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Diego Novillo8d6568b2013-11-13 12:22:21 +00001//===- SampleProfile.cpp - Incorporate sample profiles into the IR --------===//
2//
3// The LLVM Compiler Infrastructure
4//
5// This file is distributed under the University of Illinois Open Source
6// License. See LICENSE.TXT for details.
7//
8//===----------------------------------------------------------------------===//
9//
10// This file implements the SampleProfileLoader transformation. This pass
11// reads a profile file generated by a sampling profiler (e.g. Linux Perf -
12// http://perf.wiki.kernel.org/) and generates IR metadata to reflect the
13// profile information in the given profile.
14//
15// This pass generates branch weight annotations on the IR:
16//
17// - prof: Represents branch weights. This annotation is added to branches
18// to indicate the weights of each edge coming out of the branch.
19// The weight of each edge is the weight of the target block for
20// that edge. The weight of a block B is computed as the maximum
21// number of samples found in B.
22//
23//===----------------------------------------------------------------------===//
24
Xinliang David Lid38392e2016-05-27 23:20:16 +000025#include "llvm/Transforms/SampleProfile.h"
Diego Novillo8d6568b2013-11-13 12:22:21 +000026#include "llvm/ADT/DenseMap.h"
Diego Novillo0accb3d2014-01-10 23:23:46 +000027#include "llvm/ADT/SmallPtrSet.h"
Chandler Carruth07baed52014-01-13 08:04:33 +000028#include "llvm/ADT/SmallSet.h"
Diego Novillo8d6568b2013-11-13 12:22:21 +000029#include "llvm/ADT/StringRef.h"
Daniel Jasperaec2fa32016-12-19 08:22:17 +000030#include "llvm/Analysis/AssumptionCache.h"
Diego Novillo0accb3d2014-01-10 23:23:46 +000031#include "llvm/Analysis/LoopInfo.h"
Chandler Carruth07baed52014-01-13 08:04:33 +000032#include "llvm/Analysis/PostDominators.h"
Diego Novillo8d6568b2013-11-13 12:22:21 +000033#include "llvm/IR/Constants.h"
Chandler Carruth9a4c9e52014-03-06 00:46:21 +000034#include "llvm/IR/DebugInfo.h"
Diego Novilloa32aa322014-03-14 21:58:59 +000035#include "llvm/IR/DiagnosticInfo.h"
Chandler Carruth5ad5f152014-01-13 09:26:24 +000036#include "llvm/IR/Dominators.h"
Diego Novillo8d6568b2013-11-13 12:22:21 +000037#include "llvm/IR/Function.h"
Dehao Chen77079002017-01-20 22:56:07 +000038#include "llvm/IR/GlobalValue.h"
Chandler Carruth83948572014-03-04 10:30:26 +000039#include "llvm/IR/InstIterator.h"
Diego Novillo8d6568b2013-11-13 12:22:21 +000040#include "llvm/IR/Instructions.h"
Xinliang David Lid38392e2016-05-27 23:20:16 +000041#include "llvm/IR/IntrinsicInst.h"
Diego Novillo8d6568b2013-11-13 12:22:21 +000042#include "llvm/IR/LLVMContext.h"
Diego Novillo8d6568b2013-11-13 12:22:21 +000043#include "llvm/IR/MDBuilder.h"
Chandler Carruth8a8cd2b2014-01-07 11:48:04 +000044#include "llvm/IR/Metadata.h"
Diego Novillo8d6568b2013-11-13 12:22:21 +000045#include "llvm/IR/Module.h"
46#include "llvm/Pass.h"
Dehao Chen77079002017-01-20 22:56:07 +000047#include "llvm/ProfileData/InstrProf.h"
Diego Novillode1ab262014-09-09 12:40:50 +000048#include "llvm/ProfileData/SampleProfReader.h"
Diego Novillo8d6568b2013-11-13 12:22:21 +000049#include "llvm/Support/CommandLine.h"
50#include "llvm/Support/Debug.h"
Dehao Chen8e7df832015-09-29 18:28:15 +000051#include "llvm/Support/ErrorOr.h"
Diego Novillo7ff0a172015-11-29 18:23:26 +000052#include "llvm/Support/Format.h"
Diego Novillo8d6568b2013-11-13 12:22:21 +000053#include "llvm/Support/raw_ostream.h"
Diego Novillo4d711132015-08-25 15:25:11 +000054#include "llvm/Transforms/IPO.h"
Dehao Chen274df5e2017-01-31 17:49:37 +000055#include "llvm/Transforms/Instrumentation.h"
Dehao Chen57d1dda2016-03-03 18:09:32 +000056#include "llvm/Transforms/Utils/Cloning.h"
Logan Chien61c6df02014-02-22 06:34:10 +000057#include <cctype>
Diego Novillo8d6568b2013-11-13 12:22:21 +000058
59using namespace llvm;
Diego Novillode1ab262014-09-09 12:40:50 +000060using namespace sampleprof;
Diego Novillo8d6568b2013-11-13 12:22:21 +000061
Chandler Carruth964daaa2014-04-22 02:55:47 +000062#define DEBUG_TYPE "sample-profile"
63
Diego Novillo8d6568b2013-11-13 12:22:21 +000064// Command line option to specify the file to read samples from. This is
65// mainly used for debugging.
66static cl::opt<std::string> SampleProfileFile(
67 "sample-profile-file", cl::init(""), cl::value_desc("filename"),
68 cl::desc("Profile file loaded by -sample-profile"), cl::Hidden);
Diego Novillo0accb3d2014-01-10 23:23:46 +000069static cl::opt<unsigned> SampleProfileMaxPropagateIterations(
70 "sample-profile-max-propagate-iterations", cl::init(100),
71 cl::desc("Maximum number of iterations to go through when propagating "
72 "sample block/edge weights through the CFG."));
Diego Novillo243ea6a2015-11-23 20:12:21 +000073static cl::opt<unsigned> SampleProfileRecordCoverage(
74 "sample-profile-check-record-coverage", cl::init(0), cl::value_desc("N"),
75 cl::desc("Emit a warning if less than N% of records in the input profile "
76 "are matched to the IR."));
77static cl::opt<unsigned> SampleProfileSampleCoverage(
78 "sample-profile-check-sample-coverage", cl::init(0), cl::value_desc("N"),
Diego Novillo748b3ffe2015-10-28 22:30:25 +000079 cl::desc("Emit a warning if less than N% of samples in the input profile "
80 "are matched to the IR."));
Diego Novillob5792402015-11-27 23:14:49 +000081static cl::opt<double> SampleProfileHotThreshold(
82 "sample-profile-inline-hot-threshold", cl::init(0.1), cl::value_desc("N"),
Diego Novillo0b6985a2015-11-24 22:38:37 +000083 cl::desc("Inlined functions that account for more than N% of all samples "
84 "collected in the parent function, will be inlined again."));
Diego Novillo8d6568b2013-11-13 12:22:21 +000085
86namespace {
Diego Novillo38be3332015-10-15 16:36:21 +000087typedef DenseMap<const BasicBlock *, uint64_t> BlockWeightMap;
Dehao Chen8e7df832015-09-29 18:28:15 +000088typedef DenseMap<const BasicBlock *, const BasicBlock *> EquivalenceClassMap;
89typedef std::pair<const BasicBlock *, const BasicBlock *> Edge;
Diego Novillo38be3332015-10-15 16:36:21 +000090typedef DenseMap<Edge, uint64_t> EdgeWeightMap;
Dehao Chen8e7df832015-09-29 18:28:15 +000091typedef DenseMap<const BasicBlock *, SmallVector<const BasicBlock *, 8>>
92 BlockEdgeMap;
Diego Novilloc0dd1032013-11-26 20:37:33 +000093
Dehao Chen0f35fa92016-12-13 22:13:18 +000094class SampleCoverageTracker {
95public:
96 SampleCoverageTracker() : SampleCoverage(), TotalUsedSamples(0) {}
97
98 bool markSamplesUsed(const FunctionSamples *FS, uint32_t LineOffset,
99 uint32_t Discriminator, uint64_t Samples);
100 unsigned computeCoverage(unsigned Used, unsigned Total) const;
101 unsigned countUsedRecords(const FunctionSamples *FS) const;
102 unsigned countBodyRecords(const FunctionSamples *FS) const;
103 uint64_t getTotalUsedSamples() const { return TotalUsedSamples; }
104 uint64_t countBodySamples(const FunctionSamples *FS) const;
105 void clear() {
106 SampleCoverage.clear();
107 TotalUsedSamples = 0;
108 }
109
110private:
111 typedef std::map<LineLocation, unsigned> BodySampleCoverageMap;
112 typedef DenseMap<const FunctionSamples *, BodySampleCoverageMap>
113 FunctionSamplesCoverageMap;
114
115 /// Coverage map for sampling records.
116 ///
117 /// This map keeps a record of sampling records that have been matched to
118 /// an IR instruction. This is used to detect some form of staleness in
119 /// profiles (see flag -sample-profile-check-coverage).
120 ///
121 /// Each entry in the map corresponds to a FunctionSamples instance. This is
122 /// another map that counts how many times the sample record at the
123 /// given location has been used.
124 FunctionSamplesCoverageMap SampleCoverage;
125
126 /// Number of samples used from the profile.
127 ///
128 /// When a sampling record is used for the first time, the samples from
129 /// that record are added to this accumulator. Coverage is later computed
130 /// based on the total number of samples available in this function and
131 /// its callsites.
132 ///
133 /// Note that this accumulator tracks samples used from a single function
134 /// and all the inlined callsites. Strictly, we should have a map of counters
135 /// keyed by FunctionSamples pointers, but these stats are cleared after
136 /// every function, so we just need to keep a single counter.
137 uint64_t TotalUsedSamples;
138};
139
Diego Novillode1ab262014-09-09 12:40:50 +0000140/// \brief Sample profile pass.
Diego Novilloc0dd1032013-11-26 20:37:33 +0000141///
Diego Novillode1ab262014-09-09 12:40:50 +0000142/// This pass reads profile data from the file specified by
143/// -sample-profile-file and annotates every affected function with the
144/// profile information found in that file.
Xinliang David Lie897edb2016-05-27 22:30:44 +0000145class SampleProfileLoader {
Diego Novilloc0dd1032013-11-26 20:37:33 +0000146public:
Diego Novillode1ab262014-09-09 12:40:50 +0000147 SampleProfileLoader(StringRef Name = SampleProfileFile)
Daniel Jasperaec2fa32016-12-19 08:22:17 +0000148 : DT(nullptr), PDT(nullptr), LI(nullptr), ACT(nullptr), Reader(),
149 Samples(nullptr), Filename(Name), ProfileIsValid(false),
150 TotalCollectedSamples(0) {}
Diego Novillode1ab262014-09-09 12:40:50 +0000151
Xinliang David Lie897edb2016-05-27 22:30:44 +0000152 bool doInitialization(Module &M);
153 bool runOnModule(Module &M);
Daniel Jasperaec2fa32016-12-19 08:22:17 +0000154 void setACT(AssumptionCacheTracker *A) { ACT = A; }
Diego Novillode1ab262014-09-09 12:40:50 +0000155
156 void dump() { Reader->dump(); }
157
Diego Novillode1ab262014-09-09 12:40:50 +0000158protected:
Diego Novillo4d711132015-08-25 15:25:11 +0000159 bool runOnFunction(Function &F);
Diego Novillo0accb3d2014-01-10 23:23:46 +0000160 unsigned getFunctionLoc(Function &F);
Diego Novillode1ab262014-09-09 12:40:50 +0000161 bool emitAnnotations(Function &F);
Dehao Chen0f35fa92016-12-13 22:13:18 +0000162 ErrorOr<uint64_t> getInstWeight(const Instruction &I);
163 ErrorOr<uint64_t> getBlockWeight(const BasicBlock *BB);
Dehao Chen41cde0b2016-09-18 23:11:37 +0000164 const FunctionSamples *findCalleeFunctionSamples(const Instruction &I) const;
Dehao Chen67226882015-09-30 00:42:46 +0000165 const FunctionSamples *findFunctionSamples(const Instruction &I) const;
166 bool inlineHotFunctions(Function &F);
Diego Novillo0accb3d2014-01-10 23:23:46 +0000167 void printEdgeWeight(raw_ostream &OS, Edge E);
Dehao Chen8e7df832015-09-29 18:28:15 +0000168 void printBlockWeight(raw_ostream &OS, const BasicBlock *BB) const;
169 void printBlockEquivalence(raw_ostream &OS, const BasicBlock *BB);
Diego Novillo0accb3d2014-01-10 23:23:46 +0000170 bool computeBlockWeights(Function &F);
171 void findEquivalenceClasses(Function &F);
Benjamin Kramer8a752e32016-02-13 16:01:12 +0000172 void findEquivalencesFor(BasicBlock *BB1, ArrayRef<BasicBlock *> Descendants,
Diego Novillo0accb3d2014-01-10 23:23:46 +0000173 DominatorTreeBase<BasicBlock> *DomTree);
174 void propagateWeights(Function &F);
Diego Novillo38be3332015-10-15 16:36:21 +0000175 uint64_t visitEdge(Edge E, unsigned *NumUnknownEdges, Edge *UnknownEdge);
Diego Novillo0accb3d2014-01-10 23:23:46 +0000176 void buildEdges(Function &F);
Dehao Chenc0a1e432016-08-12 16:22:12 +0000177 bool propagateThroughEdges(Function &F, bool UpdateBlockCount);
Diego Novillo7732ae42015-08-26 20:00:27 +0000178 void computeDominanceAndLoopInfo(Function &F);
Dehao Chen448b5792017-02-05 07:32:17 +0000179 unsigned getOffset(const DILocation *DIL) const;
Diego Novilloa8a3bd22015-10-28 17:40:22 +0000180 void clearFunctionData();
Diego Novilloc0dd1032013-11-26 20:37:33 +0000181
Diego Novilloc0dd1032013-11-26 20:37:33 +0000182 /// \brief Map basic blocks to their computed weights.
183 ///
184 /// The weight of a basic block is defined to be the maximum
185 /// of all the instruction weights in that block.
186 BlockWeightMap BlockWeights;
Diego Novillo0accb3d2014-01-10 23:23:46 +0000187
188 /// \brief Map edges to their computed weights.
189 ///
190 /// Edge weights are computed by propagating basic block weights in
191 /// SampleProfile::propagateWeights.
192 EdgeWeightMap EdgeWeights;
193
194 /// \brief Set of visited blocks during propagation.
Matthias Braunb30f2f512016-01-30 01:24:31 +0000195 SmallPtrSet<const BasicBlock *, 32> VisitedBlocks;
Diego Novillo0accb3d2014-01-10 23:23:46 +0000196
197 /// \brief Set of visited edges during propagation.
Matthias Braunb30f2f512016-01-30 01:24:31 +0000198 SmallSet<Edge, 32> VisitedEdges;
Diego Novillo0accb3d2014-01-10 23:23:46 +0000199
200 /// \brief Equivalence classes for block weights.
201 ///
202 /// Two blocks BB1 and BB2 are in the same equivalence class if they
203 /// dominate and post-dominate each other, and they are in the same loop
204 /// nest. When this happens, the two blocks are guaranteed to execute
205 /// the same number of times.
206 EquivalenceClassMap EquivalenceClass;
207
208 /// \brief Dominance, post-dominance and loop information.
Diego Novillo7732ae42015-08-26 20:00:27 +0000209 std::unique_ptr<DominatorTree> DT;
210 std::unique_ptr<DominatorTreeBase<BasicBlock>> PDT;
211 std::unique_ptr<LoopInfo> LI;
Diego Novillo0accb3d2014-01-10 23:23:46 +0000212
Daniel Jasperaec2fa32016-12-19 08:22:17 +0000213 AssumptionCacheTracker *ACT;
214
Diego Novillo0accb3d2014-01-10 23:23:46 +0000215 /// \brief Predecessors for each basic block in the CFG.
216 BlockEdgeMap Predecessors;
217
218 /// \brief Successors for each basic block in the CFG.
219 BlockEdgeMap Successors;
Diego Novillo92aa8c22014-03-10 22:41:28 +0000220
Dehao Chen0f35fa92016-12-13 22:13:18 +0000221 SampleCoverageTracker CoverageTracker;
222
Diego Novillo8d6568b2013-11-13 12:22:21 +0000223 /// \brief Profile reader object.
Diego Novillode1ab262014-09-09 12:40:50 +0000224 std::unique_ptr<SampleProfileReader> Reader;
225
226 /// \brief Samples collected for the body of this function.
227 FunctionSamples *Samples;
Diego Novillo8d6568b2013-11-13 12:22:21 +0000228
229 /// \brief Name of the profile file to load.
Dehao Chenfb699612016-12-14 22:03:08 +0000230 std::string Filename;
Diego Novilloa32aa322014-03-14 21:58:59 +0000231
Alp Toker16f98b22014-04-09 14:47:27 +0000232 /// \brief Flag indicating whether the profile input loaded successfully.
Diego Novilloa32aa322014-03-14 21:58:59 +0000233 bool ProfileIsValid;
Diego Novillo84f06cc2015-11-27 23:14:51 +0000234
235 /// \brief Total number of samples collected in this profile.
236 ///
237 /// This is the sum of all the samples collected in all the functions executed
238 /// at runtime.
239 uint64_t TotalCollectedSamples;
Diego Novillo8d6568b2013-11-13 12:22:21 +0000240};
Diego Novillo748b3ffe2015-10-28 22:30:25 +0000241
Xinliang David Lie897edb2016-05-27 22:30:44 +0000242class SampleProfileLoaderLegacyPass : public ModulePass {
243public:
244 // Class identification, replacement for typeinfo
245 static char ID;
246
247 SampleProfileLoaderLegacyPass(StringRef Name = SampleProfileFile)
248 : ModulePass(ID), SampleLoader(Name) {
249 initializeSampleProfileLoaderLegacyPassPass(
250 *PassRegistry::getPassRegistry());
251 }
252
253 void dump() { SampleLoader.dump(); }
254
255 bool doInitialization(Module &M) override {
256 return SampleLoader.doInitialization(M);
257 }
Mehdi Amini117296c2016-10-01 02:56:57 +0000258 StringRef getPassName() const override { return "Sample profile pass"; }
Xinliang David Lie897edb2016-05-27 22:30:44 +0000259 bool runOnModule(Module &M) override;
260
Daniel Jasperaec2fa32016-12-19 08:22:17 +0000261 void getAnalysisUsage(AnalysisUsage &AU) const override {
262 AU.addRequired<AssumptionCacheTracker>();
263 }
264
Xinliang David Lie897edb2016-05-27 22:30:44 +0000265private:
266 SampleProfileLoader SampleLoader;
267};
268
Diego Novillo0b6985a2015-11-24 22:38:37 +0000269/// Return true if the given callsite is hot wrt to its caller.
270///
271/// Functions that were inlined in the original binary will be represented
272/// in the inline stack in the sample profile. If the profile shows that
273/// the original inline decision was "good" (i.e., the callsite is executed
274/// frequently), then we will recreate the inline decision and apply the
275/// profile from the inlined callsite.
276///
277/// To decide whether an inlined callsite is hot, we compute the fraction
278/// of samples used by the callsite with respect to the total number of samples
279/// collected in the caller.
280///
281/// If that fraction is larger than the default given by
282/// SampleProfileHotThreshold, the callsite will be inlined again.
283bool callsiteIsHot(const FunctionSamples *CallerFS,
284 const FunctionSamples *CallsiteFS) {
285 if (!CallsiteFS)
286 return false; // The callsite was not inlined in the original binary.
287
288 uint64_t ParentTotalSamples = CallerFS->getTotalSamples();
289 if (ParentTotalSamples == 0)
290 return false; // Avoid division by zero.
291
292 uint64_t CallsiteTotalSamples = CallsiteFS->getTotalSamples();
293 if (CallsiteTotalSamples == 0)
294 return false; // Callsite is trivially cold.
295
Diego Novillob5792402015-11-27 23:14:49 +0000296 double PercentSamples =
297 (double)CallsiteTotalSamples / (double)ParentTotalSamples * 100.0;
Diego Novillo0b6985a2015-11-24 22:38:37 +0000298 return PercentSamples >= SampleProfileHotThreshold;
299}
Diego Novillo748b3ffe2015-10-28 22:30:25 +0000300}
301
302/// Mark as used the sample record for the given function samples at
303/// (LineOffset, Discriminator).
Diego Novillof9ed08e2015-10-31 21:53:58 +0000304///
305/// \returns true if this is the first time we mark the given record.
Diego Novillo243ea6a2015-11-23 20:12:21 +0000306bool SampleCoverageTracker::markSamplesUsed(const FunctionSamples *FS,
Diego Novillo748b3ffe2015-10-28 22:30:25 +0000307 uint32_t LineOffset,
Diego Novillo243ea6a2015-11-23 20:12:21 +0000308 uint32_t Discriminator,
309 uint64_t Samples) {
Diego Novillof9ed08e2015-10-31 21:53:58 +0000310 LineLocation Loc(LineOffset, Discriminator);
Diego Novillo243ea6a2015-11-23 20:12:21 +0000311 unsigned &Count = SampleCoverage[FS][Loc];
312 bool FirstTime = (++Count == 1);
313 if (FirstTime)
314 TotalUsedSamples += Samples;
315 return FirstTime;
Diego Novillo748b3ffe2015-10-28 22:30:25 +0000316}
317
318/// Return the number of sample records that were applied from this profile.
Diego Novillo0b6985a2015-11-24 22:38:37 +0000319///
320/// This count does not include records from cold inlined callsites.
Diego Novillo748b3ffe2015-10-28 22:30:25 +0000321unsigned
Diego Novillo243ea6a2015-11-23 20:12:21 +0000322SampleCoverageTracker::countUsedRecords(const FunctionSamples *FS) const {
323 auto I = SampleCoverage.find(FS);
Diego Novillo5fb49e52015-11-20 21:46:38 +0000324
Diego Novillo243ea6a2015-11-23 20:12:21 +0000325 // The size of the coverage map for FS represents the number of records
Diego Novillo5fb49e52015-11-20 21:46:38 +0000326 // that were marked used at least once.
Diego Novillof9ed08e2015-10-31 21:53:58 +0000327 unsigned Count = (I != SampleCoverage.end()) ? I->second.size() : 0;
Diego Novillo5fb49e52015-11-20 21:46:38 +0000328
329 // If there are inlined callsites in this function, count the samples found
330 // in the respective bodies. However, do not bother counting callees with 0
331 // total samples, these are callees that were never invoked at runtime.
Diego Novillo243ea6a2015-11-23 20:12:21 +0000332 for (const auto &I : FS->getCallsiteSamples()) {
Diego Novillo5fb49e52015-11-20 21:46:38 +0000333 const FunctionSamples *CalleeSamples = &I.second;
Diego Novillo0b6985a2015-11-24 22:38:37 +0000334 if (callsiteIsHot(FS, CalleeSamples))
Diego Novillo243ea6a2015-11-23 20:12:21 +0000335 Count += countUsedRecords(CalleeSamples);
Diego Novillo5fb49e52015-11-20 21:46:38 +0000336 }
337
Diego Novillof9ed08e2015-10-31 21:53:58 +0000338 return Count;
339}
340
341/// Return the number of sample records in the body of this profile.
342///
Diego Novillo0b6985a2015-11-24 22:38:37 +0000343/// This count does not include records from cold inlined callsites.
Diego Novillof9ed08e2015-10-31 21:53:58 +0000344unsigned
Diego Novillo243ea6a2015-11-23 20:12:21 +0000345SampleCoverageTracker::countBodyRecords(const FunctionSamples *FS) const {
346 unsigned Count = FS->getBodySamples().size();
Diego Novillo5fb49e52015-11-20 21:46:38 +0000347
Diego Novillo0b6985a2015-11-24 22:38:37 +0000348 // Only count records in hot callsites.
Diego Novillo243ea6a2015-11-23 20:12:21 +0000349 for (const auto &I : FS->getCallsiteSamples()) {
Diego Novillo5fb49e52015-11-20 21:46:38 +0000350 const FunctionSamples *CalleeSamples = &I.second;
Diego Novillo0b6985a2015-11-24 22:38:37 +0000351 if (callsiteIsHot(FS, CalleeSamples))
Diego Novillo243ea6a2015-11-23 20:12:21 +0000352 Count += countBodyRecords(CalleeSamples);
Diego Novillo5fb49e52015-11-20 21:46:38 +0000353 }
354
Diego Novillof9ed08e2015-10-31 21:53:58 +0000355 return Count;
Diego Novillo748b3ffe2015-10-28 22:30:25 +0000356}
357
Diego Novillo243ea6a2015-11-23 20:12:21 +0000358/// Return the number of samples collected in the body of this profile.
359///
Diego Novillo0b6985a2015-11-24 22:38:37 +0000360/// This count does not include samples from cold inlined callsites.
Diego Novillo243ea6a2015-11-23 20:12:21 +0000361uint64_t
362SampleCoverageTracker::countBodySamples(const FunctionSamples *FS) const {
363 uint64_t Total = 0;
364 for (const auto &I : FS->getBodySamples())
365 Total += I.second.getSamples();
366
Diego Novillo0b6985a2015-11-24 22:38:37 +0000367 // Only count samples in hot callsites.
Diego Novillo243ea6a2015-11-23 20:12:21 +0000368 for (const auto &I : FS->getCallsiteSamples()) {
369 const FunctionSamples *CalleeSamples = &I.second;
Diego Novillo0b6985a2015-11-24 22:38:37 +0000370 if (callsiteIsHot(FS, CalleeSamples))
Diego Novillo243ea6a2015-11-23 20:12:21 +0000371 Total += countBodySamples(CalleeSamples);
372 }
373
374 return Total;
375}
376
Diego Novillo748b3ffe2015-10-28 22:30:25 +0000377/// Return the fraction of sample records used in this profile.
378///
379/// The returned value is an unsigned integer in the range 0-100 indicating
380/// the percentage of sample records that were used while applying this
381/// profile to the associated function.
Diego Novillof9ed08e2015-10-31 21:53:58 +0000382unsigned SampleCoverageTracker::computeCoverage(unsigned Used,
383 unsigned Total) const {
384 assert(Used <= Total &&
Diego Novillo748b3ffe2015-10-28 22:30:25 +0000385 "number of used records cannot exceed the total number of records");
Diego Novillof9ed08e2015-10-31 21:53:58 +0000386 return Total > 0 ? Used * 100 / Total : 100;
Alexander Kornienkof00654e2015-06-23 09:49:53 +0000387}
Diego Novillo8d6568b2013-11-13 12:22:21 +0000388
Diego Novilloa8a3bd22015-10-28 17:40:22 +0000389/// Clear all the per-function data used to load samples and propagate weights.
390void SampleProfileLoader::clearFunctionData() {
391 BlockWeights.clear();
392 EdgeWeights.clear();
393 VisitedBlocks.clear();
394 VisitedEdges.clear();
395 EquivalenceClass.clear();
396 DT = nullptr;
397 PDT = nullptr;
398 LI = nullptr;
399 Predecessors.clear();
400 Successors.clear();
Diego Novillo1ca881c2015-11-23 16:30:17 +0000401 CoverageTracker.clear();
Diego Novilloa8a3bd22015-10-28 17:40:22 +0000402}
403
Dehao Chen448b5792017-02-05 07:32:17 +0000404/// Returns the line offset to the start line of the subprogram.
Dehao Chen10042412015-10-21 01:22:27 +0000405/// We assume that a single function will not exceed 65535 LOC.
Dehao Chen448b5792017-02-05 07:32:17 +0000406unsigned SampleProfileLoader::getOffset(const DILocation *DIL) const {
407 return (DIL->getLine() - DIL->getScope()->getSubprogram()->getLine()) &
408 0xffff;
Dehao Chen10042412015-10-21 01:22:27 +0000409}
410
Diego Novillo0accb3d2014-01-10 23:23:46 +0000411/// \brief Print the weight of edge \p E on stream \p OS.
412///
413/// \param OS Stream to emit the output to.
414/// \param E Edge to print.
Diego Novillode1ab262014-09-09 12:40:50 +0000415void SampleProfileLoader::printEdgeWeight(raw_ostream &OS, Edge E) {
Diego Novillo0accb3d2014-01-10 23:23:46 +0000416 OS << "weight[" << E.first->getName() << "->" << E.second->getName()
417 << "]: " << EdgeWeights[E] << "\n";
418}
419
420/// \brief Print the equivalence class of block \p BB on stream \p OS.
421///
422/// \param OS Stream to emit the output to.
423/// \param BB Block to print.
Diego Novillode1ab262014-09-09 12:40:50 +0000424void SampleProfileLoader::printBlockEquivalence(raw_ostream &OS,
Dehao Chen8e7df832015-09-29 18:28:15 +0000425 const BasicBlock *BB) {
426 const BasicBlock *Equiv = EquivalenceClass[BB];
Diego Novillo0accb3d2014-01-10 23:23:46 +0000427 OS << "equivalence[" << BB->getName()
428 << "]: " << ((Equiv) ? EquivalenceClass[BB]->getName() : "NONE") << "\n";
429}
430
431/// \brief Print the weight of block \p BB on stream \p OS.
432///
433/// \param OS Stream to emit the output to.
434/// \param BB Block to print.
Dehao Chen8e7df832015-09-29 18:28:15 +0000435void SampleProfileLoader::printBlockWeight(raw_ostream &OS,
436 const BasicBlock *BB) const {
437 const auto &I = BlockWeights.find(BB);
Diego Novillo38be3332015-10-15 16:36:21 +0000438 uint64_t W = (I == BlockWeights.end() ? 0 : I->second);
Dehao Chen8e7df832015-09-29 18:28:15 +0000439 OS << "weight[" << BB->getName() << "]: " << W << "\n";
Diego Novillo0accb3d2014-01-10 23:23:46 +0000440}
441
Diego Novillo0accb3d2014-01-10 23:23:46 +0000442/// \brief Get the weight for an instruction.
443///
444/// The "weight" of an instruction \p Inst is the number of samples
445/// collected on that instruction at runtime. To retrieve it, we
446/// need to compute the line number of \p Inst relative to the start of its
447/// function. We use HeaderLineno to compute the offset. We then
448/// look up the samples collected for \p Inst using BodySamples.
449///
450/// \param Inst Instruction to query.
451///
Dehao Chen8e7df832015-09-29 18:28:15 +0000452/// \returns the weight of \p Inst.
Dehao Chen94f369f2017-01-19 23:20:31 +0000453ErrorOr<uint64_t> SampleProfileLoader::getInstWeight(const Instruction &Inst) {
Benjamin Kramer4fed9282016-05-27 12:30:51 +0000454 const DebugLoc &DLoc = Inst.getDebugLoc();
Duncan P. N. Exon Smithec819c02015-03-30 19:49:49 +0000455 if (!DLoc)
Dehao Chen8e7df832015-09-29 18:28:15 +0000456 return std::error_code();
Duncan P. N. Exon Smith41a15462015-03-20 00:56:55 +0000457
Dehao Chen67226882015-09-30 00:42:46 +0000458 const FunctionSamples *FS = findFunctionSamples(Inst);
459 if (!FS)
460 return std::error_code();
Dehao Chen41dc5a62015-10-09 16:50:16 +0000461
Dehao Chenc0a1e432016-08-12 16:22:12 +0000462 // Ignore all intrinsics and branch instructions.
463 // Branch instruction usually contains debug info from sources outside of
464 // the residing basic block, thus we ignore them during annotation.
465 if (isa<BranchInst>(Inst) || isa<IntrinsicInst>(Inst))
Dehao Chena8bae822016-04-20 23:36:23 +0000466 return std::error_code();
467
Dehao Chen41cde0b2016-09-18 23:11:37 +0000468 // If a call/invoke instruction is inlined in profile, but not inlined here,
Dehao Chenc0a1e432016-08-12 16:22:12 +0000469 // it means that the inlined callsite has no sample, thus the call
470 // instruction should have 0 count.
Dehao Chen41cde0b2016-09-18 23:11:37 +0000471 bool IsCall = isa<CallInst>(Inst) || isa<InvokeInst>(Inst);
472 if (IsCall && findCalleeFunctionSamples(Inst))
473 return 0;
Dehao Chenc0a1e432016-08-12 16:22:12 +0000474
Dehao Chen41dc5a62015-10-09 16:50:16 +0000475 const DILocation *DIL = DLoc;
Dehao Chen448b5792017-02-05 07:32:17 +0000476 uint32_t LineOffset = getOffset(DIL);
Diego Novillo748b3ffe2015-10-28 22:30:25 +0000477 uint32_t Discriminator = DIL->getDiscriminator();
Dehao Chen38e37312016-09-19 16:06:37 +0000478 ErrorOr<uint64_t> R = IsCall
479 ? FS->findCallSamplesAt(LineOffset, Discriminator)
480 : FS->findSamplesAt(LineOffset, Discriminator);
Diego Novillo748b3ffe2015-10-28 22:30:25 +0000481 if (R) {
Diego Novillof9ed08e2015-10-31 21:53:58 +0000482 bool FirstMark =
Diego Novillo243ea6a2015-11-23 20:12:21 +0000483 CoverageTracker.markSamplesUsed(FS, LineOffset, Discriminator, R.get());
Diego Novillof9ed08e2015-10-31 21:53:58 +0000484 if (FirstMark) {
485 const Function *F = Inst.getParent()->getParent();
486 LLVMContext &Ctx = F->getContext();
Diego Novillodf544a02015-11-20 15:39:42 +0000487 emitOptimizationRemark(
488 Ctx, DEBUG_TYPE, *F, DLoc,
Dehao Chen94f369f2017-01-19 23:20:31 +0000489 Twine("Applied ") + Twine(*R) +
490 " samples from profile (offset: " + Twine(LineOffset) +
Diego Novillodf544a02015-11-20 15:39:42 +0000491 ((Discriminator) ? Twine(".") + Twine(Discriminator) : "") + ")");
Diego Novillof9ed08e2015-10-31 21:53:58 +0000492 }
Dehao Chen448b5792017-02-05 07:32:17 +0000493 DEBUG(dbgs() << " " << DLoc.getLine() << "." << DIL->getDiscriminator()
494 << ":" << Inst << " (line offset: " << LineOffset << "."
Dehao Chen8e7df832015-09-29 18:28:15 +0000495 << DIL->getDiscriminator() << " - weight: " << R.get()
496 << ")\n");
Diego Novillo748b3ffe2015-10-28 22:30:25 +0000497 }
Dehao Chen8e7df832015-09-29 18:28:15 +0000498 return R;
Diego Novillo0accb3d2014-01-10 23:23:46 +0000499}
500
501/// \brief Compute the weight of a basic block.
502///
Diego Novillo19e7b7e2014-10-22 18:39:50 +0000503/// The weight of basic block \p BB is the maximum weight of all the
Dehao Chen8e7df832015-09-29 18:28:15 +0000504/// instructions in BB.
Diego Novillo0accb3d2014-01-10 23:23:46 +0000505///
Diego Novillo19e7b7e2014-10-22 18:39:50 +0000506/// \param BB The basic block to query.
Diego Novillo0accb3d2014-01-10 23:23:46 +0000507///
Dehao Chen8e7df832015-09-29 18:28:15 +0000508/// \returns the weight for \p BB.
Dehao Chen94f369f2017-01-19 23:20:31 +0000509ErrorOr<uint64_t> SampleProfileLoader::getBlockWeight(const BasicBlock *BB) {
Dehao Chen160fbc32016-09-21 16:26:51 +0000510 uint64_t Max = 0;
511 bool HasWeight = false;
Diego Novillo19e7b7e2014-10-22 18:39:50 +0000512 for (auto &I : BB->getInstList()) {
Diego Novillo38be3332015-10-15 16:36:21 +0000513 const ErrorOr<uint64_t> &R = getInstWeight(I);
Dehao Chen160fbc32016-09-21 16:26:51 +0000514 if (R) {
515 Max = std::max(Max, R.get());
516 HasWeight = true;
Dehao Chen8e7df832015-09-29 18:28:15 +0000517 }
Diego Novillo0accb3d2014-01-10 23:23:46 +0000518 }
Dehao Chen160fbc32016-09-21 16:26:51 +0000519 return HasWeight ? ErrorOr<uint64_t>(Max) : std::error_code();
Diego Novillo0accb3d2014-01-10 23:23:46 +0000520}
521
522/// \brief Compute and store the weights of every basic block.
523///
524/// This populates the BlockWeights map by computing
525/// the weights of every basic block in the CFG.
526///
527/// \param F The function to query.
Diego Novillode1ab262014-09-09 12:40:50 +0000528bool SampleProfileLoader::computeBlockWeights(Function &F) {
Diego Novillo0accb3d2014-01-10 23:23:46 +0000529 bool Changed = false;
530 DEBUG(dbgs() << "Block weights\n");
Dehao Chen8e7df832015-09-29 18:28:15 +0000531 for (const auto &BB : F) {
Diego Novillo38be3332015-10-15 16:36:21 +0000532 ErrorOr<uint64_t> Weight = getBlockWeight(&BB);
Dehao Chen8e7df832015-09-29 18:28:15 +0000533 if (Weight) {
534 BlockWeights[&BB] = Weight.get();
Dehao Chen7c41dd62015-10-01 00:26:56 +0000535 VisitedBlocks.insert(&BB);
Dehao Chen8e7df832015-09-29 18:28:15 +0000536 Changed = true;
537 }
Diego Novillo19e7b7e2014-10-22 18:39:50 +0000538 DEBUG(printBlockWeight(dbgs(), &BB));
Diego Novillo0accb3d2014-01-10 23:23:46 +0000539 }
540
541 return Changed;
542}
543
Dehao Chen67226882015-09-30 00:42:46 +0000544/// \brief Get the FunctionSamples for a call instruction.
545///
Dehao Chen41cde0b2016-09-18 23:11:37 +0000546/// The FunctionSamples of a call/invoke instruction \p Inst is the inlined
Dehao Chen67226882015-09-30 00:42:46 +0000547/// instance in which that call instruction is calling to. It contains
548/// all samples that resides in the inlined instance. We first find the
549/// inlined instance in which the call instruction is from, then we
550/// traverse its children to find the callsite with the matching
Dehao Chen41cde0b2016-09-18 23:11:37 +0000551/// location.
Dehao Chen67226882015-09-30 00:42:46 +0000552///
Dehao Chen41cde0b2016-09-18 23:11:37 +0000553/// \param Inst Call/Invoke instruction to query.
Dehao Chen67226882015-09-30 00:42:46 +0000554///
555/// \returns The FunctionSamples pointer to the inlined instance.
556const FunctionSamples *
Dehao Chen41cde0b2016-09-18 23:11:37 +0000557SampleProfileLoader::findCalleeFunctionSamples(const Instruction &Inst) const {
Dehao Chen67226882015-09-30 00:42:46 +0000558 const DILocation *DIL = Inst.getDebugLoc();
559 if (!DIL) {
560 return nullptr;
561 }
Dehao Chen67226882015-09-30 00:42:46 +0000562 const FunctionSamples *FS = findFunctionSamples(Inst);
563 if (FS == nullptr)
564 return nullptr;
565
Dehao Chen448b5792017-02-05 07:32:17 +0000566 return FS->findFunctionSamplesAt(
567 LineLocation(getOffset(DIL), DIL->getDiscriminator()));
Dehao Chen67226882015-09-30 00:42:46 +0000568}
569
570/// \brief Get the FunctionSamples for an instruction.
571///
572/// The FunctionSamples of an instruction \p Inst is the inlined instance
573/// in which that instruction is coming from. We traverse the inline stack
574/// of that instruction, and match it with the tree nodes in the profile.
575///
576/// \param Inst Instruction to query.
577///
578/// \returns the FunctionSamples pointer to the inlined instance.
579const FunctionSamples *
580SampleProfileLoader::findFunctionSamples(const Instruction &Inst) const {
Dehao Chen57d1dda2016-03-03 18:09:32 +0000581 SmallVector<LineLocation, 10> S;
Dehao Chen67226882015-09-30 00:42:46 +0000582 const DILocation *DIL = Inst.getDebugLoc();
583 if (!DIL) {
584 return Samples;
585 }
Dehao Chen448b5792017-02-05 07:32:17 +0000586 for (DIL = DIL->getInlinedAt(); DIL; DIL = DIL->getInlinedAt())
587 S.push_back(LineLocation(getOffset(DIL), DIL->getDiscriminator()));
Dehao Chen67226882015-09-30 00:42:46 +0000588 if (S.size() == 0)
589 return Samples;
590 const FunctionSamples *FS = Samples;
591 for (int i = S.size() - 1; i >= 0 && FS != nullptr; i--) {
592 FS = FS->findFunctionSamplesAt(S[i]);
593 }
594 return FS;
595}
596
597/// \brief Iteratively inline hot callsites of a function.
598///
599/// Iteratively traverse all callsites of the function \p F, and find if
600/// the corresponding inlined instance exists and is hot in profile. If
601/// it is hot enough, inline the callsites and adds new callsites of the
Dehao Chen274df5e2017-01-31 17:49:37 +0000602/// callee into the caller. If the call is an indirect call, first promote
603/// it to direct call. Each indirect call is limited with a single target.
Dehao Chen67226882015-09-30 00:42:46 +0000604///
605/// \param F function to perform iterative inlining.
606///
607/// \returns True if there is any inline happened.
608bool SampleProfileLoader::inlineHotFunctions(Function &F) {
Dehao Chen274df5e2017-01-31 17:49:37 +0000609 DenseSet<Instruction *> PromotedInsns;
Dehao Chen67226882015-09-30 00:42:46 +0000610 bool Changed = false;
Diego Novillo7963ea12015-10-26 18:52:53 +0000611 LLVMContext &Ctx = F.getContext();
Daniel Jasperaec2fa32016-12-19 08:22:17 +0000612 std::function<AssumptionCache &(Function &)> GetAssumptionCache = [&](
613 Function &F) -> AssumptionCache & { return ACT->getAssumptionCache(F); };
Dehao Chen67226882015-09-30 00:42:46 +0000614 while (true) {
615 bool LocalChanged = false;
Dehao Chen41cde0b2016-09-18 23:11:37 +0000616 SmallVector<Instruction *, 10> CIS;
Dehao Chen67226882015-09-30 00:42:46 +0000617 for (auto &BB : F) {
Dehao Chen20866ed2016-09-19 18:38:14 +0000618 bool Hot = false;
619 SmallVector<Instruction *, 10> Candidates;
Dehao Chen67226882015-09-30 00:42:46 +0000620 for (auto &I : BB.getInstList()) {
Dehao Chen41cde0b2016-09-18 23:11:37 +0000621 const FunctionSamples *FS = nullptr;
622 if ((isa<CallInst>(I) || isa<InvokeInst>(I)) &&
623 (FS = findCalleeFunctionSamples(I))) {
Dehao Chen20866ed2016-09-19 18:38:14 +0000624 Candidates.push_back(&I);
Dehao Chen41cde0b2016-09-18 23:11:37 +0000625 if (callsiteIsHot(Samples, FS))
Dehao Chen20866ed2016-09-19 18:38:14 +0000626 Hot = true;
Dehao Chen41cde0b2016-09-18 23:11:37 +0000627 }
Dehao Chen67226882015-09-30 00:42:46 +0000628 }
Dehao Chen20866ed2016-09-19 18:38:14 +0000629 if (Hot) {
630 CIS.insert(CIS.begin(), Candidates.begin(), Candidates.end());
631 }
Dehao Chen67226882015-09-30 00:42:46 +0000632 }
Dehao Chen41cde0b2016-09-18 23:11:37 +0000633 for (auto I : CIS) {
Daniel Jasperaec2fa32016-12-19 08:22:17 +0000634 InlineFunctionInfo IFI(nullptr, ACT ? &GetAssumptionCache : nullptr);
Dehao Chen274df5e2017-01-31 17:49:37 +0000635 Function *CalledFunction = CallSite(I).getCalledFunction();
636 Instruction *DI = I;
637 if (!CalledFunction && !PromotedInsns.count(I)) {
638 auto CalleeFunctionName = findCalleeFunctionSamples(*I)->getName();
639 const char *Reason = "Callee function not available";
640 CalledFunction = F.getParent()->getFunction(CalleeFunctionName);
641 if (CalledFunction && isLegalToPromote(I, CalledFunction, &Reason)) {
642 // The indirect target was promoted and inlined in the profile, as a
643 // result, we do not have profile info for the branch probability.
644 // We set the probability to 80% taken to indicate that the static
645 // call is likely taken.
646 DI = promoteIndirectCall(I, CalledFunction, 80, 100);
647 PromotedInsns.insert(I);
648 } else {
649 DEBUG(dbgs() << "\nFailed to promote indirect call to "
650 << CalleeFunctionName << " because " << Reason << "\n");
651 continue;
652 }
653 }
Dehao Chen554f5002016-11-22 22:50:01 +0000654 if (!CalledFunction || !CalledFunction->getSubprogram())
655 continue;
Evgeniy Stepanov29e56bc2017-01-23 22:40:08 +0000656 DebugLoc DLoc = I->getDebugLoc();
657 uint64_t NumSamples = findCalleeFunctionSamples(*I)->getTotalSamples();
Dehao Chen448b5792017-02-05 07:32:17 +0000658 if (InlineFunction(CallSite(DI), IFI)) {
Dehao Chen67226882015-09-30 00:42:46 +0000659 LocalChanged = true;
Diego Novillo7963ea12015-10-26 18:52:53 +0000660 emitOptimizationRemark(Ctx, DEBUG_TYPE, F, DLoc,
661 Twine("inlined hot callee '") +
662 CalledFunction->getName() + "' with " +
663 Twine(NumSamples) + " samples into '" +
664 F.getName() + "'");
665 }
Dehao Chen67226882015-09-30 00:42:46 +0000666 }
667 if (LocalChanged) {
668 Changed = true;
669 } else {
670 break;
671 }
672 }
673 return Changed;
674}
675
Diego Novillo0accb3d2014-01-10 23:23:46 +0000676/// \brief Find equivalence classes for the given block.
677///
678/// This finds all the blocks that are guaranteed to execute the same
Eric Christopher572e03a2015-06-19 01:53:21 +0000679/// number of times as \p BB1. To do this, it traverses all the
Diego Novillo0accb3d2014-01-10 23:23:46 +0000680/// descendants of \p BB1 in the dominator or post-dominator tree.
681///
682/// A block BB2 will be in the same equivalence class as \p BB1 if
683/// the following holds:
684///
685/// 1- \p BB1 is a descendant of BB2 in the opposite tree. So, if BB2
686/// is a descendant of \p BB1 in the dominator tree, then BB2 should
687/// dominate BB1 in the post-dominator tree.
688///
689/// 2- Both BB2 and \p BB1 must be in the same loop.
690///
691/// For every block BB2 that meets those two requirements, we set BB2's
692/// equivalence class to \p BB1.
693///
694/// \param BB1 Block to check.
695/// \param Descendants Descendants of \p BB1 in either the dom or pdom tree.
696/// \param DomTree Opposite dominator tree. If \p Descendants is filled
697/// with blocks from \p BB1's dominator tree, then
698/// this is the post-dominator tree, and vice versa.
Diego Novillode1ab262014-09-09 12:40:50 +0000699void SampleProfileLoader::findEquivalencesFor(
Benjamin Kramer8a752e32016-02-13 16:01:12 +0000700 BasicBlock *BB1, ArrayRef<BasicBlock *> Descendants,
Diego Novillo0accb3d2014-01-10 23:23:46 +0000701 DominatorTreeBase<BasicBlock> *DomTree) {
Dehao Chen7c41dd62015-10-01 00:26:56 +0000702 const BasicBlock *EC = EquivalenceClass[BB1];
Diego Novillo38be3332015-10-15 16:36:21 +0000703 uint64_t Weight = BlockWeights[EC];
Dehao Chen8e7df832015-09-29 18:28:15 +0000704 for (const auto *BB2 : Descendants) {
Diego Novillo0accb3d2014-01-10 23:23:46 +0000705 bool IsDomParent = DomTree->dominates(BB2, BB1);
706 bool IsInSameLoop = LI->getLoopFor(BB1) == LI->getLoopFor(BB2);
Dehao Chen7c41dd62015-10-01 00:26:56 +0000707 if (BB1 != BB2 && IsDomParent && IsInSameLoop) {
708 EquivalenceClass[BB2] = EC;
Dehao Chenc0a1e432016-08-12 16:22:12 +0000709 // If BB2 is visited, then the entire EC should be marked as visited.
710 if (VisitedBlocks.count(BB2)) {
711 VisitedBlocks.insert(EC);
712 }
Diego Novillo0accb3d2014-01-10 23:23:46 +0000713
714 // If BB2 is heavier than BB1, make BB2 have the same weight
715 // as BB1.
716 //
717 // Note that we don't worry about the opposite situation here
718 // (when BB2 is lighter than BB1). We will deal with this
719 // during the propagation phase. Right now, we just want to
720 // make sure that BB1 has the largest weight of all the
721 // members of its equivalence set.
Dehao Chen7c41dd62015-10-01 00:26:56 +0000722 Weight = std::max(Weight, BlockWeights[BB2]);
Diego Novillo0accb3d2014-01-10 23:23:46 +0000723 }
724 }
Dehao Chenc0a1e432016-08-12 16:22:12 +0000725 if (EC == &EC->getParent()->getEntryBlock()) {
726 BlockWeights[EC] = Samples->getHeadSamples() + 1;
727 } else {
728 BlockWeights[EC] = Weight;
729 }
Diego Novillo0accb3d2014-01-10 23:23:46 +0000730}
731
732/// \brief Find equivalence classes.
733///
734/// Since samples may be missing from blocks, we can fill in the gaps by setting
735/// the weights of all the blocks in the same equivalence class to the same
736/// weight. To compute the concept of equivalence, we use dominance and loop
737/// information. Two blocks B1 and B2 are in the same equivalence class if B1
738/// dominates B2, B2 post-dominates B1 and both are in the same loop.
739///
740/// \param F The function to query.
Diego Novillode1ab262014-09-09 12:40:50 +0000741void SampleProfileLoader::findEquivalenceClasses(Function &F) {
Diego Novillo0accb3d2014-01-10 23:23:46 +0000742 SmallVector<BasicBlock *, 8> DominatedBBs;
743 DEBUG(dbgs() << "\nBlock equivalence classes\n");
744 // Find equivalence sets based on dominance and post-dominance information.
Diego Novillo19e7b7e2014-10-22 18:39:50 +0000745 for (auto &BB : F) {
746 BasicBlock *BB1 = &BB;
Diego Novillo0accb3d2014-01-10 23:23:46 +0000747
748 // Compute BB1's equivalence class once.
749 if (EquivalenceClass.count(BB1)) {
750 DEBUG(printBlockEquivalence(dbgs(), BB1));
751 continue;
752 }
753
754 // By default, blocks are in their own equivalence class.
755 EquivalenceClass[BB1] = BB1;
756
757 // Traverse all the blocks dominated by BB1. We are looking for
758 // every basic block BB2 such that:
759 //
760 // 1- BB1 dominates BB2.
761 // 2- BB2 post-dominates BB1.
762 // 3- BB1 and BB2 are in the same loop nest.
763 //
764 // If all those conditions hold, it means that BB2 is executed
765 // as many times as BB1, so they are placed in the same equivalence
766 // class by making BB2's equivalence class be BB1.
767 DominatedBBs.clear();
768 DT->getDescendants(BB1, DominatedBBs);
Diego Novillo7732ae42015-08-26 20:00:27 +0000769 findEquivalencesFor(BB1, DominatedBBs, PDT.get());
Diego Novillo0accb3d2014-01-10 23:23:46 +0000770
Diego Novillo0accb3d2014-01-10 23:23:46 +0000771 DEBUG(printBlockEquivalence(dbgs(), BB1));
772 }
773
774 // Assign weights to equivalence classes.
775 //
776 // All the basic blocks in the same equivalence class will execute
777 // the same number of times. Since we know that the head block in
778 // each equivalence class has the largest weight, assign that weight
779 // to all the blocks in that equivalence class.
780 DEBUG(dbgs() << "\nAssign the same weight to all blocks in the same class\n");
Diego Novillo19e7b7e2014-10-22 18:39:50 +0000781 for (auto &BI : F) {
Dehao Chen8e7df832015-09-29 18:28:15 +0000782 const BasicBlock *BB = &BI;
783 const BasicBlock *EquivBB = EquivalenceClass[BB];
Diego Novillo0accb3d2014-01-10 23:23:46 +0000784 if (BB != EquivBB)
785 BlockWeights[BB] = BlockWeights[EquivBB];
786 DEBUG(printBlockWeight(dbgs(), BB));
787 }
788}
789
790/// \brief Visit the given edge to decide if it has a valid weight.
791///
792/// If \p E has not been visited before, we copy to \p UnknownEdge
793/// and increment the count of unknown edges.
794///
795/// \param E Edge to visit.
796/// \param NumUnknownEdges Current number of unknown edges.
797/// \param UnknownEdge Set if E has not been visited before.
798///
799/// \returns E's weight, if known. Otherwise, return 0.
Diego Novillo38be3332015-10-15 16:36:21 +0000800uint64_t SampleProfileLoader::visitEdge(Edge E, unsigned *NumUnknownEdges,
Diego Novillode1ab262014-09-09 12:40:50 +0000801 Edge *UnknownEdge) {
Diego Novillo0accb3d2014-01-10 23:23:46 +0000802 if (!VisitedEdges.count(E)) {
803 (*NumUnknownEdges)++;
804 *UnknownEdge = E;
805 return 0;
806 }
807
808 return EdgeWeights[E];
809}
810
811/// \brief Propagate weights through incoming/outgoing edges.
812///
813/// If the weight of a basic block is known, and there is only one edge
814/// with an unknown weight, we can calculate the weight of that edge.
815///
816/// Similarly, if all the edges have a known count, we can calculate the
817/// count of the basic block, if needed.
818///
819/// \param F Function to process.
Dehao Chenc0a1e432016-08-12 16:22:12 +0000820/// \param UpdateBlockCount Whether we should update basic block counts that
821/// has already been annotated.
Diego Novillo0accb3d2014-01-10 23:23:46 +0000822///
823/// \returns True if new weights were assigned to edges or blocks.
Dehao Chenc0a1e432016-08-12 16:22:12 +0000824bool SampleProfileLoader::propagateThroughEdges(Function &F,
825 bool UpdateBlockCount) {
Diego Novillo0accb3d2014-01-10 23:23:46 +0000826 bool Changed = false;
827 DEBUG(dbgs() << "\nPropagation through edges\n");
Dehao Chen7c41dd62015-10-01 00:26:56 +0000828 for (const auto &BI : F) {
829 const BasicBlock *BB = &BI;
830 const BasicBlock *EC = EquivalenceClass[BB];
Diego Novillo0accb3d2014-01-10 23:23:46 +0000831
832 // Visit all the predecessor and successor edges to determine
833 // which ones have a weight assigned already. Note that it doesn't
834 // matter that we only keep track of a single unknown edge. The
835 // only case we are interested in handling is when only a single
836 // edge is unknown (see setEdgeOrBlockWeight).
837 for (unsigned i = 0; i < 2; i++) {
Diego Novillo38be3332015-10-15 16:36:21 +0000838 uint64_t TotalWeight = 0;
Dehao Chen29d26412016-07-11 16:40:17 +0000839 unsigned NumUnknownEdges = 0, NumTotalEdges = 0;
840 Edge UnknownEdge, SelfReferentialEdge, SingleEdge;
Diego Novillo0accb3d2014-01-10 23:23:46 +0000841
842 if (i == 0) {
843 // First, visit all predecessor edges.
Dehao Chen29d26412016-07-11 16:40:17 +0000844 NumTotalEdges = Predecessors[BB].size();
Diego Novillob368b7d2014-10-22 16:51:50 +0000845 for (auto *Pred : Predecessors[BB]) {
846 Edge E = std::make_pair(Pred, BB);
Diego Novillo0accb3d2014-01-10 23:23:46 +0000847 TotalWeight += visitEdge(E, &NumUnknownEdges, &UnknownEdge);
848 if (E.first == E.second)
849 SelfReferentialEdge = E;
850 }
Dehao Chen29d26412016-07-11 16:40:17 +0000851 if (NumTotalEdges == 1) {
852 SingleEdge = std::make_pair(Predecessors[BB][0], BB);
853 }
Diego Novillo0accb3d2014-01-10 23:23:46 +0000854 } else {
855 // On the second round, visit all successor edges.
Dehao Chen29d26412016-07-11 16:40:17 +0000856 NumTotalEdges = Successors[BB].size();
Diego Novillob368b7d2014-10-22 16:51:50 +0000857 for (auto *Succ : Successors[BB]) {
858 Edge E = std::make_pair(BB, Succ);
Diego Novillo0accb3d2014-01-10 23:23:46 +0000859 TotalWeight += visitEdge(E, &NumUnknownEdges, &UnknownEdge);
860 }
Dehao Chen29d26412016-07-11 16:40:17 +0000861 if (NumTotalEdges == 1) {
862 SingleEdge = std::make_pair(BB, Successors[BB][0]);
863 }
Diego Novillo0accb3d2014-01-10 23:23:46 +0000864 }
865
866 // After visiting all the edges, there are three cases that we
867 // can handle immediately:
868 //
869 // - All the edge weights are known (i.e., NumUnknownEdges == 0).
870 // In this case, we simply check that the sum of all the edges
871 // is the same as BB's weight. If not, we change BB's weight
872 // to match. Additionally, if BB had not been visited before,
873 // we mark it visited.
874 //
875 // - Only one edge is unknown and BB has already been visited.
876 // In this case, we can compute the weight of the edge by
877 // subtracting the total block weight from all the known
878 // edge weights. If the edges weight more than BB, then the
879 // edge of the last remaining edge is set to zero.
880 //
881 // - There exists a self-referential edge and the weight of BB is
882 // known. In this case, this edge can be based on BB's weight.
883 // We add up all the other known edges and set the weight on
884 // the self-referential edge as we did in the previous case.
885 //
886 // In any other case, we must continue iterating. Eventually,
887 // all edges will get a weight, or iteration will stop when
888 // it reaches SampleProfileMaxPropagateIterations.
889 if (NumUnknownEdges <= 1) {
Diego Novillo38be3332015-10-15 16:36:21 +0000890 uint64_t &BBWeight = BlockWeights[EC];
Diego Novillo0accb3d2014-01-10 23:23:46 +0000891 if (NumUnknownEdges == 0) {
Dehao Chen29d26412016-07-11 16:40:17 +0000892 if (!VisitedBlocks.count(EC)) {
893 // If we already know the weight of all edges, the weight of the
894 // basic block can be computed. It should be no larger than the sum
895 // of all edge weights.
896 if (TotalWeight > BBWeight) {
897 BBWeight = TotalWeight;
898 Changed = true;
899 DEBUG(dbgs() << "All edge weights for " << BB->getName()
900 << " known. Set weight for block: ";
901 printBlockWeight(dbgs(), BB););
902 }
903 } else if (NumTotalEdges == 1 &&
904 EdgeWeights[SingleEdge] < BlockWeights[EC]) {
905 // If there is only one edge for the visited basic block, use the
906 // block weight to adjust edge weight if edge weight is smaller.
907 EdgeWeights[SingleEdge] = BlockWeights[EC];
Diego Novillo0accb3d2014-01-10 23:23:46 +0000908 Changed = true;
Diego Novillo0accb3d2014-01-10 23:23:46 +0000909 }
Dehao Chen7c41dd62015-10-01 00:26:56 +0000910 } else if (NumUnknownEdges == 1 && VisitedBlocks.count(EC)) {
Diego Novillo0accb3d2014-01-10 23:23:46 +0000911 // If there is a single unknown edge and the block has been
912 // visited, then we can compute E's weight.
913 if (BBWeight >= TotalWeight)
914 EdgeWeights[UnknownEdge] = BBWeight - TotalWeight;
915 else
916 EdgeWeights[UnknownEdge] = 0;
Dehao Chenc0a1e432016-08-12 16:22:12 +0000917 const BasicBlock *OtherEC;
918 if (i == 0)
919 OtherEC = EquivalenceClass[UnknownEdge.first];
920 else
921 OtherEC = EquivalenceClass[UnknownEdge.second];
922 // Edge weights should never exceed the BB weights it connects.
923 if (VisitedBlocks.count(OtherEC) &&
924 EdgeWeights[UnknownEdge] > BlockWeights[OtherEC])
925 EdgeWeights[UnknownEdge] = BlockWeights[OtherEC];
Diego Novillo0accb3d2014-01-10 23:23:46 +0000926 VisitedEdges.insert(UnknownEdge);
927 Changed = true;
928 DEBUG(dbgs() << "Set weight for edge: ";
929 printEdgeWeight(dbgs(), UnknownEdge));
930 }
Dehao Chenc0a1e432016-08-12 16:22:12 +0000931 } else if (VisitedBlocks.count(EC) && BlockWeights[EC] == 0) {
932 // If a block Weights 0, all its in/out edges should weight 0.
933 if (i == 0) {
934 for (auto *Pred : Predecessors[BB]) {
935 Edge E = std::make_pair(Pred, BB);
936 EdgeWeights[E] = 0;
937 VisitedEdges.insert(E);
938 }
939 } else {
940 for (auto *Succ : Successors[BB]) {
941 Edge E = std::make_pair(BB, Succ);
942 EdgeWeights[E] = 0;
943 VisitedEdges.insert(E);
944 }
945 }
Dehao Chen7c41dd62015-10-01 00:26:56 +0000946 } else if (SelfReferentialEdge.first && VisitedBlocks.count(EC)) {
Diego Novillo38be3332015-10-15 16:36:21 +0000947 uint64_t &BBWeight = BlockWeights[BB];
Diego Novillo0accb3d2014-01-10 23:23:46 +0000948 // We have a self-referential edge and the weight of BB is known.
949 if (BBWeight >= TotalWeight)
950 EdgeWeights[SelfReferentialEdge] = BBWeight - TotalWeight;
951 else
952 EdgeWeights[SelfReferentialEdge] = 0;
953 VisitedEdges.insert(SelfReferentialEdge);
954 Changed = true;
955 DEBUG(dbgs() << "Set self-referential edge weight to: ";
956 printEdgeWeight(dbgs(), SelfReferentialEdge));
957 }
Dehao Chenc0a1e432016-08-12 16:22:12 +0000958 if (UpdateBlockCount && !VisitedBlocks.count(EC) && TotalWeight > 0) {
959 BlockWeights[EC] = TotalWeight;
960 VisitedBlocks.insert(EC);
961 Changed = true;
962 }
Diego Novillo0accb3d2014-01-10 23:23:46 +0000963 }
964 }
965
966 return Changed;
967}
968
969/// \brief Build in/out edge lists for each basic block in the CFG.
970///
971/// We are interested in unique edges. If a block B1 has multiple
972/// edges to another block B2, we only add a single B1->B2 edge.
Diego Novillode1ab262014-09-09 12:40:50 +0000973void SampleProfileLoader::buildEdges(Function &F) {
Diego Novillo19e7b7e2014-10-22 18:39:50 +0000974 for (auto &BI : F) {
975 BasicBlock *B1 = &BI;
Diego Novillo0accb3d2014-01-10 23:23:46 +0000976
977 // Add predecessors for B1.
978 SmallPtrSet<BasicBlock *, 16> Visited;
979 if (!Predecessors[B1].empty())
980 llvm_unreachable("Found a stale predecessors list in a basic block.");
Duncan P. N. Exon Smith6c990152014-07-21 17:06:51 +0000981 for (pred_iterator PI = pred_begin(B1), PE = pred_end(B1); PI != PE; ++PI) {
982 BasicBlock *B2 = *PI;
David Blaikie70573dc2014-11-19 07:49:26 +0000983 if (Visited.insert(B2).second)
Diego Novillo0accb3d2014-01-10 23:23:46 +0000984 Predecessors[B1].push_back(B2);
985 }
986
987 // Add successors for B1.
988 Visited.clear();
989 if (!Successors[B1].empty())
990 llvm_unreachable("Found a stale successors list in a basic block.");
Duncan P. N. Exon Smith6c990152014-07-21 17:06:51 +0000991 for (succ_iterator SI = succ_begin(B1), SE = succ_end(B1); SI != SE; ++SI) {
992 BasicBlock *B2 = *SI;
David Blaikie70573dc2014-11-19 07:49:26 +0000993 if (Visited.insert(B2).second)
Diego Novillo0accb3d2014-01-10 23:23:46 +0000994 Successors[B1].push_back(B2);
995 }
996 }
997}
998
Dehao Chen77079002017-01-20 22:56:07 +0000999/// Sorts the CallTargetMap \p M by count in descending order and stores the
1000/// sorted result in \p Sorted. Returns the total counts.
1001static uint64_t SortCallTargets(SmallVector<InstrProfValueData, 2> &Sorted,
1002 const SampleRecord::CallTargetMap &M) {
1003 Sorted.clear();
1004 uint64_t Sum = 0;
1005 for (auto I = M.begin(); I != M.end(); ++I) {
1006 Sum += I->getValue();
1007 Sorted.push_back({Function::getGUID(I->getKey()), I->getValue()});
1008 }
1009 std::sort(Sorted.begin(), Sorted.end(),
1010 [](const InstrProfValueData &L, const InstrProfValueData &R) {
1011 if (L.Count == R.Count)
1012 return L.Value > R.Value;
1013 else
1014 return L.Count > R.Count;
1015 });
1016 return Sum;
1017}
1018
Diego Novillo0accb3d2014-01-10 23:23:46 +00001019/// \brief Propagate weights into edges
1020///
Diego Novillo19e7b7e2014-10-22 18:39:50 +00001021/// The following rules are applied to every block BB in the CFG:
Diego Novillo0accb3d2014-01-10 23:23:46 +00001022///
Diego Novillo19e7b7e2014-10-22 18:39:50 +00001023/// - If BB has a single predecessor/successor, then the weight
Diego Novillo0accb3d2014-01-10 23:23:46 +00001024/// of that edge is the weight of the block.
1025///
1026/// - If all incoming or outgoing edges are known except one, and the
1027/// weight of the block is already known, the weight of the unknown
1028/// edge will be the weight of the block minus the sum of all the known
Diego Novillo19e7b7e2014-10-22 18:39:50 +00001029/// edges. If the sum of all the known edges is larger than BB's weight,
Diego Novillo0accb3d2014-01-10 23:23:46 +00001030/// we set the unknown edge weight to zero.
1031///
1032/// - If there is a self-referential edge, and the weight of the block is
1033/// known, the weight for that edge is set to the weight of the block
1034/// minus the weight of the other incoming edges to that block (if
1035/// known).
Diego Novillode1ab262014-09-09 12:40:50 +00001036void SampleProfileLoader::propagateWeights(Function &F) {
Diego Novillo0accb3d2014-01-10 23:23:46 +00001037 bool Changed = true;
Diego Novillo38be3332015-10-15 16:36:21 +00001038 unsigned I = 0;
Diego Novillo0accb3d2014-01-10 23:23:46 +00001039
Diego Novilloffc84e32015-05-13 17:04:29 +00001040 // Add an entry count to the function using the samples gathered
1041 // at the function entry.
Dehao Chenc0a1e432016-08-12 16:22:12 +00001042 F.setEntryCount(Samples->getHeadSamples() + 1);
1043
1044 // If BB weight is larger than its corresponding loop's header BB weight,
1045 // use the BB weight to replace the loop header BB weight.
1046 for (auto &BI : F) {
1047 BasicBlock *BB = &BI;
1048 Loop *L = LI->getLoopFor(BB);
1049 if (!L) {
1050 continue;
1051 }
1052 BasicBlock *Header = L->getHeader();
1053 if (Header && BlockWeights[BB] > BlockWeights[Header]) {
1054 BlockWeights[Header] = BlockWeights[BB];
1055 }
1056 }
Diego Novilloffc84e32015-05-13 17:04:29 +00001057
Diego Novillo0accb3d2014-01-10 23:23:46 +00001058 // Before propagation starts, build, for each block, a list of
1059 // unique predecessors and successors. This is necessary to handle
1060 // identical edges in multiway branches. Since we visit all blocks and all
1061 // edges of the CFG, it is cleaner to build these lists once at the start
1062 // of the pass.
1063 buildEdges(F);
1064
1065 // Propagate until we converge or we go past the iteration limit.
Diego Novillo38be3332015-10-15 16:36:21 +00001066 while (Changed && I++ < SampleProfileMaxPropagateIterations) {
Dehao Chenc0a1e432016-08-12 16:22:12 +00001067 Changed = propagateThroughEdges(F, false);
1068 }
1069
1070 // The first propagation propagates BB counts from annotated BBs to unknown
1071 // BBs. The 2nd propagation pass resets edges weights, and use all BB weights
1072 // to propagate edge weights.
1073 VisitedEdges.clear();
1074 Changed = true;
1075 while (Changed && I++ < SampleProfileMaxPropagateIterations) {
1076 Changed = propagateThroughEdges(F, false);
1077 }
1078
1079 // The 3rd propagation pass allows adjust annotated BB weights that are
1080 // obviously wrong.
1081 Changed = true;
1082 while (Changed && I++ < SampleProfileMaxPropagateIterations) {
1083 Changed = propagateThroughEdges(F, true);
Diego Novillo0accb3d2014-01-10 23:23:46 +00001084 }
1085
1086 // Generate MD_prof metadata for every branch instruction using the
1087 // edge weights computed during propagation.
1088 DEBUG(dbgs() << "\nPropagation complete. Setting branch weights\n");
Diego Novillo7963ea12015-10-26 18:52:53 +00001089 LLVMContext &Ctx = F.getContext();
1090 MDBuilder MDB(Ctx);
Diego Novillo19e7b7e2014-10-22 18:39:50 +00001091 for (auto &BI : F) {
1092 BasicBlock *BB = &BI;
Dehao Chen9232f982016-07-11 16:48:54 +00001093
1094 if (BlockWeights[BB]) {
1095 for (auto &I : BB->getInstList()) {
Dehao Chen77079002017-01-20 22:56:07 +00001096 if (!isa<CallInst>(I) && !isa<InvokeInst>(I))
1097 continue;
1098 CallSite CS(&I);
1099 if (!CS.getCalledFunction()) {
1100 const DebugLoc &DLoc = I.getDebugLoc();
1101 if (!DLoc)
1102 continue;
1103 const DILocation *DIL = DLoc;
Dehao Chen448b5792017-02-05 07:32:17 +00001104 uint32_t LineOffset = getOffset(DIL);
Dehao Chen77079002017-01-20 22:56:07 +00001105 uint32_t Discriminator = DIL->getDiscriminator();
1106
1107 const FunctionSamples *FS = findFunctionSamples(I);
1108 if (!FS)
1109 continue;
1110 auto T = FS->findCallTargetMapAt(LineOffset, Discriminator);
1111 if (!T || T.get().size() == 0)
1112 continue;
1113 SmallVector<InstrProfValueData, 2> SortedCallTargets;
1114 uint64_t Sum = SortCallTargets(SortedCallTargets, T.get());
1115 annotateValueSite(*I.getParent()->getParent()->getParent(), I,
1116 SortedCallTargets, Sum, IPVK_IndirectCallTarget,
1117 SortedCallTargets.size());
1118 } else if (!dyn_cast<IntrinsicInst>(&I)) {
1119 SmallVector<uint32_t, 1> Weights;
1120 Weights.push_back(BlockWeights[BB]);
1121 I.setMetadata(LLVMContext::MD_prof, MDB.createBranchWeights(Weights));
Dehao Chen9232f982016-07-11 16:48:54 +00001122 }
1123 }
1124 }
Diego Novillo19e7b7e2014-10-22 18:39:50 +00001125 TerminatorInst *TI = BB->getTerminator();
Diego Novillo0accb3d2014-01-10 23:23:46 +00001126 if (TI->getNumSuccessors() == 1)
1127 continue;
1128 if (!isa<BranchInst>(TI) && !isa<SwitchInst>(TI))
1129 continue;
1130
1131 DEBUG(dbgs() << "\nGetting weights for branch at line "
Diego Novillo92aa8c22014-03-10 22:41:28 +00001132 << TI->getDebugLoc().getLine() << ".\n");
Diego Novillo38be3332015-10-15 16:36:21 +00001133 SmallVector<uint32_t, 4> Weights;
Diego Novillo7963ea12015-10-26 18:52:53 +00001134 uint32_t MaxWeight = 0;
Diego Novillo7963ea12015-10-26 18:52:53 +00001135 DebugLoc MaxDestLoc;
Diego Novillo0accb3d2014-01-10 23:23:46 +00001136 for (unsigned I = 0; I < TI->getNumSuccessors(); ++I) {
1137 BasicBlock *Succ = TI->getSuccessor(I);
Diego Novillo19e7b7e2014-10-22 18:39:50 +00001138 Edge E = std::make_pair(BB, Succ);
Diego Novillo38be3332015-10-15 16:36:21 +00001139 uint64_t Weight = EdgeWeights[E];
Diego Novillo0accb3d2014-01-10 23:23:46 +00001140 DEBUG(dbgs() << "\t"; printEdgeWeight(dbgs(), E));
Diego Novillo38be3332015-10-15 16:36:21 +00001141 // Use uint32_t saturated arithmetic to adjust the incoming weights,
1142 // if needed. Sample counts in profiles are 64-bit unsigned values,
1143 // but internally branch weights are expressed as 32-bit values.
1144 if (Weight > std::numeric_limits<uint32_t>::max()) {
1145 DEBUG(dbgs() << " (saturated due to uint32_t overflow)");
1146 Weight = std::numeric_limits<uint32_t>::max();
1147 }
Dehao Chenc0a1e432016-08-12 16:22:12 +00001148 // Weight is added by one to avoid propagation errors introduced by
1149 // 0 weights.
1150 Weights.push_back(static_cast<uint32_t>(Weight + 1));
Diego Novillo7963ea12015-10-26 18:52:53 +00001151 if (Weight != 0) {
1152 if (Weight > MaxWeight) {
1153 MaxWeight = Weight;
Diego Novillo7963ea12015-10-26 18:52:53 +00001154 MaxDestLoc = Succ->getFirstNonPHIOrDbgOrLifetime()->getDebugLoc();
1155 }
1156 }
Diego Novillo0accb3d2014-01-10 23:23:46 +00001157 }
1158
1159 // Only set weights if there is at least one non-zero weight.
1160 // In any other case, let the analyzer set weights.
Dehao Chen82667d02016-09-19 16:33:41 +00001161 if (MaxWeight > 0) {
1162 DEBUG(dbgs() << "SUCCESS. Found non-zero weights.\n");
1163 TI->setMetadata(llvm::LLVMContext::MD_prof,
1164 MDB.createBranchWeights(Weights));
1165 DebugLoc BranchLoc = TI->getDebugLoc();
1166 emitOptimizationRemark(
1167 Ctx, DEBUG_TYPE, F, MaxDestLoc,
1168 Twine("most popular destination for conditional branches at ") +
1169 ((BranchLoc) ? Twine(BranchLoc->getFilename() + ":" +
1170 Twine(BranchLoc.getLine()) + ":" +
1171 Twine(BranchLoc.getCol()))
1172 : Twine("<UNKNOWN LOCATION>")));
1173 } else {
1174 DEBUG(dbgs() << "SKIPPED. All branch weights are zero.\n");
1175 }
Diego Novillo0accb3d2014-01-10 23:23:46 +00001176 }
1177}
1178
1179/// \brief Get the line number for the function header.
1180///
1181/// This looks up function \p F in the current compilation unit and
1182/// retrieves the line number where the function is defined. This is
1183/// line 0 for all the samples read from the profile file. Every line
1184/// number is relative to this line.
1185///
1186/// \param F Function object to query.
1187///
Diego Novilloa32aa322014-03-14 21:58:59 +00001188/// \returns the line number where \p F is defined. If it returns 0,
1189/// it means that there is no debug information available for \p F.
Diego Novillode1ab262014-09-09 12:40:50 +00001190unsigned SampleProfileLoader::getFunctionLoc(Function &F) {
Pete Cooperadebb932016-03-11 02:14:16 +00001191 if (DISubprogram *S = F.getSubprogram())
Duncan P. N. Exon Smith537b4a82015-04-14 03:40:37 +00001192 return S->getLine();
Diego Novillo0accb3d2014-01-10 23:23:46 +00001193
Diego Novilloaa555072015-10-27 18:41:46 +00001194 // If the start of \p F is missing, emit a diagnostic to inform the user
Diego Novillo8027b802014-10-22 12:59:00 +00001195 // about the missed opportunity.
David Blaikie61079682014-03-16 01:36:18 +00001196 F.getContext().diagnose(DiagnosticInfoSampleProfile(
Diego Novilloa67c0b42014-10-22 13:36:35 +00001197 "No debug information found in function " + F.getName() +
1198 ": Function profile not used",
1199 DS_Warning));
Diego Novilloa32aa322014-03-14 21:58:59 +00001200 return 0;
Diego Novillo0accb3d2014-01-10 23:23:46 +00001201}
1202
Diego Novillo7732ae42015-08-26 20:00:27 +00001203void SampleProfileLoader::computeDominanceAndLoopInfo(Function &F) {
1204 DT.reset(new DominatorTree);
1205 DT->recalculate(F);
1206
1207 PDT.reset(new DominatorTreeBase<BasicBlock>(true));
1208 PDT->recalculate(F);
1209
1210 LI.reset(new LoopInfo);
1211 LI->analyze(*DT);
1212}
1213
Diego Novillo0accb3d2014-01-10 23:23:46 +00001214/// \brief Generate branch weight metadata for all branches in \p F.
1215///
1216/// Branch weights are computed out of instruction samples using a
1217/// propagation heuristic. Propagation proceeds in 3 phases:
1218///
1219/// 1- Assignment of block weights. All the basic blocks in the function
1220/// are initial assigned the same weight as their most frequently
1221/// executed instruction.
1222///
1223/// 2- Creation of equivalence classes. Since samples may be missing from
1224/// blocks, we can fill in the gaps by setting the weights of all the
1225/// blocks in the same equivalence class to the same weight. To compute
1226/// the concept of equivalence, we use dominance and loop information.
1227/// Two blocks B1 and B2 are in the same equivalence class if B1
1228/// dominates B2, B2 post-dominates B1 and both are in the same loop.
1229///
1230/// 3- Propagation of block weights into edges. This uses a simple
1231/// propagation heuristic. The following rules are applied to every
Diego Novillo19e7b7e2014-10-22 18:39:50 +00001232/// block BB in the CFG:
Diego Novillo0accb3d2014-01-10 23:23:46 +00001233///
Diego Novillo19e7b7e2014-10-22 18:39:50 +00001234/// - If BB has a single predecessor/successor, then the weight
Diego Novillo0accb3d2014-01-10 23:23:46 +00001235/// of that edge is the weight of the block.
1236///
1237/// - If all the edges are known except one, and the weight of the
1238/// block is already known, the weight of the unknown edge will
1239/// be the weight of the block minus the sum of all the known
Diego Novillo19e7b7e2014-10-22 18:39:50 +00001240/// edges. If the sum of all the known edges is larger than BB's weight,
Diego Novillo0accb3d2014-01-10 23:23:46 +00001241/// we set the unknown edge weight to zero.
1242///
1243/// - If there is a self-referential edge, and the weight of the block is
1244/// known, the weight for that edge is set to the weight of the block
1245/// minus the weight of the other incoming edges to that block (if
1246/// known).
1247///
1248/// Since this propagation is not guaranteed to finalize for every CFG, we
1249/// only allow it to proceed for a limited number of iterations (controlled
1250/// by -sample-profile-max-propagate-iterations).
1251///
1252/// FIXME: Try to replace this propagation heuristic with a scheme
1253/// that is guaranteed to finalize. A work-list approach similar to
1254/// the standard value propagation algorithm used by SSA-CCP might
1255/// work here.
1256///
1257/// Once all the branch weights are computed, we emit the MD_prof
Diego Novillo19e7b7e2014-10-22 18:39:50 +00001258/// metadata on BB using the computed values for each of its branches.
Diego Novillo0accb3d2014-01-10 23:23:46 +00001259///
1260/// \param F The function to query.
Diego Novilloa32aa322014-03-14 21:58:59 +00001261///
1262/// \returns true if \p F was modified. Returns false, otherwise.
Diego Novillode1ab262014-09-09 12:40:50 +00001263bool SampleProfileLoader::emitAnnotations(Function &F) {
Diego Novillo0accb3d2014-01-10 23:23:46 +00001264 bool Changed = false;
1265
Dehao Chen41dc5a62015-10-09 16:50:16 +00001266 if (getFunctionLoc(F) == 0)
Diego Novilloa32aa322014-03-14 21:58:59 +00001267 return false;
1268
Diego Novillo0accb3d2014-01-10 23:23:46 +00001269 DEBUG(dbgs() << "Line number for the first instruction in " << F.getName()
Dehao Chen41dc5a62015-10-09 16:50:16 +00001270 << ": " << getFunctionLoc(F) << "\n");
Diego Novillo0accb3d2014-01-10 23:23:46 +00001271
Dehao Chen67226882015-09-30 00:42:46 +00001272 Changed |= inlineHotFunctions(F);
1273
Diego Novillo0accb3d2014-01-10 23:23:46 +00001274 // Compute basic block weights.
1275 Changed |= computeBlockWeights(F);
1276
1277 if (Changed) {
Diego Novillo7732ae42015-08-26 20:00:27 +00001278 // Compute dominance and loop info needed for propagation.
1279 computeDominanceAndLoopInfo(F);
1280
Diego Novillo0accb3d2014-01-10 23:23:46 +00001281 // Find equivalence classes.
1282 findEquivalenceClasses(F);
1283
1284 // Propagate weights to all edges.
1285 propagateWeights(F);
1286 }
1287
Diego Novillof9ed08e2015-10-31 21:53:58 +00001288 // If coverage checking was requested, compute it now.
Diego Novillo243ea6a2015-11-23 20:12:21 +00001289 if (SampleProfileRecordCoverage) {
1290 unsigned Used = CoverageTracker.countUsedRecords(Samples);
1291 unsigned Total = CoverageTracker.countBodyRecords(Samples);
Diego Novillof9ed08e2015-10-31 21:53:58 +00001292 unsigned Coverage = CoverageTracker.computeCoverage(Used, Total);
Diego Novillo243ea6a2015-11-23 20:12:21 +00001293 if (Coverage < SampleProfileRecordCoverage) {
Diego Novillof9ed08e2015-10-31 21:53:58 +00001294 F.getContext().diagnose(DiagnosticInfoSampleProfile(
Pete Cooperadebb932016-03-11 02:14:16 +00001295 F.getSubprogram()->getFilename(), getFunctionLoc(F),
Diego Novillof9ed08e2015-10-31 21:53:58 +00001296 Twine(Used) + " of " + Twine(Total) + " available profile records (" +
1297 Twine(Coverage) + "%) were applied",
1298 DS_Warning));
1299 }
1300 }
1301
Diego Novillo243ea6a2015-11-23 20:12:21 +00001302 if (SampleProfileSampleCoverage) {
1303 uint64_t Used = CoverageTracker.getTotalUsedSamples();
1304 uint64_t Total = CoverageTracker.countBodySamples(Samples);
1305 unsigned Coverage = CoverageTracker.computeCoverage(Used, Total);
1306 if (Coverage < SampleProfileSampleCoverage) {
1307 F.getContext().diagnose(DiagnosticInfoSampleProfile(
Pete Cooperadebb932016-03-11 02:14:16 +00001308 F.getSubprogram()->getFilename(), getFunctionLoc(F),
Diego Novillo243ea6a2015-11-23 20:12:21 +00001309 Twine(Used) + " of " + Twine(Total) + " available profile samples (" +
1310 Twine(Coverage) + "%) were applied",
1311 DS_Warning));
1312 }
1313 }
Diego Novillo0accb3d2014-01-10 23:23:46 +00001314 return Changed;
1315}
1316
Xinliang David Lie897edb2016-05-27 22:30:44 +00001317char SampleProfileLoaderLegacyPass::ID = 0;
Daniel Jasperaec2fa32016-12-19 08:22:17 +00001318INITIALIZE_PASS_BEGIN(SampleProfileLoaderLegacyPass, "sample-profile",
1319 "Sample Profile loader", false, false)
1320INITIALIZE_PASS_DEPENDENCY(AssumptionCacheTracker)
1321INITIALIZE_PASS_END(SampleProfileLoaderLegacyPass, "sample-profile",
1322 "Sample Profile loader", false, false)
Diego Novilloc0dd1032013-11-26 20:37:33 +00001323
1324bool SampleProfileLoader::doInitialization(Module &M) {
Diego Novillo7732ae42015-08-26 20:00:27 +00001325 auto &Ctx = M.getContext();
Diego Novillo4d711132015-08-25 15:25:11 +00001326 auto ReaderOrErr = SampleProfileReader::create(Filename, Ctx);
Diego Novillofcd55602014-11-03 00:51:45 +00001327 if (std::error_code EC = ReaderOrErr.getError()) {
Diego Novilloc572e922014-10-30 18:00:06 +00001328 std::string Msg = "Could not open profile: " + EC.message();
David Blaikie2297a912015-11-02 20:01:13 +00001329 Ctx.diagnose(DiagnosticInfoSampleProfile(Filename, Msg));
Diego Novilloc572e922014-10-30 18:00:06 +00001330 return false;
1331 }
Diego Novillofcd55602014-11-03 00:51:45 +00001332 Reader = std::move(ReaderOrErr.get());
Diego Novilloc572e922014-10-30 18:00:06 +00001333 ProfileIsValid = (Reader->read() == sampleprof_error::success);
Diego Novilloc0dd1032013-11-26 20:37:33 +00001334 return true;
1335}
1336
Diego Novillo4d711132015-08-25 15:25:11 +00001337ModulePass *llvm::createSampleProfileLoaderPass() {
Xinliang David Lie897edb2016-05-27 22:30:44 +00001338 return new SampleProfileLoaderLegacyPass(SampleProfileFile);
Diego Novilloc0dd1032013-11-26 20:37:33 +00001339}
1340
Diego Novillo4d711132015-08-25 15:25:11 +00001341ModulePass *llvm::createSampleProfileLoaderPass(StringRef Name) {
Xinliang David Lie897edb2016-05-27 22:30:44 +00001342 return new SampleProfileLoaderLegacyPass(Name);
Diego Novilloc0dd1032013-11-26 20:37:33 +00001343}
1344
Diego Novillo4d711132015-08-25 15:25:11 +00001345bool SampleProfileLoader::runOnModule(Module &M) {
Diego Novilloa8a3bd22015-10-28 17:40:22 +00001346 if (!ProfileIsValid)
1347 return false;
1348
Diego Novillo84f06cc2015-11-27 23:14:51 +00001349 // Compute the total number of samples collected in this profile.
1350 for (const auto &I : Reader->getProfiles())
1351 TotalCollectedSamples += I.second.getTotalSamples();
1352
Diego Novillo4d711132015-08-25 15:25:11 +00001353 bool retval = false;
1354 for (auto &F : M)
Diego Novilloa8a3bd22015-10-28 17:40:22 +00001355 if (!F.isDeclaration()) {
1356 clearFunctionData();
Diego Novillo4d711132015-08-25 15:25:11 +00001357 retval |= runOnFunction(F);
Diego Novilloa8a3bd22015-10-28 17:40:22 +00001358 }
Dehao Chen40dd8c52016-12-14 22:06:49 +00001359 if (M.getProfileSummary() == nullptr)
1360 M.setProfileSummary(Reader->getSummary().getMD(M.getContext()));
Diego Novillo4d711132015-08-25 15:25:11 +00001361 return retval;
1362}
1363
Xinliang David Lie897edb2016-05-27 22:30:44 +00001364bool SampleProfileLoaderLegacyPass::runOnModule(Module &M) {
Daniel Jasperaec2fa32016-12-19 08:22:17 +00001365 // FIXME: pass in AssumptionCache correctly for the new pass manager.
1366 SampleLoader.setACT(&getAnalysis<AssumptionCacheTracker>());
Xinliang David Lie897edb2016-05-27 22:30:44 +00001367 return SampleLoader.runOnModule(M);
1368}
1369
Diego Novillo8d6568b2013-11-13 12:22:21 +00001370bool SampleProfileLoader::runOnFunction(Function &F) {
Dehao Chen6c73b492016-02-22 22:46:21 +00001371 F.setEntryCount(0);
Diego Novillode1ab262014-09-09 12:40:50 +00001372 Samples = Reader->getSamplesFor(F);
1373 if (!Samples->empty())
1374 return emitAnnotations(F);
Diego Novillo0accb3d2014-01-10 23:23:46 +00001375 return false;
Diego Novillo8d6568b2013-11-13 12:22:21 +00001376}
Xinliang David Lid38392e2016-05-27 23:20:16 +00001377
1378PreservedAnalyses SampleProfileLoaderPass::run(Module &M,
Sean Silvafd03ac62016-08-09 00:28:38 +00001379 ModuleAnalysisManager &AM) {
Xinliang David Lid38392e2016-05-27 23:20:16 +00001380
1381 SampleProfileLoader SampleLoader(SampleProfileFile);
1382
1383 SampleLoader.doInitialization(M);
1384
1385 if (!SampleLoader.runOnModule(M))
1386 return PreservedAnalyses::all();
1387
1388 return PreservedAnalyses::none();
1389}