->C) is indirect, the
1697     //    original profiled indirect edge B->C, even if considered, would not
1698     //    enforce a top-down order from the caller A to the potential indirect
1699     //    call target C in LTO postlink since the inlined callee B is gone from
1700     //    the static call graph.
1701     // 4. #3 can happen even for direct call targets, due to functions defined
1702     //    in header files. A header function (say A), when included into source
1703     //    files, is defined multiple times but only one definition survives due
1704     //    to ODR. Therefore, the LTO prelink inlining done on those dropped
1705     //    definitions can be useless based on a local file scope. More
1706     //    importantly, the inlinee (say B), once fully inlined to a
1707     //    to-be-dropped A, will have no profile to consume when its outlined
1708     //    version is compiled. This can lead to a profile-less prelink
1709     //    compilation for the outlined version of B which may be called from
1710     //    external modules. while this isn't easy to fix, we rely on the
1711     //    postlink AutoFDO pipeline to optimize B. Since the survived copy of
1712     //    the A can be inlined in its local scope in prelink, it may not exist
1713     //    in the merged IR in postlink, and we'll need the profiled call edges
1714     //    to enforce a top-down order for the rest of the functions.
1715     //
1716     // Considering those cases, a profiled call graph completely independent of
1717     // the static call graph is constructed based on profile data, where
1718     // function objects are not even needed to handle case #3 and case 4.
1719     //
1720     // Note that static callgraph edges are completely ignored since they
1721     // can be conflicting with profiled edges for cyclic SCCs and may result in
1722     // an SCC order incompatible with profile-defined one. Using strictly
1723     // profile order ensures a maximum inlining experience. On the other hand,
1724     // static call edges are not so important when they don't correspond to a
1725     // context in the profile.
1726 
1727     std::unique_ptr<ProfiledCallGraph> ProfiledCG = buildProfiledCallGraph(*CG);
1728     scc_iterator<ProfiledCallGraph *> CGI = scc_begin(ProfiledCG.get());
1729     while (!CGI.isAtEnd()) {
1730       for (ProfiledCallGraphNode *Node : *CGI) {
1731         Function *F = SymbolMap.lookup(Node->Name);
1732         if (F && !F->isDeclaration() && F->hasFnAttribute("use-sample-profile"))
1733           FunctionOrderList.push_back(F);
1734       }
1735       ++CGI;
1736     }
1737   } else {
1738     scc_iterator<CallGraph *> CGI = scc_begin(CG);
1739     while (!CGI.isAtEnd()) {
1740       for (CallGraphNode *Node : *CGI) {
1741         auto *F = Node->getFunction();
1742         if (F && !F->isDeclaration() && F->hasFnAttribute("use-sample-profile"))
1743           FunctionOrderList.push_back(F);
1744       }
1745       ++CGI;
1746     }
1747   }
1748 
1749   LLVM_DEBUG({
1750     dbgs() << "Function processing order:\n";
1751     for (auto F : reverse(FunctionOrderList)) {
1752       dbgs() << F->getName() << "\n";
1753     }
1754   });
1755 
1756   std::reverse(FunctionOrderList.begin(), FunctionOrderList.end());
1757   return FunctionOrderList;
1758 }
1759 
doInitialization(Module & M,FunctionAnalysisManager * FAM)1760 bool SampleProfileLoader::doInitialization(Module &M,
1761                                            FunctionAnalysisManager *FAM) {
1762   auto &Ctx = M.getContext();
1763 
1764   auto ReaderOrErr = SampleProfileReader::create(
1765       Filename, Ctx, FSDiscriminatorPass::Base, RemappingFilename);
1766   if (std::error_code EC = ReaderOrErr.getError()) {
1767     std::string Msg = "Could not open profile: " + EC.message();
1768     Ctx.diagnose(DiagnosticInfoSampleProfile(Filename, Msg));
1769     return false;
1770   }
1771   Reader = std::move(ReaderOrErr.get());
1772   Reader->setSkipFlatProf(LTOPhase == ThinOrFullLTOPhase::ThinLTOPostLink);
1773   // set module before reading the profile so reader may be able to only
1774   // read the function profiles which are used by the current module.
1775   Reader->setModule(&M);
1776   if (std::error_code EC = Reader->read()) {
1777     std::string Msg = "profile reading failed: " + EC.message();
1778     Ctx.diagnose(DiagnosticInfoSampleProfile(Filename, Msg));
1779     return false;
1780   }
1781 
1782   PSL = Reader->getProfileSymbolList();
1783 
1784   // While profile-sample-accurate is on, ignore symbol list.
1785   ProfAccForSymsInList =
1786       ProfileAccurateForSymsInList && PSL && !ProfileSampleAccurate;
1787   if (ProfAccForSymsInList) {
1788     NamesInProfile.clear();
1789     if (auto NameTable = Reader->getNameTable())
1790       NamesInProfile.insert(NameTable->begin(), NameTable->end());
1791     CoverageTracker.setProfAccForSymsInList(true);
1792   }
1793 
1794   if (FAM && !ProfileInlineReplayFile.empty()) {
1795     ExternalInlineAdvisor = std::make_unique<ReplayInlineAdvisor>(
1796         M, *FAM, Ctx, /*OriginalAdvisor=*/nullptr, ProfileInlineReplayFile,
1797         /*EmitRemarks=*/false);
1798     if (!ExternalInlineAdvisor->areReplayRemarksLoaded())
1799       ExternalInlineAdvisor.reset();
1800   }
1801 
1802   // Apply tweaks if context-sensitive profile is available.
1803   if (Reader->profileIsCS()) {
1804     ProfileIsCS = true;
1805     FunctionSamples::ProfileIsCS = true;
1806 
1807     // Enable priority-base inliner and size inline by default for CSSPGO.
1808     if (!ProfileSizeInline.getNumOccurrences())
1809       ProfileSizeInline = true;
1810     if (!CallsitePrioritizedInline.getNumOccurrences())
1811       CallsitePrioritizedInline = true;
1812 
1813     // Enable iterative-BFI by default for CSSPGO.
1814     if (!UseIterativeBFIInference.getNumOccurrences())
1815       UseIterativeBFIInference = true;
1816 
1817     // Tracker for profiles under different context
1818     ContextTracker =
1819         std::make_unique<SampleContextTracker>(Reader->getProfiles());
1820   }
1821 
1822   // Load pseudo probe descriptors for probe-based function samples.
1823   if (Reader->profileIsProbeBased()) {
1824     ProbeManager = std::make_unique<PseudoProbeManager>(M);
1825     if (!ProbeManager->moduleIsProbed(M)) {
1826       const char *Msg =
1827           "Pseudo-probe-based profile requires SampleProfileProbePass";
1828       Ctx.diagnose(DiagnosticInfoSampleProfile(Filename, Msg));
1829       return false;
1830     }
1831   }
1832 
1833   return true;
1834 }
1835 
createSampleProfileLoaderPass()1836 ModulePass *llvm::createSampleProfileLoaderPass() {
1837   return new SampleProfileLoaderLegacyPass();
1838 }
1839 
createSampleProfileLoaderPass(StringRef Name)1840 ModulePass *llvm::createSampleProfileLoaderPass(StringRef Name) {
1841   return new SampleProfileLoaderLegacyPass(Name);
1842 }
1843 
runOnModule(Module & M,ModuleAnalysisManager * AM,ProfileSummaryInfo * _PSI,CallGraph * CG)1844 bool SampleProfileLoader::runOnModule(Module &M, ModuleAnalysisManager *AM,
1845                                       ProfileSummaryInfo *_PSI, CallGraph *CG) {
1846   GUIDToFuncNameMapper Mapper(M, *Reader, GUIDToFuncNameMap);
1847 
1848   PSI = _PSI;
1849   if (M.getProfileSummary(/* IsCS */ false) == nullptr) {
1850     M.setProfileSummary(Reader->getSummary().getMD(M.getContext()),
1851                         ProfileSummary::PSK_Sample);
1852     PSI->refresh();
1853   }
1854   // Compute the total number of samples collected in this profile.
1855   for (const auto &I : Reader->getProfiles())
1856     TotalCollectedSamples += I.second.getTotalSamples();
1857 
1858   auto Remapper = Reader->getRemapper();
1859   // Populate the symbol map.
1860   for (const auto &N_F : M.getValueSymbolTable()) {
1861     StringRef OrigName = N_F.getKey();
1862     Function *F = dyn_cast<Function>(N_F.getValue());
1863     if (F == nullptr || OrigName.empty())
1864       continue;
1865     SymbolMap[OrigName] = F;
1866     StringRef NewName = FunctionSamples::getCanonicalFnName(*F);
1867     if (OrigName != NewName && !NewName.empty()) {
1868       auto r = SymbolMap.insert(std::make_pair(NewName, F));
1869       // Failiing to insert means there is already an entry in SymbolMap,
1870       // thus there are multiple functions that are mapped to the same
1871       // stripped name. In this case of name conflicting, set the value
1872       // to nullptr to avoid confusion.
1873       if (!r.second)
1874         r.first->second = nullptr;
1875       OrigName = NewName;
1876     }
1877     // Insert the remapped names into SymbolMap.
1878     if (Remapper) {
1879       if (auto MapName = Remapper->lookUpNameInProfile(OrigName)) {
1880         if (*MapName != OrigName && !MapName->empty())
1881           SymbolMap.insert(std::make_pair(*MapName, F));
1882       }
1883     }
1884   }
1885   assert(SymbolMap.count(StringRef()) == 0 &&
1886          "No empty StringRef should be added in SymbolMap");
1887 
1888   bool retval = false;
1889   for (auto F : buildFunctionOrder(M, CG)) {
1890     assert(!F->isDeclaration());
1891     clearFunctionData();
1892     retval |= runOnFunction(*F, AM);
1893   }
1894 
1895   // Account for cold calls not inlined....
1896   if (!ProfileIsCS)
1897     for (const std::pair<Function *, NotInlinedProfileInfo> &pair :
1898          notInlinedCallInfo)
1899       updateProfileCallee(pair.first, pair.second.entryCount);
1900 
1901   return retval;
1902 }
1903 
runOnModule(Module & M)1904 bool SampleProfileLoaderLegacyPass::runOnModule(Module &M) {
1905   ACT = &getAnalysis<AssumptionCacheTracker>();
1906   TTIWP = &getAnalysis<TargetTransformInfoWrapperPass>();
1907   TLIWP = &getAnalysis<TargetLibraryInfoWrapperPass>();
1908   ProfileSummaryInfo *PSI =
1909       &getAnalysis<ProfileSummaryInfoWrapperPass>().getPSI();
1910   return SampleLoader.runOnModule(M, nullptr, PSI, nullptr);
1911 }
1912 
runOnFunction(Function & F,ModuleAnalysisManager * AM)1913 bool SampleProfileLoader::runOnFunction(Function &F, ModuleAnalysisManager *AM) {
1914   LLVM_DEBUG(dbgs() << "\n\nProcessing Function " << F.getName() << "\n");
1915   DILocation2SampleMap.clear();
1916   // By default the entry count is initialized to -1, which will be treated
1917   // conservatively by getEntryCount as the same as unknown (None). This is
1918   // to avoid newly added code to be treated as cold. If we have samples
1919   // this will be overwritten in emitAnnotations.
1920   uint64_t initialEntryCount = -1;
1921 
1922   ProfAccForSymsInList = ProfileAccurateForSymsInList && PSL;
1923   if (ProfileSampleAccurate || F.hasFnAttribute("profile-sample-accurate")) {
1924     // initialize all the function entry counts to 0. It means all the
1925     // functions without profile will be regarded as cold.
1926     initialEntryCount = 0;
1927     // profile-sample-accurate is a user assertion which has a higher precedence
1928     // than symbol list. When profile-sample-accurate is on, ignore symbol list.
1929     ProfAccForSymsInList = false;
1930   }
1931   CoverageTracker.setProfAccForSymsInList(ProfAccForSymsInList);
1932 
1933   // PSL -- profile symbol list include all the symbols in sampled binary.
1934   // If ProfileAccurateForSymsInList is enabled, PSL is used to treat
1935   // old functions without samples being cold, without having to worry
1936   // about new and hot functions being mistakenly treated as cold.
1937   if (ProfAccForSymsInList) {
1938     // Initialize the entry count to 0 for functions in the list.
1939     if (PSL->contains(F.getName()))
1940       initialEntryCount = 0;
1941 
1942     // Function in the symbol list but without sample will be regarded as
1943     // cold. To minimize the potential negative performance impact it could
1944     // have, we want to be a little conservative here saying if a function
1945     // shows up in the profile, no matter as outline function, inline instance
1946     // or call targets, treat the function as not being cold. This will handle
1947     // the cases such as most callsites of a function are inlined in sampled
1948     // binary but not inlined in current build (because of source code drift,
1949     // imprecise debug information, or the callsites are all cold individually
1950     // but not cold accumulatively...), so the outline function showing up as
1951     // cold in sampled binary will actually not be cold after current build.
1952     StringRef CanonName = FunctionSamples::getCanonicalFnName(F);
1953     if (NamesInProfile.count(CanonName))
1954       initialEntryCount = -1;
1955   }
1956 
1957   // Initialize entry count when the function has no existing entry
1958   // count value.
1959   if (!F.getEntryCount().hasValue())
1960     F.setEntryCount(ProfileCount(initialEntryCount, Function::PCT_Real));
1961   std::unique_ptr<OptimizationRemarkEmitter> OwnedORE;
1962   if (AM) {
1963     auto &FAM =
1964         AM->getResult<FunctionAnalysisManagerModuleProxy>(*F.getParent())
1965             .getManager();
1966     ORE = &FAM.getResult<OptimizationRemarkEmitterAnalysis>(F);
1967   } else {
1968     OwnedORE = std::make_unique<OptimizationRemarkEmitter>(&F);
1969     ORE = OwnedORE.get();
1970   }
1971 
1972   if (ProfileIsCS)
1973     Samples = ContextTracker->getBaseSamplesFor(F);
1974   else
1975     Samples = Reader->getSamplesFor(F);
1976 
1977   if (Samples && !Samples->empty())
1978     return emitAnnotations(F);
1979   return false;
1980 }
1981 
run(Module & M,ModuleAnalysisManager & AM)1982 PreservedAnalyses SampleProfileLoaderPass::run(Module &M,
1983                                                ModuleAnalysisManager &AM) {
1984   FunctionAnalysisManager &FAM =
1985       AM.getResult<FunctionAnalysisManagerModuleProxy>(M).getManager();
1986 
1987   auto GetAssumptionCache = [&](Function &F) -> AssumptionCache & {
1988     return FAM.getResult<AssumptionAnalysis>(F);
1989   };
1990   auto GetTTI = [&](Function &F) -> TargetTransformInfo & {
1991     return FAM.getResult<TargetIRAnalysis>(F);
1992   };
1993   auto GetTLI = [&](Function &F) -> const TargetLibraryInfo & {
1994     return FAM.getResult<TargetLibraryAnalysis>(F);
1995   };
1996 
1997   SampleProfileLoader SampleLoader(
1998       ProfileFileName.empty() ? SampleProfileFile : ProfileFileName,
1999       ProfileRemappingFileName.empty() ? SampleProfileRemappingFile
2000                                        : ProfileRemappingFileName,
2001       LTOPhase, GetAssumptionCache, GetTTI, GetTLI);
2002 
2003   if (!SampleLoader.doInitialization(M, &FAM))
2004     return PreservedAnalyses::all();
2005 
2006   ProfileSummaryInfo *PSI = &AM.getResult<ProfileSummaryAnalysis>(M);
2007   CallGraph &CG = AM.getResult<CallGraphAnalysis>(M);
2008   if (!SampleLoader.runOnModule(M, &AM, PSI, &CG))
2009     return PreservedAnalyses::all();
2010 
2011   return PreservedAnalyses::none();
2012 }
2013