Diego Novillo | 8d6568b | 2013-11-13 12:22:21 +0000 | [diff] [blame] | 1 | //===- 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 Li | d38392e | 2016-05-27 23:20:16 +0000 | [diff] [blame] | 25 | #include "llvm/Transforms/SampleProfile.h" |
Diego Novillo | 8d6568b | 2013-11-13 12:22:21 +0000 | [diff] [blame] | 26 | #include "llvm/ADT/DenseMap.h" |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 27 | #include "llvm/ADT/SmallPtrSet.h" |
Chandler Carruth | 07baed5 | 2014-01-13 08:04:33 +0000 | [diff] [blame] | 28 | #include "llvm/ADT/SmallSet.h" |
Diego Novillo | 8d6568b | 2013-11-13 12:22:21 +0000 | [diff] [blame] | 29 | #include "llvm/ADT/StringRef.h" |
Dehao Chen | 071bb9d | 2016-06-20 20:53:40 +0000 | [diff] [blame] | 30 | #include "llvm/Analysis/AssumptionCache.h" |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 31 | #include "llvm/Analysis/LoopInfo.h" |
Chandler Carruth | 07baed5 | 2014-01-13 08:04:33 +0000 | [diff] [blame] | 32 | #include "llvm/Analysis/PostDominators.h" |
Diego Novillo | 8d6568b | 2013-11-13 12:22:21 +0000 | [diff] [blame] | 33 | #include "llvm/IR/Constants.h" |
Chandler Carruth | 9a4c9e5 | 2014-03-06 00:46:21 +0000 | [diff] [blame] | 34 | #include "llvm/IR/DebugInfo.h" |
Diego Novillo | a32aa32 | 2014-03-14 21:58:59 +0000 | [diff] [blame] | 35 | #include "llvm/IR/DiagnosticInfo.h" |
Chandler Carruth | 5ad5f15 | 2014-01-13 09:26:24 +0000 | [diff] [blame] | 36 | #include "llvm/IR/Dominators.h" |
Diego Novillo | 8d6568b | 2013-11-13 12:22:21 +0000 | [diff] [blame] | 37 | #include "llvm/IR/Function.h" |
Chandler Carruth | 8394857 | 2014-03-04 10:30:26 +0000 | [diff] [blame] | 38 | #include "llvm/IR/InstIterator.h" |
Diego Novillo | 8d6568b | 2013-11-13 12:22:21 +0000 | [diff] [blame] | 39 | #include "llvm/IR/Instructions.h" |
Xinliang David Li | d38392e | 2016-05-27 23:20:16 +0000 | [diff] [blame] | 40 | #include "llvm/IR/IntrinsicInst.h" |
Diego Novillo | 8d6568b | 2013-11-13 12:22:21 +0000 | [diff] [blame] | 41 | #include "llvm/IR/LLVMContext.h" |
Diego Novillo | 8d6568b | 2013-11-13 12:22:21 +0000 | [diff] [blame] | 42 | #include "llvm/IR/MDBuilder.h" |
Chandler Carruth | 8a8cd2b | 2014-01-07 11:48:04 +0000 | [diff] [blame] | 43 | #include "llvm/IR/Metadata.h" |
Diego Novillo | 8d6568b | 2013-11-13 12:22:21 +0000 | [diff] [blame] | 44 | #include "llvm/IR/Module.h" |
| 45 | #include "llvm/Pass.h" |
Diego Novillo | de1ab26 | 2014-09-09 12:40:50 +0000 | [diff] [blame] | 46 | #include "llvm/ProfileData/SampleProfReader.h" |
Diego Novillo | 8d6568b | 2013-11-13 12:22:21 +0000 | [diff] [blame] | 47 | #include "llvm/Support/CommandLine.h" |
| 48 | #include "llvm/Support/Debug.h" |
Dehao Chen | 8e7df83 | 2015-09-29 18:28:15 +0000 | [diff] [blame] | 49 | #include "llvm/Support/ErrorOr.h" |
Diego Novillo | 7ff0a17 | 2015-11-29 18:23:26 +0000 | [diff] [blame] | 50 | #include "llvm/Support/Format.h" |
Diego Novillo | 8d6568b | 2013-11-13 12:22:21 +0000 | [diff] [blame] | 51 | #include "llvm/Support/raw_ostream.h" |
Diego Novillo | 4d71113 | 2015-08-25 15:25:11 +0000 | [diff] [blame] | 52 | #include "llvm/Transforms/IPO.h" |
Dehao Chen | 57d1dda | 2016-03-03 18:09:32 +0000 | [diff] [blame] | 53 | #include "llvm/Transforms/Utils/Cloning.h" |
Logan Chien | 61c6df0 | 2014-02-22 06:34:10 +0000 | [diff] [blame] | 54 | #include <cctype> |
Diego Novillo | 8d6568b | 2013-11-13 12:22:21 +0000 | [diff] [blame] | 55 | |
| 56 | using namespace llvm; |
Diego Novillo | de1ab26 | 2014-09-09 12:40:50 +0000 | [diff] [blame] | 57 | using namespace sampleprof; |
Diego Novillo | 8d6568b | 2013-11-13 12:22:21 +0000 | [diff] [blame] | 58 | |
Chandler Carruth | 964daaa | 2014-04-22 02:55:47 +0000 | [diff] [blame] | 59 | #define DEBUG_TYPE "sample-profile" |
| 60 | |
Diego Novillo | 8d6568b | 2013-11-13 12:22:21 +0000 | [diff] [blame] | 61 | // Command line option to specify the file to read samples from. This is |
| 62 | // mainly used for debugging. |
| 63 | static cl::opt<std::string> SampleProfileFile( |
| 64 | "sample-profile-file", cl::init(""), cl::value_desc("filename"), |
| 65 | cl::desc("Profile file loaded by -sample-profile"), cl::Hidden); |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 66 | static cl::opt<unsigned> SampleProfileMaxPropagateIterations( |
| 67 | "sample-profile-max-propagate-iterations", cl::init(100), |
| 68 | cl::desc("Maximum number of iterations to go through when propagating " |
| 69 | "sample block/edge weights through the CFG.")); |
Diego Novillo | 243ea6a | 2015-11-23 20:12:21 +0000 | [diff] [blame] | 70 | static cl::opt<unsigned> SampleProfileRecordCoverage( |
| 71 | "sample-profile-check-record-coverage", cl::init(0), cl::value_desc("N"), |
| 72 | cl::desc("Emit a warning if less than N% of records in the input profile " |
| 73 | "are matched to the IR.")); |
| 74 | static cl::opt<unsigned> SampleProfileSampleCoverage( |
| 75 | "sample-profile-check-sample-coverage", cl::init(0), cl::value_desc("N"), |
Diego Novillo | 748b3ffe | 2015-10-28 22:30:25 +0000 | [diff] [blame] | 76 | cl::desc("Emit a warning if less than N% of samples in the input profile " |
| 77 | "are matched to the IR.")); |
Diego Novillo | b579240 | 2015-11-27 23:14:49 +0000 | [diff] [blame] | 78 | static cl::opt<double> SampleProfileHotThreshold( |
| 79 | "sample-profile-inline-hot-threshold", cl::init(0.1), cl::value_desc("N"), |
Diego Novillo | 0b6985a | 2015-11-24 22:38:37 +0000 | [diff] [blame] | 80 | cl::desc("Inlined functions that account for more than N% of all samples " |
| 81 | "collected in the parent function, will be inlined again.")); |
Diego Novillo | 8d6568b | 2013-11-13 12:22:21 +0000 | [diff] [blame] | 82 | |
| 83 | namespace { |
Diego Novillo | 38be333 | 2015-10-15 16:36:21 +0000 | [diff] [blame] | 84 | typedef DenseMap<const BasicBlock *, uint64_t> BlockWeightMap; |
Dehao Chen | 8e7df83 | 2015-09-29 18:28:15 +0000 | [diff] [blame] | 85 | typedef DenseMap<const BasicBlock *, const BasicBlock *> EquivalenceClassMap; |
| 86 | typedef std::pair<const BasicBlock *, const BasicBlock *> Edge; |
Diego Novillo | 38be333 | 2015-10-15 16:36:21 +0000 | [diff] [blame] | 87 | typedef DenseMap<Edge, uint64_t> EdgeWeightMap; |
Dehao Chen | 8e7df83 | 2015-09-29 18:28:15 +0000 | [diff] [blame] | 88 | typedef DenseMap<const BasicBlock *, SmallVector<const BasicBlock *, 8>> |
| 89 | BlockEdgeMap; |
Diego Novillo | c0dd103 | 2013-11-26 20:37:33 +0000 | [diff] [blame] | 90 | |
Diego Novillo | de1ab26 | 2014-09-09 12:40:50 +0000 | [diff] [blame] | 91 | /// \brief Sample profile pass. |
Diego Novillo | c0dd103 | 2013-11-26 20:37:33 +0000 | [diff] [blame] | 92 | /// |
Diego Novillo | de1ab26 | 2014-09-09 12:40:50 +0000 | [diff] [blame] | 93 | /// This pass reads profile data from the file specified by |
| 94 | /// -sample-profile-file and annotates every affected function with the |
| 95 | /// profile information found in that file. |
Xinliang David Li | e897edb | 2016-05-27 22:30:44 +0000 | [diff] [blame] | 96 | class SampleProfileLoader { |
Diego Novillo | c0dd103 | 2013-11-26 20:37:33 +0000 | [diff] [blame] | 97 | public: |
Diego Novillo | de1ab26 | 2014-09-09 12:40:50 +0000 | [diff] [blame] | 98 | SampleProfileLoader(StringRef Name = SampleProfileFile) |
Dehao Chen | 071bb9d | 2016-06-20 20:53:40 +0000 | [diff] [blame] | 99 | : DT(nullptr), PDT(nullptr), LI(nullptr), ACT(nullptr), Reader(), |
| 100 | Samples(nullptr), Filename(Name), ProfileIsValid(false), |
| 101 | TotalCollectedSamples(0) {} |
Diego Novillo | de1ab26 | 2014-09-09 12:40:50 +0000 | [diff] [blame] | 102 | |
Xinliang David Li | e897edb | 2016-05-27 22:30:44 +0000 | [diff] [blame] | 103 | bool doInitialization(Module &M); |
| 104 | bool runOnModule(Module &M); |
Dehao Chen | 071bb9d | 2016-06-20 20:53:40 +0000 | [diff] [blame] | 105 | void setACT(AssumptionCacheTracker *A) { ACT = A; } |
Diego Novillo | de1ab26 | 2014-09-09 12:40:50 +0000 | [diff] [blame] | 106 | |
| 107 | void dump() { Reader->dump(); } |
| 108 | |
Diego Novillo | de1ab26 | 2014-09-09 12:40:50 +0000 | [diff] [blame] | 109 | protected: |
Diego Novillo | 4d71113 | 2015-08-25 15:25:11 +0000 | [diff] [blame] | 110 | bool runOnFunction(Function &F); |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 111 | unsigned getFunctionLoc(Function &F); |
Diego Novillo | de1ab26 | 2014-09-09 12:40:50 +0000 | [diff] [blame] | 112 | bool emitAnnotations(Function &F); |
Diego Novillo | 38be333 | 2015-10-15 16:36:21 +0000 | [diff] [blame] | 113 | ErrorOr<uint64_t> getInstWeight(const Instruction &I) const; |
| 114 | ErrorOr<uint64_t> getBlockWeight(const BasicBlock *BB) const; |
Dehao Chen | 41cde0b | 2016-09-18 23:11:37 +0000 | [diff] [blame] | 115 | const FunctionSamples *findCalleeFunctionSamples(const Instruction &I) const; |
Dehao Chen | 6722688 | 2015-09-30 00:42:46 +0000 | [diff] [blame] | 116 | const FunctionSamples *findFunctionSamples(const Instruction &I) const; |
| 117 | bool inlineHotFunctions(Function &F); |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 118 | void printEdgeWeight(raw_ostream &OS, Edge E); |
Dehao Chen | 8e7df83 | 2015-09-29 18:28:15 +0000 | [diff] [blame] | 119 | void printBlockWeight(raw_ostream &OS, const BasicBlock *BB) const; |
| 120 | void printBlockEquivalence(raw_ostream &OS, const BasicBlock *BB); |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 121 | bool computeBlockWeights(Function &F); |
| 122 | void findEquivalenceClasses(Function &F); |
Benjamin Kramer | 8a752e3 | 2016-02-13 16:01:12 +0000 | [diff] [blame] | 123 | void findEquivalencesFor(BasicBlock *BB1, ArrayRef<BasicBlock *> Descendants, |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 124 | DominatorTreeBase<BasicBlock> *DomTree); |
| 125 | void propagateWeights(Function &F); |
Diego Novillo | 38be333 | 2015-10-15 16:36:21 +0000 | [diff] [blame] | 126 | uint64_t visitEdge(Edge E, unsigned *NumUnknownEdges, Edge *UnknownEdge); |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 127 | void buildEdges(Function &F); |
Dehao Chen | c0a1e43 | 2016-08-12 16:22:12 +0000 | [diff] [blame] | 128 | bool propagateThroughEdges(Function &F, bool UpdateBlockCount); |
Diego Novillo | 7732ae4 | 2015-08-26 20:00:27 +0000 | [diff] [blame] | 129 | void computeDominanceAndLoopInfo(Function &F); |
Dehao Chen | 1004241 | 2015-10-21 01:22:27 +0000 | [diff] [blame] | 130 | unsigned getOffset(unsigned L, unsigned H) const; |
Diego Novillo | a8a3bd2 | 2015-10-28 17:40:22 +0000 | [diff] [blame] | 131 | void clearFunctionData(); |
Diego Novillo | c0dd103 | 2013-11-26 20:37:33 +0000 | [diff] [blame] | 132 | |
Diego Novillo | c0dd103 | 2013-11-26 20:37:33 +0000 | [diff] [blame] | 133 | /// \brief Map basic blocks to their computed weights. |
| 134 | /// |
| 135 | /// The weight of a basic block is defined to be the maximum |
| 136 | /// of all the instruction weights in that block. |
| 137 | BlockWeightMap BlockWeights; |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 138 | |
| 139 | /// \brief Map edges to their computed weights. |
| 140 | /// |
| 141 | /// Edge weights are computed by propagating basic block weights in |
| 142 | /// SampleProfile::propagateWeights. |
| 143 | EdgeWeightMap EdgeWeights; |
| 144 | |
| 145 | /// \brief Set of visited blocks during propagation. |
Matthias Braun | b30f2f51 | 2016-01-30 01:24:31 +0000 | [diff] [blame] | 146 | SmallPtrSet<const BasicBlock *, 32> VisitedBlocks; |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 147 | |
| 148 | /// \brief Set of visited edges during propagation. |
Matthias Braun | b30f2f51 | 2016-01-30 01:24:31 +0000 | [diff] [blame] | 149 | SmallSet<Edge, 32> VisitedEdges; |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 150 | |
| 151 | /// \brief Equivalence classes for block weights. |
| 152 | /// |
| 153 | /// Two blocks BB1 and BB2 are in the same equivalence class if they |
| 154 | /// dominate and post-dominate each other, and they are in the same loop |
| 155 | /// nest. When this happens, the two blocks are guaranteed to execute |
| 156 | /// the same number of times. |
| 157 | EquivalenceClassMap EquivalenceClass; |
| 158 | |
| 159 | /// \brief Dominance, post-dominance and loop information. |
Diego Novillo | 7732ae4 | 2015-08-26 20:00:27 +0000 | [diff] [blame] | 160 | std::unique_ptr<DominatorTree> DT; |
| 161 | std::unique_ptr<DominatorTreeBase<BasicBlock>> PDT; |
| 162 | std::unique_ptr<LoopInfo> LI; |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 163 | |
Dehao Chen | 071bb9d | 2016-06-20 20:53:40 +0000 | [diff] [blame] | 164 | AssumptionCacheTracker *ACT; |
| 165 | |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 166 | /// \brief Predecessors for each basic block in the CFG. |
| 167 | BlockEdgeMap Predecessors; |
| 168 | |
| 169 | /// \brief Successors for each basic block in the CFG. |
| 170 | BlockEdgeMap Successors; |
Diego Novillo | 92aa8c2 | 2014-03-10 22:41:28 +0000 | [diff] [blame] | 171 | |
Diego Novillo | 8d6568b | 2013-11-13 12:22:21 +0000 | [diff] [blame] | 172 | /// \brief Profile reader object. |
Diego Novillo | de1ab26 | 2014-09-09 12:40:50 +0000 | [diff] [blame] | 173 | std::unique_ptr<SampleProfileReader> Reader; |
| 174 | |
| 175 | /// \brief Samples collected for the body of this function. |
| 176 | FunctionSamples *Samples; |
Diego Novillo | 8d6568b | 2013-11-13 12:22:21 +0000 | [diff] [blame] | 177 | |
| 178 | /// \brief Name of the profile file to load. |
| 179 | StringRef Filename; |
Diego Novillo | a32aa32 | 2014-03-14 21:58:59 +0000 | [diff] [blame] | 180 | |
Alp Toker | 16f98b2 | 2014-04-09 14:47:27 +0000 | [diff] [blame] | 181 | /// \brief Flag indicating whether the profile input loaded successfully. |
Diego Novillo | a32aa32 | 2014-03-14 21:58:59 +0000 | [diff] [blame] | 182 | bool ProfileIsValid; |
Diego Novillo | 84f06cc | 2015-11-27 23:14:51 +0000 | [diff] [blame] | 183 | |
| 184 | /// \brief Total number of samples collected in this profile. |
| 185 | /// |
| 186 | /// This is the sum of all the samples collected in all the functions executed |
| 187 | /// at runtime. |
| 188 | uint64_t TotalCollectedSamples; |
Diego Novillo | 8d6568b | 2013-11-13 12:22:21 +0000 | [diff] [blame] | 189 | }; |
Diego Novillo | 748b3ffe | 2015-10-28 22:30:25 +0000 | [diff] [blame] | 190 | |
Xinliang David Li | e897edb | 2016-05-27 22:30:44 +0000 | [diff] [blame] | 191 | class SampleProfileLoaderLegacyPass : public ModulePass { |
| 192 | public: |
| 193 | // Class identification, replacement for typeinfo |
| 194 | static char ID; |
| 195 | |
| 196 | SampleProfileLoaderLegacyPass(StringRef Name = SampleProfileFile) |
| 197 | : ModulePass(ID), SampleLoader(Name) { |
| 198 | initializeSampleProfileLoaderLegacyPassPass( |
| 199 | *PassRegistry::getPassRegistry()); |
| 200 | } |
| 201 | |
| 202 | void dump() { SampleLoader.dump(); } |
| 203 | |
| 204 | bool doInitialization(Module &M) override { |
| 205 | return SampleLoader.doInitialization(M); |
| 206 | } |
| 207 | const char *getPassName() const override { return "Sample profile pass"; } |
| 208 | bool runOnModule(Module &M) override; |
| 209 | |
Dehao Chen | 071bb9d | 2016-06-20 20:53:40 +0000 | [diff] [blame] | 210 | void getAnalysisUsage(AnalysisUsage &AU) const override { |
| 211 | AU.addRequired<AssumptionCacheTracker>(); |
| 212 | } |
Dehao Chen | 41cde0b | 2016-09-18 23:11:37 +0000 | [diff] [blame] | 213 | |
Xinliang David Li | e897edb | 2016-05-27 22:30:44 +0000 | [diff] [blame] | 214 | private: |
| 215 | SampleProfileLoader SampleLoader; |
| 216 | }; |
| 217 | |
Diego Novillo | 748b3ffe | 2015-10-28 22:30:25 +0000 | [diff] [blame] | 218 | class SampleCoverageTracker { |
| 219 | public: |
Diego Novillo | 243ea6a | 2015-11-23 20:12:21 +0000 | [diff] [blame] | 220 | SampleCoverageTracker() : SampleCoverage(), TotalUsedSamples(0) {} |
Diego Novillo | 748b3ffe | 2015-10-28 22:30:25 +0000 | [diff] [blame] | 221 | |
Diego Novillo | 243ea6a | 2015-11-23 20:12:21 +0000 | [diff] [blame] | 222 | bool markSamplesUsed(const FunctionSamples *FS, uint32_t LineOffset, |
| 223 | uint32_t Discriminator, uint64_t Samples); |
Diego Novillo | f9ed08e | 2015-10-31 21:53:58 +0000 | [diff] [blame] | 224 | unsigned computeCoverage(unsigned Used, unsigned Total) const; |
Diego Novillo | 243ea6a | 2015-11-23 20:12:21 +0000 | [diff] [blame] | 225 | unsigned countUsedRecords(const FunctionSamples *FS) const; |
| 226 | unsigned countBodyRecords(const FunctionSamples *FS) const; |
| 227 | uint64_t getTotalUsedSamples() const { return TotalUsedSamples; } |
| 228 | uint64_t countBodySamples(const FunctionSamples *FS) const; |
| 229 | void clear() { |
| 230 | SampleCoverage.clear(); |
| 231 | TotalUsedSamples = 0; |
| 232 | } |
Diego Novillo | 748b3ffe | 2015-10-28 22:30:25 +0000 | [diff] [blame] | 233 | |
| 234 | private: |
Diego Novillo | 10cf124 | 2015-12-11 23:21:38 +0000 | [diff] [blame] | 235 | typedef std::map<LineLocation, unsigned> BodySampleCoverageMap; |
Diego Novillo | 748b3ffe | 2015-10-28 22:30:25 +0000 | [diff] [blame] | 236 | typedef DenseMap<const FunctionSamples *, BodySampleCoverageMap> |
| 237 | FunctionSamplesCoverageMap; |
| 238 | |
| 239 | /// Coverage map for sampling records. |
| 240 | /// |
| 241 | /// This map keeps a record of sampling records that have been matched to |
| 242 | /// an IR instruction. This is used to detect some form of staleness in |
| 243 | /// profiles (see flag -sample-profile-check-coverage). |
| 244 | /// |
| 245 | /// Each entry in the map corresponds to a FunctionSamples instance. This is |
| 246 | /// another map that counts how many times the sample record at the |
| 247 | /// given location has been used. |
| 248 | FunctionSamplesCoverageMap SampleCoverage; |
Diego Novillo | 243ea6a | 2015-11-23 20:12:21 +0000 | [diff] [blame] | 249 | |
| 250 | /// Number of samples used from the profile. |
| 251 | /// |
| 252 | /// When a sampling record is used for the first time, the samples from |
| 253 | /// that record are added to this accumulator. Coverage is later computed |
| 254 | /// based on the total number of samples available in this function and |
| 255 | /// its callsites. |
| 256 | /// |
| 257 | /// Note that this accumulator tracks samples used from a single function |
| 258 | /// and all the inlined callsites. Strictly, we should have a map of counters |
| 259 | /// keyed by FunctionSamples pointers, but these stats are cleared after |
| 260 | /// every function, so we just need to keep a single counter. |
| 261 | uint64_t TotalUsedSamples; |
Diego Novillo | 748b3ffe | 2015-10-28 22:30:25 +0000 | [diff] [blame] | 262 | }; |
| 263 | |
| 264 | SampleCoverageTracker CoverageTracker; |
Diego Novillo | 0b6985a | 2015-11-24 22:38:37 +0000 | [diff] [blame] | 265 | |
| 266 | /// Return true if the given callsite is hot wrt to its caller. |
| 267 | /// |
| 268 | /// Functions that were inlined in the original binary will be represented |
| 269 | /// in the inline stack in the sample profile. If the profile shows that |
| 270 | /// the original inline decision was "good" (i.e., the callsite is executed |
| 271 | /// frequently), then we will recreate the inline decision and apply the |
| 272 | /// profile from the inlined callsite. |
| 273 | /// |
| 274 | /// To decide whether an inlined callsite is hot, we compute the fraction |
| 275 | /// of samples used by the callsite with respect to the total number of samples |
| 276 | /// collected in the caller. |
| 277 | /// |
| 278 | /// If that fraction is larger than the default given by |
| 279 | /// SampleProfileHotThreshold, the callsite will be inlined again. |
| 280 | bool callsiteIsHot(const FunctionSamples *CallerFS, |
| 281 | const FunctionSamples *CallsiteFS) { |
| 282 | if (!CallsiteFS) |
| 283 | return false; // The callsite was not inlined in the original binary. |
| 284 | |
| 285 | uint64_t ParentTotalSamples = CallerFS->getTotalSamples(); |
| 286 | if (ParentTotalSamples == 0) |
| 287 | return false; // Avoid division by zero. |
| 288 | |
| 289 | uint64_t CallsiteTotalSamples = CallsiteFS->getTotalSamples(); |
| 290 | if (CallsiteTotalSamples == 0) |
| 291 | return false; // Callsite is trivially cold. |
| 292 | |
Diego Novillo | b579240 | 2015-11-27 23:14:49 +0000 | [diff] [blame] | 293 | double PercentSamples = |
| 294 | (double)CallsiteTotalSamples / (double)ParentTotalSamples * 100.0; |
Diego Novillo | 0b6985a | 2015-11-24 22:38:37 +0000 | [diff] [blame] | 295 | return PercentSamples >= SampleProfileHotThreshold; |
| 296 | } |
Diego Novillo | 748b3ffe | 2015-10-28 22:30:25 +0000 | [diff] [blame] | 297 | } |
| 298 | |
| 299 | /// Mark as used the sample record for the given function samples at |
| 300 | /// (LineOffset, Discriminator). |
Diego Novillo | f9ed08e | 2015-10-31 21:53:58 +0000 | [diff] [blame] | 301 | /// |
| 302 | /// \returns true if this is the first time we mark the given record. |
Diego Novillo | 243ea6a | 2015-11-23 20:12:21 +0000 | [diff] [blame] | 303 | bool SampleCoverageTracker::markSamplesUsed(const FunctionSamples *FS, |
Diego Novillo | 748b3ffe | 2015-10-28 22:30:25 +0000 | [diff] [blame] | 304 | uint32_t LineOffset, |
Diego Novillo | 243ea6a | 2015-11-23 20:12:21 +0000 | [diff] [blame] | 305 | uint32_t Discriminator, |
| 306 | uint64_t Samples) { |
Diego Novillo | f9ed08e | 2015-10-31 21:53:58 +0000 | [diff] [blame] | 307 | LineLocation Loc(LineOffset, Discriminator); |
Diego Novillo | 243ea6a | 2015-11-23 20:12:21 +0000 | [diff] [blame] | 308 | unsigned &Count = SampleCoverage[FS][Loc]; |
| 309 | bool FirstTime = (++Count == 1); |
| 310 | if (FirstTime) |
| 311 | TotalUsedSamples += Samples; |
| 312 | return FirstTime; |
Diego Novillo | 748b3ffe | 2015-10-28 22:30:25 +0000 | [diff] [blame] | 313 | } |
| 314 | |
| 315 | /// Return the number of sample records that were applied from this profile. |
Diego Novillo | 0b6985a | 2015-11-24 22:38:37 +0000 | [diff] [blame] | 316 | /// |
| 317 | /// This count does not include records from cold inlined callsites. |
Diego Novillo | 748b3ffe | 2015-10-28 22:30:25 +0000 | [diff] [blame] | 318 | unsigned |
Diego Novillo | 243ea6a | 2015-11-23 20:12:21 +0000 | [diff] [blame] | 319 | SampleCoverageTracker::countUsedRecords(const FunctionSamples *FS) const { |
| 320 | auto I = SampleCoverage.find(FS); |
Diego Novillo | 5fb49e5 | 2015-11-20 21:46:38 +0000 | [diff] [blame] | 321 | |
Diego Novillo | 243ea6a | 2015-11-23 20:12:21 +0000 | [diff] [blame] | 322 | // The size of the coverage map for FS represents the number of records |
Diego Novillo | 5fb49e5 | 2015-11-20 21:46:38 +0000 | [diff] [blame] | 323 | // that were marked used at least once. |
Diego Novillo | f9ed08e | 2015-10-31 21:53:58 +0000 | [diff] [blame] | 324 | unsigned Count = (I != SampleCoverage.end()) ? I->second.size() : 0; |
Diego Novillo | 5fb49e5 | 2015-11-20 21:46:38 +0000 | [diff] [blame] | 325 | |
| 326 | // If there are inlined callsites in this function, count the samples found |
| 327 | // in the respective bodies. However, do not bother counting callees with 0 |
| 328 | // total samples, these are callees that were never invoked at runtime. |
Diego Novillo | 243ea6a | 2015-11-23 20:12:21 +0000 | [diff] [blame] | 329 | for (const auto &I : FS->getCallsiteSamples()) { |
Diego Novillo | 5fb49e5 | 2015-11-20 21:46:38 +0000 | [diff] [blame] | 330 | const FunctionSamples *CalleeSamples = &I.second; |
Diego Novillo | 0b6985a | 2015-11-24 22:38:37 +0000 | [diff] [blame] | 331 | if (callsiteIsHot(FS, CalleeSamples)) |
Diego Novillo | 243ea6a | 2015-11-23 20:12:21 +0000 | [diff] [blame] | 332 | Count += countUsedRecords(CalleeSamples); |
Diego Novillo | 5fb49e5 | 2015-11-20 21:46:38 +0000 | [diff] [blame] | 333 | } |
| 334 | |
Diego Novillo | f9ed08e | 2015-10-31 21:53:58 +0000 | [diff] [blame] | 335 | return Count; |
| 336 | } |
| 337 | |
| 338 | /// Return the number of sample records in the body of this profile. |
| 339 | /// |
Diego Novillo | 0b6985a | 2015-11-24 22:38:37 +0000 | [diff] [blame] | 340 | /// This count does not include records from cold inlined callsites. |
Diego Novillo | f9ed08e | 2015-10-31 21:53:58 +0000 | [diff] [blame] | 341 | unsigned |
Diego Novillo | 243ea6a | 2015-11-23 20:12:21 +0000 | [diff] [blame] | 342 | SampleCoverageTracker::countBodyRecords(const FunctionSamples *FS) const { |
| 343 | unsigned Count = FS->getBodySamples().size(); |
Diego Novillo | 5fb49e5 | 2015-11-20 21:46:38 +0000 | [diff] [blame] | 344 | |
Diego Novillo | 0b6985a | 2015-11-24 22:38:37 +0000 | [diff] [blame] | 345 | // Only count records in hot callsites. |
Diego Novillo | 243ea6a | 2015-11-23 20:12:21 +0000 | [diff] [blame] | 346 | for (const auto &I : FS->getCallsiteSamples()) { |
Diego Novillo | 5fb49e5 | 2015-11-20 21:46:38 +0000 | [diff] [blame] | 347 | const FunctionSamples *CalleeSamples = &I.second; |
Diego Novillo | 0b6985a | 2015-11-24 22:38:37 +0000 | [diff] [blame] | 348 | if (callsiteIsHot(FS, CalleeSamples)) |
Diego Novillo | 243ea6a | 2015-11-23 20:12:21 +0000 | [diff] [blame] | 349 | Count += countBodyRecords(CalleeSamples); |
Diego Novillo | 5fb49e5 | 2015-11-20 21:46:38 +0000 | [diff] [blame] | 350 | } |
| 351 | |
Diego Novillo | f9ed08e | 2015-10-31 21:53:58 +0000 | [diff] [blame] | 352 | return Count; |
Diego Novillo | 748b3ffe | 2015-10-28 22:30:25 +0000 | [diff] [blame] | 353 | } |
| 354 | |
Diego Novillo | 243ea6a | 2015-11-23 20:12:21 +0000 | [diff] [blame] | 355 | /// Return the number of samples collected in the body of this profile. |
| 356 | /// |
Diego Novillo | 0b6985a | 2015-11-24 22:38:37 +0000 | [diff] [blame] | 357 | /// This count does not include samples from cold inlined callsites. |
Diego Novillo | 243ea6a | 2015-11-23 20:12:21 +0000 | [diff] [blame] | 358 | uint64_t |
| 359 | SampleCoverageTracker::countBodySamples(const FunctionSamples *FS) const { |
| 360 | uint64_t Total = 0; |
| 361 | for (const auto &I : FS->getBodySamples()) |
| 362 | Total += I.second.getSamples(); |
| 363 | |
Diego Novillo | 0b6985a | 2015-11-24 22:38:37 +0000 | [diff] [blame] | 364 | // Only count samples in hot callsites. |
Diego Novillo | 243ea6a | 2015-11-23 20:12:21 +0000 | [diff] [blame] | 365 | for (const auto &I : FS->getCallsiteSamples()) { |
| 366 | const FunctionSamples *CalleeSamples = &I.second; |
Diego Novillo | 0b6985a | 2015-11-24 22:38:37 +0000 | [diff] [blame] | 367 | if (callsiteIsHot(FS, CalleeSamples)) |
Diego Novillo | 243ea6a | 2015-11-23 20:12:21 +0000 | [diff] [blame] | 368 | Total += countBodySamples(CalleeSamples); |
| 369 | } |
| 370 | |
| 371 | return Total; |
| 372 | } |
| 373 | |
Diego Novillo | 748b3ffe | 2015-10-28 22:30:25 +0000 | [diff] [blame] | 374 | /// Return the fraction of sample records used in this profile. |
| 375 | /// |
| 376 | /// The returned value is an unsigned integer in the range 0-100 indicating |
| 377 | /// the percentage of sample records that were used while applying this |
| 378 | /// profile to the associated function. |
Diego Novillo | f9ed08e | 2015-10-31 21:53:58 +0000 | [diff] [blame] | 379 | unsigned SampleCoverageTracker::computeCoverage(unsigned Used, |
| 380 | unsigned Total) const { |
| 381 | assert(Used <= Total && |
Diego Novillo | 748b3ffe | 2015-10-28 22:30:25 +0000 | [diff] [blame] | 382 | "number of used records cannot exceed the total number of records"); |
Diego Novillo | f9ed08e | 2015-10-31 21:53:58 +0000 | [diff] [blame] | 383 | return Total > 0 ? Used * 100 / Total : 100; |
Alexander Kornienko | f00654e | 2015-06-23 09:49:53 +0000 | [diff] [blame] | 384 | } |
Diego Novillo | 8d6568b | 2013-11-13 12:22:21 +0000 | [diff] [blame] | 385 | |
Diego Novillo | a8a3bd2 | 2015-10-28 17:40:22 +0000 | [diff] [blame] | 386 | /// Clear all the per-function data used to load samples and propagate weights. |
| 387 | void SampleProfileLoader::clearFunctionData() { |
| 388 | BlockWeights.clear(); |
| 389 | EdgeWeights.clear(); |
| 390 | VisitedBlocks.clear(); |
| 391 | VisitedEdges.clear(); |
| 392 | EquivalenceClass.clear(); |
| 393 | DT = nullptr; |
| 394 | PDT = nullptr; |
| 395 | LI = nullptr; |
| 396 | Predecessors.clear(); |
| 397 | Successors.clear(); |
Diego Novillo | 1ca881c | 2015-11-23 16:30:17 +0000 | [diff] [blame] | 398 | CoverageTracker.clear(); |
Diego Novillo | a8a3bd2 | 2015-10-28 17:40:22 +0000 | [diff] [blame] | 399 | } |
| 400 | |
Dehao Chen | 1004241 | 2015-10-21 01:22:27 +0000 | [diff] [blame] | 401 | /// \brief Returns the offset of lineno \p L to head_lineno \p H |
| 402 | /// |
| 403 | /// \param L Lineno |
| 404 | /// \param H Header lineno of the function |
| 405 | /// |
| 406 | /// \returns offset to the header lineno. 16 bits are used to represent offset. |
| 407 | /// We assume that a single function will not exceed 65535 LOC. |
| 408 | unsigned SampleProfileLoader::getOffset(unsigned L, unsigned H) const { |
| 409 | return (L - H) & 0xffff; |
| 410 | } |
| 411 | |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 412 | /// \brief Print the weight of edge \p E on stream \p OS. |
| 413 | /// |
| 414 | /// \param OS Stream to emit the output to. |
| 415 | /// \param E Edge to print. |
Diego Novillo | de1ab26 | 2014-09-09 12:40:50 +0000 | [diff] [blame] | 416 | void SampleProfileLoader::printEdgeWeight(raw_ostream &OS, Edge E) { |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 417 | OS << "weight[" << E.first->getName() << "->" << E.second->getName() |
| 418 | << "]: " << EdgeWeights[E] << "\n"; |
| 419 | } |
| 420 | |
| 421 | /// \brief Print the equivalence class of block \p BB on stream \p OS. |
| 422 | /// |
| 423 | /// \param OS Stream to emit the output to. |
| 424 | /// \param BB Block to print. |
Diego Novillo | de1ab26 | 2014-09-09 12:40:50 +0000 | [diff] [blame] | 425 | void SampleProfileLoader::printBlockEquivalence(raw_ostream &OS, |
Dehao Chen | 8e7df83 | 2015-09-29 18:28:15 +0000 | [diff] [blame] | 426 | const BasicBlock *BB) { |
| 427 | const BasicBlock *Equiv = EquivalenceClass[BB]; |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 428 | OS << "equivalence[" << BB->getName() |
| 429 | << "]: " << ((Equiv) ? EquivalenceClass[BB]->getName() : "NONE") << "\n"; |
| 430 | } |
| 431 | |
| 432 | /// \brief Print the weight of block \p BB on stream \p OS. |
| 433 | /// |
| 434 | /// \param OS Stream to emit the output to. |
| 435 | /// \param BB Block to print. |
Dehao Chen | 8e7df83 | 2015-09-29 18:28:15 +0000 | [diff] [blame] | 436 | void SampleProfileLoader::printBlockWeight(raw_ostream &OS, |
| 437 | const BasicBlock *BB) const { |
| 438 | const auto &I = BlockWeights.find(BB); |
Diego Novillo | 38be333 | 2015-10-15 16:36:21 +0000 | [diff] [blame] | 439 | uint64_t W = (I == BlockWeights.end() ? 0 : I->second); |
Dehao Chen | 8e7df83 | 2015-09-29 18:28:15 +0000 | [diff] [blame] | 440 | OS << "weight[" << BB->getName() << "]: " << W << "\n"; |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 441 | } |
| 442 | |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 443 | /// \brief Get the weight for an instruction. |
| 444 | /// |
| 445 | /// The "weight" of an instruction \p Inst is the number of samples |
| 446 | /// collected on that instruction at runtime. To retrieve it, we |
| 447 | /// need to compute the line number of \p Inst relative to the start of its |
| 448 | /// function. We use HeaderLineno to compute the offset. We then |
| 449 | /// look up the samples collected for \p Inst using BodySamples. |
| 450 | /// |
| 451 | /// \param Inst Instruction to query. |
| 452 | /// |
Dehao Chen | 8e7df83 | 2015-09-29 18:28:15 +0000 | [diff] [blame] | 453 | /// \returns the weight of \p Inst. |
Diego Novillo | 38be333 | 2015-10-15 16:36:21 +0000 | [diff] [blame] | 454 | ErrorOr<uint64_t> |
Dehao Chen | 8e7df83 | 2015-09-29 18:28:15 +0000 | [diff] [blame] | 455 | SampleProfileLoader::getInstWeight(const Instruction &Inst) const { |
Benjamin Kramer | 4fed928 | 2016-05-27 12:30:51 +0000 | [diff] [blame] | 456 | const DebugLoc &DLoc = Inst.getDebugLoc(); |
Duncan P. N. Exon Smith | ec819c0 | 2015-03-30 19:49:49 +0000 | [diff] [blame] | 457 | if (!DLoc) |
Dehao Chen | 8e7df83 | 2015-09-29 18:28:15 +0000 | [diff] [blame] | 458 | return std::error_code(); |
Duncan P. N. Exon Smith | 41a1546 | 2015-03-20 00:56:55 +0000 | [diff] [blame] | 459 | |
Dehao Chen | 6722688 | 2015-09-30 00:42:46 +0000 | [diff] [blame] | 460 | const FunctionSamples *FS = findFunctionSamples(Inst); |
| 461 | if (!FS) |
| 462 | return std::error_code(); |
Dehao Chen | 41dc5a6 | 2015-10-09 16:50:16 +0000 | [diff] [blame] | 463 | |
Dehao Chen | c0a1e43 | 2016-08-12 16:22:12 +0000 | [diff] [blame] | 464 | // Ignore all intrinsics and branch instructions. |
| 465 | // Branch instruction usually contains debug info from sources outside of |
| 466 | // the residing basic block, thus we ignore them during annotation. |
| 467 | if (isa<BranchInst>(Inst) || isa<IntrinsicInst>(Inst)) |
Dehao Chen | a8bae82 | 2016-04-20 23:36:23 +0000 | [diff] [blame] | 468 | return std::error_code(); |
| 469 | |
Dehao Chen | 41cde0b | 2016-09-18 23:11:37 +0000 | [diff] [blame] | 470 | // If a call/invoke instruction is inlined in profile, but not inlined here, |
Dehao Chen | c0a1e43 | 2016-08-12 16:22:12 +0000 | [diff] [blame] | 471 | // it means that the inlined callsite has no sample, thus the call |
| 472 | // instruction should have 0 count. |
Dehao Chen | 41cde0b | 2016-09-18 23:11:37 +0000 | [diff] [blame] | 473 | bool IsCall = isa<CallInst>(Inst) || isa<InvokeInst>(Inst); |
| 474 | if (IsCall && findCalleeFunctionSamples(Inst)) |
| 475 | return 0; |
Dehao Chen | c0a1e43 | 2016-08-12 16:22:12 +0000 | [diff] [blame] | 476 | |
Dehao Chen | 41dc5a6 | 2015-10-09 16:50:16 +0000 | [diff] [blame] | 477 | const DILocation *DIL = DLoc; |
| 478 | unsigned Lineno = DLoc.getLine(); |
| 479 | unsigned HeaderLineno = DIL->getScope()->getSubprogram()->getLine(); |
Dehao Chen | 41dc5a6 | 2015-10-09 16:50:16 +0000 | [diff] [blame] | 480 | |
Diego Novillo | 748b3ffe | 2015-10-28 22:30:25 +0000 | [diff] [blame] | 481 | uint32_t LineOffset = getOffset(Lineno, HeaderLineno); |
| 482 | uint32_t Discriminator = DIL->getDiscriminator(); |
Dehao Chen | 38e3731 | 2016-09-19 16:06:37 +0000 | [diff] [blame] | 483 | ErrorOr<uint64_t> R = IsCall |
| 484 | ? FS->findCallSamplesAt(LineOffset, Discriminator) |
| 485 | : FS->findSamplesAt(LineOffset, Discriminator); |
Diego Novillo | 748b3ffe | 2015-10-28 22:30:25 +0000 | [diff] [blame] | 486 | if (R) { |
Diego Novillo | f9ed08e | 2015-10-31 21:53:58 +0000 | [diff] [blame] | 487 | bool FirstMark = |
Diego Novillo | 243ea6a | 2015-11-23 20:12:21 +0000 | [diff] [blame] | 488 | CoverageTracker.markSamplesUsed(FS, LineOffset, Discriminator, R.get()); |
Diego Novillo | f9ed08e | 2015-10-31 21:53:58 +0000 | [diff] [blame] | 489 | if (FirstMark) { |
| 490 | const Function *F = Inst.getParent()->getParent(); |
| 491 | LLVMContext &Ctx = F->getContext(); |
Diego Novillo | df544a0 | 2015-11-20 15:39:42 +0000 | [diff] [blame] | 492 | emitOptimizationRemark( |
| 493 | Ctx, DEBUG_TYPE, *F, DLoc, |
| 494 | Twine("Applied ") + Twine(*R) + " samples from profile (offset: " + |
| 495 | Twine(LineOffset) + |
| 496 | ((Discriminator) ? Twine(".") + Twine(Discriminator) : "") + ")"); |
Diego Novillo | f9ed08e | 2015-10-31 21:53:58 +0000 | [diff] [blame] | 497 | } |
Dehao Chen | 8e7df83 | 2015-09-29 18:28:15 +0000 | [diff] [blame] | 498 | DEBUG(dbgs() << " " << Lineno << "." << DIL->getDiscriminator() << ":" |
| 499 | << Inst << " (line offset: " << Lineno - HeaderLineno << "." |
| 500 | << DIL->getDiscriminator() << " - weight: " << R.get() |
| 501 | << ")\n"); |
Diego Novillo | 748b3ffe | 2015-10-28 22:30:25 +0000 | [diff] [blame] | 502 | } |
Dehao Chen | 8e7df83 | 2015-09-29 18:28:15 +0000 | [diff] [blame] | 503 | return R; |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 504 | } |
| 505 | |
| 506 | /// \brief Compute the weight of a basic block. |
| 507 | /// |
Diego Novillo | 19e7b7e | 2014-10-22 18:39:50 +0000 | [diff] [blame] | 508 | /// The weight of basic block \p BB is the maximum weight of all the |
Dehao Chen | 8e7df83 | 2015-09-29 18:28:15 +0000 | [diff] [blame] | 509 | /// instructions in BB. |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 510 | /// |
Diego Novillo | 19e7b7e | 2014-10-22 18:39:50 +0000 | [diff] [blame] | 511 | /// \param BB The basic block to query. |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 512 | /// |
Dehao Chen | 8e7df83 | 2015-09-29 18:28:15 +0000 | [diff] [blame] | 513 | /// \returns the weight for \p BB. |
Diego Novillo | 38be333 | 2015-10-15 16:36:21 +0000 | [diff] [blame] | 514 | ErrorOr<uint64_t> |
Dehao Chen | 8e7df83 | 2015-09-29 18:28:15 +0000 | [diff] [blame] | 515 | SampleProfileLoader::getBlockWeight(const BasicBlock *BB) const { |
Dehao Chen | 5d6d484 | 2016-04-26 04:59:11 +0000 | [diff] [blame] | 516 | DenseMap<uint64_t, uint64_t> CM; |
Diego Novillo | 19e7b7e | 2014-10-22 18:39:50 +0000 | [diff] [blame] | 517 | for (auto &I : BB->getInstList()) { |
Diego Novillo | 38be333 | 2015-10-15 16:36:21 +0000 | [diff] [blame] | 518 | const ErrorOr<uint64_t> &R = getInstWeight(I); |
Dehao Chen | 41cde0b | 2016-09-18 23:11:37 +0000 | [diff] [blame] | 519 | if (R) |
| 520 | CM[R.get()]++; |
Dehao Chen | 5d6d484 | 2016-04-26 04:59:11 +0000 | [diff] [blame] | 521 | } |
Dehao Chen | 41cde0b | 2016-09-18 23:11:37 +0000 | [diff] [blame] | 522 | if (CM.size() == 0) |
| 523 | return std::error_code(); |
Dehao Chen | 5d6d484 | 2016-04-26 04:59:11 +0000 | [diff] [blame] | 524 | uint64_t W = 0, C = 0; |
| 525 | for (const auto &C_W : CM) { |
| 526 | if (C_W.second == W) { |
| 527 | C = std::max(C, C_W.first); |
| 528 | } else if (C_W.second > W) { |
| 529 | C = C_W.first; |
| 530 | W = C_W.second; |
Dehao Chen | 8e7df83 | 2015-09-29 18:28:15 +0000 | [diff] [blame] | 531 | } |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 532 | } |
Dehao Chen | 5d6d484 | 2016-04-26 04:59:11 +0000 | [diff] [blame] | 533 | return C; |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 534 | } |
| 535 | |
| 536 | /// \brief Compute and store the weights of every basic block. |
| 537 | /// |
| 538 | /// This populates the BlockWeights map by computing |
| 539 | /// the weights of every basic block in the CFG. |
| 540 | /// |
| 541 | /// \param F The function to query. |
Diego Novillo | de1ab26 | 2014-09-09 12:40:50 +0000 | [diff] [blame] | 542 | bool SampleProfileLoader::computeBlockWeights(Function &F) { |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 543 | bool Changed = false; |
| 544 | DEBUG(dbgs() << "Block weights\n"); |
Dehao Chen | 8e7df83 | 2015-09-29 18:28:15 +0000 | [diff] [blame] | 545 | for (const auto &BB : F) { |
Diego Novillo | 38be333 | 2015-10-15 16:36:21 +0000 | [diff] [blame] | 546 | ErrorOr<uint64_t> Weight = getBlockWeight(&BB); |
Dehao Chen | 8e7df83 | 2015-09-29 18:28:15 +0000 | [diff] [blame] | 547 | if (Weight) { |
| 548 | BlockWeights[&BB] = Weight.get(); |
Dehao Chen | 7c41dd6 | 2015-10-01 00:26:56 +0000 | [diff] [blame] | 549 | VisitedBlocks.insert(&BB); |
Dehao Chen | 8e7df83 | 2015-09-29 18:28:15 +0000 | [diff] [blame] | 550 | Changed = true; |
| 551 | } |
Diego Novillo | 19e7b7e | 2014-10-22 18:39:50 +0000 | [diff] [blame] | 552 | DEBUG(printBlockWeight(dbgs(), &BB)); |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 553 | } |
| 554 | |
| 555 | return Changed; |
| 556 | } |
| 557 | |
Dehao Chen | 6722688 | 2015-09-30 00:42:46 +0000 | [diff] [blame] | 558 | /// \brief Get the FunctionSamples for a call instruction. |
| 559 | /// |
Dehao Chen | 41cde0b | 2016-09-18 23:11:37 +0000 | [diff] [blame] | 560 | /// The FunctionSamples of a call/invoke instruction \p Inst is the inlined |
Dehao Chen | 6722688 | 2015-09-30 00:42:46 +0000 | [diff] [blame] | 561 | /// instance in which that call instruction is calling to. It contains |
| 562 | /// all samples that resides in the inlined instance. We first find the |
| 563 | /// inlined instance in which the call instruction is from, then we |
| 564 | /// traverse its children to find the callsite with the matching |
Dehao Chen | 41cde0b | 2016-09-18 23:11:37 +0000 | [diff] [blame] | 565 | /// location. |
Dehao Chen | 6722688 | 2015-09-30 00:42:46 +0000 | [diff] [blame] | 566 | /// |
Dehao Chen | 41cde0b | 2016-09-18 23:11:37 +0000 | [diff] [blame] | 567 | /// \param Inst Call/Invoke instruction to query. |
Dehao Chen | 6722688 | 2015-09-30 00:42:46 +0000 | [diff] [blame] | 568 | /// |
| 569 | /// \returns The FunctionSamples pointer to the inlined instance. |
| 570 | const FunctionSamples * |
Dehao Chen | 41cde0b | 2016-09-18 23:11:37 +0000 | [diff] [blame] | 571 | SampleProfileLoader::findCalleeFunctionSamples(const Instruction &Inst) const { |
Dehao Chen | 6722688 | 2015-09-30 00:42:46 +0000 | [diff] [blame] | 572 | const DILocation *DIL = Inst.getDebugLoc(); |
| 573 | if (!DIL) { |
| 574 | return nullptr; |
| 575 | } |
| 576 | DISubprogram *SP = DIL->getScope()->getSubprogram(); |
Dehao Chen | 1004241 | 2015-10-21 01:22:27 +0000 | [diff] [blame] | 577 | if (!SP) |
Dehao Chen | 6722688 | 2015-09-30 00:42:46 +0000 | [diff] [blame] | 578 | return nullptr; |
| 579 | |
Dehao Chen | 6722688 | 2015-09-30 00:42:46 +0000 | [diff] [blame] | 580 | const FunctionSamples *FS = findFunctionSamples(Inst); |
| 581 | if (FS == nullptr) |
| 582 | return nullptr; |
| 583 | |
Dehao Chen | 57d1dda | 2016-03-03 18:09:32 +0000 | [diff] [blame] | 584 | return FS->findFunctionSamplesAt(LineLocation( |
| 585 | getOffset(DIL->getLine(), SP->getLine()), DIL->getDiscriminator())); |
Dehao Chen | 6722688 | 2015-09-30 00:42:46 +0000 | [diff] [blame] | 586 | } |
| 587 | |
| 588 | /// \brief Get the FunctionSamples for an instruction. |
| 589 | /// |
| 590 | /// The FunctionSamples of an instruction \p Inst is the inlined instance |
| 591 | /// in which that instruction is coming from. We traverse the inline stack |
| 592 | /// of that instruction, and match it with the tree nodes in the profile. |
| 593 | /// |
| 594 | /// \param Inst Instruction to query. |
| 595 | /// |
| 596 | /// \returns the FunctionSamples pointer to the inlined instance. |
| 597 | const FunctionSamples * |
| 598 | SampleProfileLoader::findFunctionSamples(const Instruction &Inst) const { |
Dehao Chen | 57d1dda | 2016-03-03 18:09:32 +0000 | [diff] [blame] | 599 | SmallVector<LineLocation, 10> S; |
Dehao Chen | 6722688 | 2015-09-30 00:42:46 +0000 | [diff] [blame] | 600 | const DILocation *DIL = Inst.getDebugLoc(); |
| 601 | if (!DIL) { |
| 602 | return Samples; |
| 603 | } |
Dehao Chen | 21aefae | 2016-04-29 17:19:10 +0000 | [diff] [blame] | 604 | for (DIL = DIL->getInlinedAt(); DIL; DIL = DIL->getInlinedAt()) { |
Dehao Chen | 6722688 | 2015-09-30 00:42:46 +0000 | [diff] [blame] | 605 | DISubprogram *SP = DIL->getScope()->getSubprogram(); |
Dehao Chen | 1004241 | 2015-10-21 01:22:27 +0000 | [diff] [blame] | 606 | if (!SP) |
Dehao Chen | 6722688 | 2015-09-30 00:42:46 +0000 | [diff] [blame] | 607 | return nullptr; |
Dehao Chen | 21aefae | 2016-04-29 17:19:10 +0000 | [diff] [blame] | 608 | S.push_back(LineLocation(getOffset(DIL->getLine(), SP->getLine()), |
| 609 | DIL->getDiscriminator())); |
Dehao Chen | 6722688 | 2015-09-30 00:42:46 +0000 | [diff] [blame] | 610 | } |
| 611 | if (S.size() == 0) |
| 612 | return Samples; |
| 613 | const FunctionSamples *FS = Samples; |
| 614 | for (int i = S.size() - 1; i >= 0 && FS != nullptr; i--) { |
| 615 | FS = FS->findFunctionSamplesAt(S[i]); |
| 616 | } |
| 617 | return FS; |
| 618 | } |
| 619 | |
| 620 | /// \brief Iteratively inline hot callsites of a function. |
| 621 | /// |
| 622 | /// Iteratively traverse all callsites of the function \p F, and find if |
| 623 | /// the corresponding inlined instance exists and is hot in profile. If |
| 624 | /// it is hot enough, inline the callsites and adds new callsites of the |
| 625 | /// callee into the caller. |
| 626 | /// |
| 627 | /// TODO: investigate the possibility of not invoking InlineFunction directly. |
| 628 | /// |
| 629 | /// \param F function to perform iterative inlining. |
| 630 | /// |
| 631 | /// \returns True if there is any inline happened. |
| 632 | bool SampleProfileLoader::inlineHotFunctions(Function &F) { |
| 633 | bool Changed = false; |
Diego Novillo | 7963ea1 | 2015-10-26 18:52:53 +0000 | [diff] [blame] | 634 | LLVMContext &Ctx = F.getContext(); |
Sean Silva | ab6a683 | 2016-07-23 04:22:50 +0000 | [diff] [blame] | 635 | std::function<AssumptionCache &(Function &)> GetAssumptionCache = [&]( |
| 636 | Function &F) -> AssumptionCache & { return ACT->getAssumptionCache(F); }; |
Dehao Chen | 6722688 | 2015-09-30 00:42:46 +0000 | [diff] [blame] | 637 | while (true) { |
| 638 | bool LocalChanged = false; |
Dehao Chen | 41cde0b | 2016-09-18 23:11:37 +0000 | [diff] [blame] | 639 | SmallVector<Instruction *, 10> CIS; |
Dehao Chen | 6722688 | 2015-09-30 00:42:46 +0000 | [diff] [blame] | 640 | for (auto &BB : F) { |
Dehao Chen | 20866ed | 2016-09-19 18:38:14 +0000 | [diff] [blame^] | 641 | bool Hot = false; |
| 642 | SmallVector<Instruction *, 10> Candidates; |
Dehao Chen | 6722688 | 2015-09-30 00:42:46 +0000 | [diff] [blame] | 643 | for (auto &I : BB.getInstList()) { |
Dehao Chen | 41cde0b | 2016-09-18 23:11:37 +0000 | [diff] [blame] | 644 | const FunctionSamples *FS = nullptr; |
| 645 | if ((isa<CallInst>(I) || isa<InvokeInst>(I)) && |
| 646 | (FS = findCalleeFunctionSamples(I))) { |
Dehao Chen | 20866ed | 2016-09-19 18:38:14 +0000 | [diff] [blame^] | 647 | Candidates.push_back(&I); |
Dehao Chen | 41cde0b | 2016-09-18 23:11:37 +0000 | [diff] [blame] | 648 | if (callsiteIsHot(Samples, FS)) |
Dehao Chen | 20866ed | 2016-09-19 18:38:14 +0000 | [diff] [blame^] | 649 | Hot = true; |
Dehao Chen | 41cde0b | 2016-09-18 23:11:37 +0000 | [diff] [blame] | 650 | } |
Dehao Chen | 6722688 | 2015-09-30 00:42:46 +0000 | [diff] [blame] | 651 | } |
Dehao Chen | 20866ed | 2016-09-19 18:38:14 +0000 | [diff] [blame^] | 652 | if (Hot) { |
| 653 | CIS.insert(CIS.begin(), Candidates.begin(), Candidates.end()); |
| 654 | } |
Dehao Chen | 6722688 | 2015-09-30 00:42:46 +0000 | [diff] [blame] | 655 | } |
Dehao Chen | 41cde0b | 2016-09-18 23:11:37 +0000 | [diff] [blame] | 656 | for (auto I : CIS) { |
Sean Silva | ab6a683 | 2016-07-23 04:22:50 +0000 | [diff] [blame] | 657 | InlineFunctionInfo IFI(nullptr, ACT ? &GetAssumptionCache : nullptr); |
Dehao Chen | 41cde0b | 2016-09-18 23:11:37 +0000 | [diff] [blame] | 658 | CallInst *CI = dyn_cast<CallInst>(I); |
| 659 | InvokeInst *II = dyn_cast<InvokeInst>(I); |
| 660 | Function *CalledFunction = |
| 661 | (CI == nullptr ? II->getCalledFunction() : CI->getCalledFunction()); |
| 662 | DebugLoc DLoc = I->getDebugLoc(); |
| 663 | uint64_t NumSamples = findCalleeFunctionSamples(*I)->getTotalSamples(); |
| 664 | if ((CI && InlineFunction(CI, IFI)) || (II && InlineFunction(II, IFI))) { |
Dehao Chen | 6722688 | 2015-09-30 00:42:46 +0000 | [diff] [blame] | 665 | LocalChanged = true; |
Diego Novillo | 7963ea1 | 2015-10-26 18:52:53 +0000 | [diff] [blame] | 666 | emitOptimizationRemark(Ctx, DEBUG_TYPE, F, DLoc, |
| 667 | Twine("inlined hot callee '") + |
| 668 | CalledFunction->getName() + "' with " + |
| 669 | Twine(NumSamples) + " samples into '" + |
| 670 | F.getName() + "'"); |
| 671 | } |
Dehao Chen | 6722688 | 2015-09-30 00:42:46 +0000 | [diff] [blame] | 672 | } |
| 673 | if (LocalChanged) { |
| 674 | Changed = true; |
| 675 | } else { |
| 676 | break; |
| 677 | } |
| 678 | } |
| 679 | return Changed; |
| 680 | } |
| 681 | |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 682 | /// \brief Find equivalence classes for the given block. |
| 683 | /// |
| 684 | /// This finds all the blocks that are guaranteed to execute the same |
Eric Christopher | 572e03a | 2015-06-19 01:53:21 +0000 | [diff] [blame] | 685 | /// number of times as \p BB1. To do this, it traverses all the |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 686 | /// descendants of \p BB1 in the dominator or post-dominator tree. |
| 687 | /// |
| 688 | /// A block BB2 will be in the same equivalence class as \p BB1 if |
| 689 | /// the following holds: |
| 690 | /// |
| 691 | /// 1- \p BB1 is a descendant of BB2 in the opposite tree. So, if BB2 |
| 692 | /// is a descendant of \p BB1 in the dominator tree, then BB2 should |
| 693 | /// dominate BB1 in the post-dominator tree. |
| 694 | /// |
| 695 | /// 2- Both BB2 and \p BB1 must be in the same loop. |
| 696 | /// |
| 697 | /// For every block BB2 that meets those two requirements, we set BB2's |
| 698 | /// equivalence class to \p BB1. |
| 699 | /// |
| 700 | /// \param BB1 Block to check. |
| 701 | /// \param Descendants Descendants of \p BB1 in either the dom or pdom tree. |
| 702 | /// \param DomTree Opposite dominator tree. If \p Descendants is filled |
| 703 | /// with blocks from \p BB1's dominator tree, then |
| 704 | /// this is the post-dominator tree, and vice versa. |
Diego Novillo | de1ab26 | 2014-09-09 12:40:50 +0000 | [diff] [blame] | 705 | void SampleProfileLoader::findEquivalencesFor( |
Benjamin Kramer | 8a752e3 | 2016-02-13 16:01:12 +0000 | [diff] [blame] | 706 | BasicBlock *BB1, ArrayRef<BasicBlock *> Descendants, |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 707 | DominatorTreeBase<BasicBlock> *DomTree) { |
Dehao Chen | 7c41dd6 | 2015-10-01 00:26:56 +0000 | [diff] [blame] | 708 | const BasicBlock *EC = EquivalenceClass[BB1]; |
Diego Novillo | 38be333 | 2015-10-15 16:36:21 +0000 | [diff] [blame] | 709 | uint64_t Weight = BlockWeights[EC]; |
Dehao Chen | 8e7df83 | 2015-09-29 18:28:15 +0000 | [diff] [blame] | 710 | for (const auto *BB2 : Descendants) { |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 711 | bool IsDomParent = DomTree->dominates(BB2, BB1); |
| 712 | bool IsInSameLoop = LI->getLoopFor(BB1) == LI->getLoopFor(BB2); |
Dehao Chen | 7c41dd6 | 2015-10-01 00:26:56 +0000 | [diff] [blame] | 713 | if (BB1 != BB2 && IsDomParent && IsInSameLoop) { |
| 714 | EquivalenceClass[BB2] = EC; |
Dehao Chen | c0a1e43 | 2016-08-12 16:22:12 +0000 | [diff] [blame] | 715 | // If BB2 is visited, then the entire EC should be marked as visited. |
| 716 | if (VisitedBlocks.count(BB2)) { |
| 717 | VisitedBlocks.insert(EC); |
| 718 | } |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 719 | |
| 720 | // If BB2 is heavier than BB1, make BB2 have the same weight |
| 721 | // as BB1. |
| 722 | // |
| 723 | // Note that we don't worry about the opposite situation here |
| 724 | // (when BB2 is lighter than BB1). We will deal with this |
| 725 | // during the propagation phase. Right now, we just want to |
| 726 | // make sure that BB1 has the largest weight of all the |
| 727 | // members of its equivalence set. |
Dehao Chen | 7c41dd6 | 2015-10-01 00:26:56 +0000 | [diff] [blame] | 728 | Weight = std::max(Weight, BlockWeights[BB2]); |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 729 | } |
| 730 | } |
Dehao Chen | c0a1e43 | 2016-08-12 16:22:12 +0000 | [diff] [blame] | 731 | if (EC == &EC->getParent()->getEntryBlock()) { |
| 732 | BlockWeights[EC] = Samples->getHeadSamples() + 1; |
| 733 | } else { |
| 734 | BlockWeights[EC] = Weight; |
| 735 | } |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 736 | } |
| 737 | |
| 738 | /// \brief Find equivalence classes. |
| 739 | /// |
| 740 | /// Since samples may be missing from blocks, we can fill in the gaps by setting |
| 741 | /// the weights of all the blocks in the same equivalence class to the same |
| 742 | /// weight. To compute the concept of equivalence, we use dominance and loop |
| 743 | /// information. Two blocks B1 and B2 are in the same equivalence class if B1 |
| 744 | /// dominates B2, B2 post-dominates B1 and both are in the same loop. |
| 745 | /// |
| 746 | /// \param F The function to query. |
Diego Novillo | de1ab26 | 2014-09-09 12:40:50 +0000 | [diff] [blame] | 747 | void SampleProfileLoader::findEquivalenceClasses(Function &F) { |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 748 | SmallVector<BasicBlock *, 8> DominatedBBs; |
| 749 | DEBUG(dbgs() << "\nBlock equivalence classes\n"); |
| 750 | // Find equivalence sets based on dominance and post-dominance information. |
Diego Novillo | 19e7b7e | 2014-10-22 18:39:50 +0000 | [diff] [blame] | 751 | for (auto &BB : F) { |
| 752 | BasicBlock *BB1 = &BB; |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 753 | |
| 754 | // Compute BB1's equivalence class once. |
| 755 | if (EquivalenceClass.count(BB1)) { |
| 756 | DEBUG(printBlockEquivalence(dbgs(), BB1)); |
| 757 | continue; |
| 758 | } |
| 759 | |
| 760 | // By default, blocks are in their own equivalence class. |
| 761 | EquivalenceClass[BB1] = BB1; |
| 762 | |
| 763 | // Traverse all the blocks dominated by BB1. We are looking for |
| 764 | // every basic block BB2 such that: |
| 765 | // |
| 766 | // 1- BB1 dominates BB2. |
| 767 | // 2- BB2 post-dominates BB1. |
| 768 | // 3- BB1 and BB2 are in the same loop nest. |
| 769 | // |
| 770 | // If all those conditions hold, it means that BB2 is executed |
| 771 | // as many times as BB1, so they are placed in the same equivalence |
| 772 | // class by making BB2's equivalence class be BB1. |
| 773 | DominatedBBs.clear(); |
| 774 | DT->getDescendants(BB1, DominatedBBs); |
Diego Novillo | 7732ae4 | 2015-08-26 20:00:27 +0000 | [diff] [blame] | 775 | findEquivalencesFor(BB1, DominatedBBs, PDT.get()); |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 776 | |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 777 | DEBUG(printBlockEquivalence(dbgs(), BB1)); |
| 778 | } |
| 779 | |
| 780 | // Assign weights to equivalence classes. |
| 781 | // |
| 782 | // All the basic blocks in the same equivalence class will execute |
| 783 | // the same number of times. Since we know that the head block in |
| 784 | // each equivalence class has the largest weight, assign that weight |
| 785 | // to all the blocks in that equivalence class. |
| 786 | DEBUG(dbgs() << "\nAssign the same weight to all blocks in the same class\n"); |
Diego Novillo | 19e7b7e | 2014-10-22 18:39:50 +0000 | [diff] [blame] | 787 | for (auto &BI : F) { |
Dehao Chen | 8e7df83 | 2015-09-29 18:28:15 +0000 | [diff] [blame] | 788 | const BasicBlock *BB = &BI; |
| 789 | const BasicBlock *EquivBB = EquivalenceClass[BB]; |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 790 | if (BB != EquivBB) |
| 791 | BlockWeights[BB] = BlockWeights[EquivBB]; |
| 792 | DEBUG(printBlockWeight(dbgs(), BB)); |
| 793 | } |
| 794 | } |
| 795 | |
| 796 | /// \brief Visit the given edge to decide if it has a valid weight. |
| 797 | /// |
| 798 | /// If \p E has not been visited before, we copy to \p UnknownEdge |
| 799 | /// and increment the count of unknown edges. |
| 800 | /// |
| 801 | /// \param E Edge to visit. |
| 802 | /// \param NumUnknownEdges Current number of unknown edges. |
| 803 | /// \param UnknownEdge Set if E has not been visited before. |
| 804 | /// |
| 805 | /// \returns E's weight, if known. Otherwise, return 0. |
Diego Novillo | 38be333 | 2015-10-15 16:36:21 +0000 | [diff] [blame] | 806 | uint64_t SampleProfileLoader::visitEdge(Edge E, unsigned *NumUnknownEdges, |
Diego Novillo | de1ab26 | 2014-09-09 12:40:50 +0000 | [diff] [blame] | 807 | Edge *UnknownEdge) { |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 808 | if (!VisitedEdges.count(E)) { |
| 809 | (*NumUnknownEdges)++; |
| 810 | *UnknownEdge = E; |
| 811 | return 0; |
| 812 | } |
| 813 | |
| 814 | return EdgeWeights[E]; |
| 815 | } |
| 816 | |
| 817 | /// \brief Propagate weights through incoming/outgoing edges. |
| 818 | /// |
| 819 | /// If the weight of a basic block is known, and there is only one edge |
| 820 | /// with an unknown weight, we can calculate the weight of that edge. |
| 821 | /// |
| 822 | /// Similarly, if all the edges have a known count, we can calculate the |
| 823 | /// count of the basic block, if needed. |
| 824 | /// |
| 825 | /// \param F Function to process. |
Dehao Chen | c0a1e43 | 2016-08-12 16:22:12 +0000 | [diff] [blame] | 826 | /// \param UpdateBlockCount Whether we should update basic block counts that |
| 827 | /// has already been annotated. |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 828 | /// |
| 829 | /// \returns True if new weights were assigned to edges or blocks. |
Dehao Chen | c0a1e43 | 2016-08-12 16:22:12 +0000 | [diff] [blame] | 830 | bool SampleProfileLoader::propagateThroughEdges(Function &F, |
| 831 | bool UpdateBlockCount) { |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 832 | bool Changed = false; |
| 833 | DEBUG(dbgs() << "\nPropagation through edges\n"); |
Dehao Chen | 7c41dd6 | 2015-10-01 00:26:56 +0000 | [diff] [blame] | 834 | for (const auto &BI : F) { |
| 835 | const BasicBlock *BB = &BI; |
| 836 | const BasicBlock *EC = EquivalenceClass[BB]; |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 837 | |
| 838 | // Visit all the predecessor and successor edges to determine |
| 839 | // which ones have a weight assigned already. Note that it doesn't |
| 840 | // matter that we only keep track of a single unknown edge. The |
| 841 | // only case we are interested in handling is when only a single |
| 842 | // edge is unknown (see setEdgeOrBlockWeight). |
| 843 | for (unsigned i = 0; i < 2; i++) { |
Diego Novillo | 38be333 | 2015-10-15 16:36:21 +0000 | [diff] [blame] | 844 | uint64_t TotalWeight = 0; |
Dehao Chen | 29d2641 | 2016-07-11 16:40:17 +0000 | [diff] [blame] | 845 | unsigned NumUnknownEdges = 0, NumTotalEdges = 0; |
| 846 | Edge UnknownEdge, SelfReferentialEdge, SingleEdge; |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 847 | |
| 848 | if (i == 0) { |
| 849 | // First, visit all predecessor edges. |
Dehao Chen | 29d2641 | 2016-07-11 16:40:17 +0000 | [diff] [blame] | 850 | NumTotalEdges = Predecessors[BB].size(); |
Diego Novillo | b368b7d | 2014-10-22 16:51:50 +0000 | [diff] [blame] | 851 | for (auto *Pred : Predecessors[BB]) { |
| 852 | Edge E = std::make_pair(Pred, BB); |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 853 | TotalWeight += visitEdge(E, &NumUnknownEdges, &UnknownEdge); |
| 854 | if (E.first == E.second) |
| 855 | SelfReferentialEdge = E; |
| 856 | } |
Dehao Chen | 29d2641 | 2016-07-11 16:40:17 +0000 | [diff] [blame] | 857 | if (NumTotalEdges == 1) { |
| 858 | SingleEdge = std::make_pair(Predecessors[BB][0], BB); |
| 859 | } |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 860 | } else { |
| 861 | // On the second round, visit all successor edges. |
Dehao Chen | 29d2641 | 2016-07-11 16:40:17 +0000 | [diff] [blame] | 862 | NumTotalEdges = Successors[BB].size(); |
Diego Novillo | b368b7d | 2014-10-22 16:51:50 +0000 | [diff] [blame] | 863 | for (auto *Succ : Successors[BB]) { |
| 864 | Edge E = std::make_pair(BB, Succ); |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 865 | TotalWeight += visitEdge(E, &NumUnknownEdges, &UnknownEdge); |
| 866 | } |
Dehao Chen | 29d2641 | 2016-07-11 16:40:17 +0000 | [diff] [blame] | 867 | if (NumTotalEdges == 1) { |
| 868 | SingleEdge = std::make_pair(BB, Successors[BB][0]); |
| 869 | } |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 870 | } |
| 871 | |
| 872 | // After visiting all the edges, there are three cases that we |
| 873 | // can handle immediately: |
| 874 | // |
| 875 | // - All the edge weights are known (i.e., NumUnknownEdges == 0). |
| 876 | // In this case, we simply check that the sum of all the edges |
| 877 | // is the same as BB's weight. If not, we change BB's weight |
| 878 | // to match. Additionally, if BB had not been visited before, |
| 879 | // we mark it visited. |
| 880 | // |
| 881 | // - Only one edge is unknown and BB has already been visited. |
| 882 | // In this case, we can compute the weight of the edge by |
| 883 | // subtracting the total block weight from all the known |
| 884 | // edge weights. If the edges weight more than BB, then the |
| 885 | // edge of the last remaining edge is set to zero. |
| 886 | // |
| 887 | // - There exists a self-referential edge and the weight of BB is |
| 888 | // known. In this case, this edge can be based on BB's weight. |
| 889 | // We add up all the other known edges and set the weight on |
| 890 | // the self-referential edge as we did in the previous case. |
| 891 | // |
| 892 | // In any other case, we must continue iterating. Eventually, |
| 893 | // all edges will get a weight, or iteration will stop when |
| 894 | // it reaches SampleProfileMaxPropagateIterations. |
| 895 | if (NumUnknownEdges <= 1) { |
Diego Novillo | 38be333 | 2015-10-15 16:36:21 +0000 | [diff] [blame] | 896 | uint64_t &BBWeight = BlockWeights[EC]; |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 897 | if (NumUnknownEdges == 0) { |
Dehao Chen | 29d2641 | 2016-07-11 16:40:17 +0000 | [diff] [blame] | 898 | if (!VisitedBlocks.count(EC)) { |
| 899 | // If we already know the weight of all edges, the weight of the |
| 900 | // basic block can be computed. It should be no larger than the sum |
| 901 | // of all edge weights. |
| 902 | if (TotalWeight > BBWeight) { |
| 903 | BBWeight = TotalWeight; |
| 904 | Changed = true; |
| 905 | DEBUG(dbgs() << "All edge weights for " << BB->getName() |
| 906 | << " known. Set weight for block: "; |
| 907 | printBlockWeight(dbgs(), BB);); |
| 908 | } |
| 909 | } else if (NumTotalEdges == 1 && |
| 910 | EdgeWeights[SingleEdge] < BlockWeights[EC]) { |
| 911 | // If there is only one edge for the visited basic block, use the |
| 912 | // block weight to adjust edge weight if edge weight is smaller. |
| 913 | EdgeWeights[SingleEdge] = BlockWeights[EC]; |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 914 | Changed = true; |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 915 | } |
Dehao Chen | 7c41dd6 | 2015-10-01 00:26:56 +0000 | [diff] [blame] | 916 | } else if (NumUnknownEdges == 1 && VisitedBlocks.count(EC)) { |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 917 | // If there is a single unknown edge and the block has been |
| 918 | // visited, then we can compute E's weight. |
| 919 | if (BBWeight >= TotalWeight) |
| 920 | EdgeWeights[UnknownEdge] = BBWeight - TotalWeight; |
| 921 | else |
| 922 | EdgeWeights[UnknownEdge] = 0; |
Dehao Chen | c0a1e43 | 2016-08-12 16:22:12 +0000 | [diff] [blame] | 923 | const BasicBlock *OtherEC; |
| 924 | if (i == 0) |
| 925 | OtherEC = EquivalenceClass[UnknownEdge.first]; |
| 926 | else |
| 927 | OtherEC = EquivalenceClass[UnknownEdge.second]; |
| 928 | // Edge weights should never exceed the BB weights it connects. |
| 929 | if (VisitedBlocks.count(OtherEC) && |
| 930 | EdgeWeights[UnknownEdge] > BlockWeights[OtherEC]) |
| 931 | EdgeWeights[UnknownEdge] = BlockWeights[OtherEC]; |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 932 | VisitedEdges.insert(UnknownEdge); |
| 933 | Changed = true; |
| 934 | DEBUG(dbgs() << "Set weight for edge: "; |
| 935 | printEdgeWeight(dbgs(), UnknownEdge)); |
| 936 | } |
Dehao Chen | c0a1e43 | 2016-08-12 16:22:12 +0000 | [diff] [blame] | 937 | } else if (VisitedBlocks.count(EC) && BlockWeights[EC] == 0) { |
| 938 | // If a block Weights 0, all its in/out edges should weight 0. |
| 939 | if (i == 0) { |
| 940 | for (auto *Pred : Predecessors[BB]) { |
| 941 | Edge E = std::make_pair(Pred, BB); |
| 942 | EdgeWeights[E] = 0; |
| 943 | VisitedEdges.insert(E); |
| 944 | } |
| 945 | } else { |
| 946 | for (auto *Succ : Successors[BB]) { |
| 947 | Edge E = std::make_pair(BB, Succ); |
| 948 | EdgeWeights[E] = 0; |
| 949 | VisitedEdges.insert(E); |
| 950 | } |
| 951 | } |
Dehao Chen | 7c41dd6 | 2015-10-01 00:26:56 +0000 | [diff] [blame] | 952 | } else if (SelfReferentialEdge.first && VisitedBlocks.count(EC)) { |
Diego Novillo | 38be333 | 2015-10-15 16:36:21 +0000 | [diff] [blame] | 953 | uint64_t &BBWeight = BlockWeights[BB]; |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 954 | // We have a self-referential edge and the weight of BB is known. |
| 955 | if (BBWeight >= TotalWeight) |
| 956 | EdgeWeights[SelfReferentialEdge] = BBWeight - TotalWeight; |
| 957 | else |
| 958 | EdgeWeights[SelfReferentialEdge] = 0; |
| 959 | VisitedEdges.insert(SelfReferentialEdge); |
| 960 | Changed = true; |
| 961 | DEBUG(dbgs() << "Set self-referential edge weight to: "; |
| 962 | printEdgeWeight(dbgs(), SelfReferentialEdge)); |
| 963 | } |
Dehao Chen | c0a1e43 | 2016-08-12 16:22:12 +0000 | [diff] [blame] | 964 | if (UpdateBlockCount && !VisitedBlocks.count(EC) && TotalWeight > 0) { |
| 965 | BlockWeights[EC] = TotalWeight; |
| 966 | VisitedBlocks.insert(EC); |
| 967 | Changed = true; |
| 968 | } |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 969 | } |
| 970 | } |
| 971 | |
| 972 | return Changed; |
| 973 | } |
| 974 | |
| 975 | /// \brief Build in/out edge lists for each basic block in the CFG. |
| 976 | /// |
| 977 | /// We are interested in unique edges. If a block B1 has multiple |
| 978 | /// edges to another block B2, we only add a single B1->B2 edge. |
Diego Novillo | de1ab26 | 2014-09-09 12:40:50 +0000 | [diff] [blame] | 979 | void SampleProfileLoader::buildEdges(Function &F) { |
Diego Novillo | 19e7b7e | 2014-10-22 18:39:50 +0000 | [diff] [blame] | 980 | for (auto &BI : F) { |
| 981 | BasicBlock *B1 = &BI; |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 982 | |
| 983 | // Add predecessors for B1. |
| 984 | SmallPtrSet<BasicBlock *, 16> Visited; |
| 985 | if (!Predecessors[B1].empty()) |
| 986 | llvm_unreachable("Found a stale predecessors list in a basic block."); |
Duncan P. N. Exon Smith | 6c99015 | 2014-07-21 17:06:51 +0000 | [diff] [blame] | 987 | for (pred_iterator PI = pred_begin(B1), PE = pred_end(B1); PI != PE; ++PI) { |
| 988 | BasicBlock *B2 = *PI; |
David Blaikie | 70573dc | 2014-11-19 07:49:26 +0000 | [diff] [blame] | 989 | if (Visited.insert(B2).second) |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 990 | Predecessors[B1].push_back(B2); |
| 991 | } |
| 992 | |
| 993 | // Add successors for B1. |
| 994 | Visited.clear(); |
| 995 | if (!Successors[B1].empty()) |
| 996 | llvm_unreachable("Found a stale successors list in a basic block."); |
Duncan P. N. Exon Smith | 6c99015 | 2014-07-21 17:06:51 +0000 | [diff] [blame] | 997 | for (succ_iterator SI = succ_begin(B1), SE = succ_end(B1); SI != SE; ++SI) { |
| 998 | BasicBlock *B2 = *SI; |
David Blaikie | 70573dc | 2014-11-19 07:49:26 +0000 | [diff] [blame] | 999 | if (Visited.insert(B2).second) |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 1000 | Successors[B1].push_back(B2); |
| 1001 | } |
| 1002 | } |
| 1003 | } |
| 1004 | |
| 1005 | /// \brief Propagate weights into edges |
| 1006 | /// |
Diego Novillo | 19e7b7e | 2014-10-22 18:39:50 +0000 | [diff] [blame] | 1007 | /// The following rules are applied to every block BB in the CFG: |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 1008 | /// |
Diego Novillo | 19e7b7e | 2014-10-22 18:39:50 +0000 | [diff] [blame] | 1009 | /// - If BB has a single predecessor/successor, then the weight |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 1010 | /// of that edge is the weight of the block. |
| 1011 | /// |
| 1012 | /// - If all incoming or outgoing edges are known except one, and the |
| 1013 | /// weight of the block is already known, the weight of the unknown |
| 1014 | /// edge will be the weight of the block minus the sum of all the known |
Diego Novillo | 19e7b7e | 2014-10-22 18:39:50 +0000 | [diff] [blame] | 1015 | /// edges. If the sum of all the known edges is larger than BB's weight, |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 1016 | /// we set the unknown edge weight to zero. |
| 1017 | /// |
| 1018 | /// - If there is a self-referential edge, and the weight of the block is |
| 1019 | /// known, the weight for that edge is set to the weight of the block |
| 1020 | /// minus the weight of the other incoming edges to that block (if |
| 1021 | /// known). |
Diego Novillo | de1ab26 | 2014-09-09 12:40:50 +0000 | [diff] [blame] | 1022 | void SampleProfileLoader::propagateWeights(Function &F) { |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 1023 | bool Changed = true; |
Diego Novillo | 38be333 | 2015-10-15 16:36:21 +0000 | [diff] [blame] | 1024 | unsigned I = 0; |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 1025 | |
Diego Novillo | ffc84e3 | 2015-05-13 17:04:29 +0000 | [diff] [blame] | 1026 | // Add an entry count to the function using the samples gathered |
| 1027 | // at the function entry. |
Dehao Chen | c0a1e43 | 2016-08-12 16:22:12 +0000 | [diff] [blame] | 1028 | F.setEntryCount(Samples->getHeadSamples() + 1); |
| 1029 | |
| 1030 | // If BB weight is larger than its corresponding loop's header BB weight, |
| 1031 | // use the BB weight to replace the loop header BB weight. |
| 1032 | for (auto &BI : F) { |
| 1033 | BasicBlock *BB = &BI; |
| 1034 | Loop *L = LI->getLoopFor(BB); |
| 1035 | if (!L) { |
| 1036 | continue; |
| 1037 | } |
| 1038 | BasicBlock *Header = L->getHeader(); |
| 1039 | if (Header && BlockWeights[BB] > BlockWeights[Header]) { |
| 1040 | BlockWeights[Header] = BlockWeights[BB]; |
| 1041 | } |
| 1042 | } |
Diego Novillo | ffc84e3 | 2015-05-13 17:04:29 +0000 | [diff] [blame] | 1043 | |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 1044 | // Before propagation starts, build, for each block, a list of |
| 1045 | // unique predecessors and successors. This is necessary to handle |
| 1046 | // identical edges in multiway branches. Since we visit all blocks and all |
| 1047 | // edges of the CFG, it is cleaner to build these lists once at the start |
| 1048 | // of the pass. |
| 1049 | buildEdges(F); |
| 1050 | |
| 1051 | // Propagate until we converge or we go past the iteration limit. |
Diego Novillo | 38be333 | 2015-10-15 16:36:21 +0000 | [diff] [blame] | 1052 | while (Changed && I++ < SampleProfileMaxPropagateIterations) { |
Dehao Chen | c0a1e43 | 2016-08-12 16:22:12 +0000 | [diff] [blame] | 1053 | Changed = propagateThroughEdges(F, false); |
| 1054 | } |
| 1055 | |
| 1056 | // The first propagation propagates BB counts from annotated BBs to unknown |
| 1057 | // BBs. The 2nd propagation pass resets edges weights, and use all BB weights |
| 1058 | // to propagate edge weights. |
| 1059 | VisitedEdges.clear(); |
| 1060 | Changed = true; |
| 1061 | while (Changed && I++ < SampleProfileMaxPropagateIterations) { |
| 1062 | Changed = propagateThroughEdges(F, false); |
| 1063 | } |
| 1064 | |
| 1065 | // The 3rd propagation pass allows adjust annotated BB weights that are |
| 1066 | // obviously wrong. |
| 1067 | Changed = true; |
| 1068 | while (Changed && I++ < SampleProfileMaxPropagateIterations) { |
| 1069 | Changed = propagateThroughEdges(F, true); |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 1070 | } |
| 1071 | |
| 1072 | // Generate MD_prof metadata for every branch instruction using the |
| 1073 | // edge weights computed during propagation. |
| 1074 | DEBUG(dbgs() << "\nPropagation complete. Setting branch weights\n"); |
Diego Novillo | 7963ea1 | 2015-10-26 18:52:53 +0000 | [diff] [blame] | 1075 | LLVMContext &Ctx = F.getContext(); |
| 1076 | MDBuilder MDB(Ctx); |
Diego Novillo | 19e7b7e | 2014-10-22 18:39:50 +0000 | [diff] [blame] | 1077 | for (auto &BI : F) { |
| 1078 | BasicBlock *BB = &BI; |
Dehao Chen | 9232f98 | 2016-07-11 16:48:54 +0000 | [diff] [blame] | 1079 | |
| 1080 | if (BlockWeights[BB]) { |
| 1081 | for (auto &I : BB->getInstList()) { |
| 1082 | if (CallInst *CI = dyn_cast<CallInst>(&I)) { |
| 1083 | if (!dyn_cast<IntrinsicInst>(&I)) { |
| 1084 | SmallVector<uint32_t, 1> Weights; |
| 1085 | Weights.push_back(BlockWeights[BB]); |
Dehao Chen | 41cde0b | 2016-09-18 23:11:37 +0000 | [diff] [blame] | 1086 | CI->setMetadata(LLVMContext::MD_prof, |
Dehao Chen | 9232f98 | 2016-07-11 16:48:54 +0000 | [diff] [blame] | 1087 | MDB.createBranchWeights(Weights)); |
| 1088 | } |
| 1089 | } |
| 1090 | } |
| 1091 | } |
Diego Novillo | 19e7b7e | 2014-10-22 18:39:50 +0000 | [diff] [blame] | 1092 | TerminatorInst *TI = BB->getTerminator(); |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 1093 | if (TI->getNumSuccessors() == 1) |
| 1094 | continue; |
| 1095 | if (!isa<BranchInst>(TI) && !isa<SwitchInst>(TI)) |
| 1096 | continue; |
| 1097 | |
| 1098 | DEBUG(dbgs() << "\nGetting weights for branch at line " |
Diego Novillo | 92aa8c2 | 2014-03-10 22:41:28 +0000 | [diff] [blame] | 1099 | << TI->getDebugLoc().getLine() << ".\n"); |
Diego Novillo | 38be333 | 2015-10-15 16:36:21 +0000 | [diff] [blame] | 1100 | SmallVector<uint32_t, 4> Weights; |
Diego Novillo | 7963ea1 | 2015-10-26 18:52:53 +0000 | [diff] [blame] | 1101 | uint32_t MaxWeight = 0; |
Diego Novillo | 7963ea1 | 2015-10-26 18:52:53 +0000 | [diff] [blame] | 1102 | DebugLoc MaxDestLoc; |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 1103 | for (unsigned I = 0; I < TI->getNumSuccessors(); ++I) { |
| 1104 | BasicBlock *Succ = TI->getSuccessor(I); |
Diego Novillo | 19e7b7e | 2014-10-22 18:39:50 +0000 | [diff] [blame] | 1105 | Edge E = std::make_pair(BB, Succ); |
Diego Novillo | 38be333 | 2015-10-15 16:36:21 +0000 | [diff] [blame] | 1106 | uint64_t Weight = EdgeWeights[E]; |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 1107 | DEBUG(dbgs() << "\t"; printEdgeWeight(dbgs(), E)); |
Diego Novillo | 38be333 | 2015-10-15 16:36:21 +0000 | [diff] [blame] | 1108 | // Use uint32_t saturated arithmetic to adjust the incoming weights, |
| 1109 | // if needed. Sample counts in profiles are 64-bit unsigned values, |
| 1110 | // but internally branch weights are expressed as 32-bit values. |
| 1111 | if (Weight > std::numeric_limits<uint32_t>::max()) { |
| 1112 | DEBUG(dbgs() << " (saturated due to uint32_t overflow)"); |
| 1113 | Weight = std::numeric_limits<uint32_t>::max(); |
| 1114 | } |
Dehao Chen | c0a1e43 | 2016-08-12 16:22:12 +0000 | [diff] [blame] | 1115 | // Weight is added by one to avoid propagation errors introduced by |
| 1116 | // 0 weights. |
| 1117 | Weights.push_back(static_cast<uint32_t>(Weight + 1)); |
Diego Novillo | 7963ea1 | 2015-10-26 18:52:53 +0000 | [diff] [blame] | 1118 | if (Weight != 0) { |
| 1119 | if (Weight > MaxWeight) { |
| 1120 | MaxWeight = Weight; |
Diego Novillo | 7963ea1 | 2015-10-26 18:52:53 +0000 | [diff] [blame] | 1121 | MaxDestLoc = Succ->getFirstNonPHIOrDbgOrLifetime()->getDebugLoc(); |
| 1122 | } |
| 1123 | } |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 1124 | } |
| 1125 | |
| 1126 | // Only set weights if there is at least one non-zero weight. |
| 1127 | // In any other case, let the analyzer set weights. |
Dehao Chen | 82667d0 | 2016-09-19 16:33:41 +0000 | [diff] [blame] | 1128 | if (MaxWeight > 0) { |
| 1129 | DEBUG(dbgs() << "SUCCESS. Found non-zero weights.\n"); |
| 1130 | TI->setMetadata(llvm::LLVMContext::MD_prof, |
| 1131 | MDB.createBranchWeights(Weights)); |
| 1132 | DebugLoc BranchLoc = TI->getDebugLoc(); |
| 1133 | emitOptimizationRemark( |
| 1134 | Ctx, DEBUG_TYPE, F, MaxDestLoc, |
| 1135 | Twine("most popular destination for conditional branches at ") + |
| 1136 | ((BranchLoc) ? Twine(BranchLoc->getFilename() + ":" + |
| 1137 | Twine(BranchLoc.getLine()) + ":" + |
| 1138 | Twine(BranchLoc.getCol())) |
| 1139 | : Twine("<UNKNOWN LOCATION>"))); |
| 1140 | } else { |
| 1141 | DEBUG(dbgs() << "SKIPPED. All branch weights are zero.\n"); |
| 1142 | } |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 1143 | } |
| 1144 | } |
| 1145 | |
| 1146 | /// \brief Get the line number for the function header. |
| 1147 | /// |
| 1148 | /// This looks up function \p F in the current compilation unit and |
| 1149 | /// retrieves the line number where the function is defined. This is |
| 1150 | /// line 0 for all the samples read from the profile file. Every line |
| 1151 | /// number is relative to this line. |
| 1152 | /// |
| 1153 | /// \param F Function object to query. |
| 1154 | /// |
Diego Novillo | a32aa32 | 2014-03-14 21:58:59 +0000 | [diff] [blame] | 1155 | /// \returns the line number where \p F is defined. If it returns 0, |
| 1156 | /// it means that there is no debug information available for \p F. |
Diego Novillo | de1ab26 | 2014-09-09 12:40:50 +0000 | [diff] [blame] | 1157 | unsigned SampleProfileLoader::getFunctionLoc(Function &F) { |
Pete Cooper | adebb93 | 2016-03-11 02:14:16 +0000 | [diff] [blame] | 1158 | if (DISubprogram *S = F.getSubprogram()) |
Duncan P. N. Exon Smith | 537b4a8 | 2015-04-14 03:40:37 +0000 | [diff] [blame] | 1159 | return S->getLine(); |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 1160 | |
Diego Novillo | aa55507 | 2015-10-27 18:41:46 +0000 | [diff] [blame] | 1161 | // If the start of \p F is missing, emit a diagnostic to inform the user |
Diego Novillo | 8027b80 | 2014-10-22 12:59:00 +0000 | [diff] [blame] | 1162 | // about the missed opportunity. |
David Blaikie | 6107968 | 2014-03-16 01:36:18 +0000 | [diff] [blame] | 1163 | F.getContext().diagnose(DiagnosticInfoSampleProfile( |
Diego Novillo | a67c0b4 | 2014-10-22 13:36:35 +0000 | [diff] [blame] | 1164 | "No debug information found in function " + F.getName() + |
| 1165 | ": Function profile not used", |
| 1166 | DS_Warning)); |
Diego Novillo | a32aa32 | 2014-03-14 21:58:59 +0000 | [diff] [blame] | 1167 | return 0; |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 1168 | } |
| 1169 | |
Diego Novillo | 7732ae4 | 2015-08-26 20:00:27 +0000 | [diff] [blame] | 1170 | void SampleProfileLoader::computeDominanceAndLoopInfo(Function &F) { |
| 1171 | DT.reset(new DominatorTree); |
| 1172 | DT->recalculate(F); |
| 1173 | |
| 1174 | PDT.reset(new DominatorTreeBase<BasicBlock>(true)); |
| 1175 | PDT->recalculate(F); |
| 1176 | |
| 1177 | LI.reset(new LoopInfo); |
| 1178 | LI->analyze(*DT); |
| 1179 | } |
| 1180 | |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 1181 | /// \brief Generate branch weight metadata for all branches in \p F. |
| 1182 | /// |
| 1183 | /// Branch weights are computed out of instruction samples using a |
| 1184 | /// propagation heuristic. Propagation proceeds in 3 phases: |
| 1185 | /// |
| 1186 | /// 1- Assignment of block weights. All the basic blocks in the function |
| 1187 | /// are initial assigned the same weight as their most frequently |
| 1188 | /// executed instruction. |
| 1189 | /// |
| 1190 | /// 2- Creation of equivalence classes. Since samples may be missing from |
| 1191 | /// blocks, we can fill in the gaps by setting the weights of all the |
| 1192 | /// blocks in the same equivalence class to the same weight. To compute |
| 1193 | /// the concept of equivalence, we use dominance and loop information. |
| 1194 | /// Two blocks B1 and B2 are in the same equivalence class if B1 |
| 1195 | /// dominates B2, B2 post-dominates B1 and both are in the same loop. |
| 1196 | /// |
| 1197 | /// 3- Propagation of block weights into edges. This uses a simple |
| 1198 | /// propagation heuristic. The following rules are applied to every |
Diego Novillo | 19e7b7e | 2014-10-22 18:39:50 +0000 | [diff] [blame] | 1199 | /// block BB in the CFG: |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 1200 | /// |
Diego Novillo | 19e7b7e | 2014-10-22 18:39:50 +0000 | [diff] [blame] | 1201 | /// - If BB has a single predecessor/successor, then the weight |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 1202 | /// of that edge is the weight of the block. |
| 1203 | /// |
| 1204 | /// - If all the edges are known except one, and the weight of the |
| 1205 | /// block is already known, the weight of the unknown edge will |
| 1206 | /// be the weight of the block minus the sum of all the known |
Diego Novillo | 19e7b7e | 2014-10-22 18:39:50 +0000 | [diff] [blame] | 1207 | /// edges. If the sum of all the known edges is larger than BB's weight, |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 1208 | /// we set the unknown edge weight to zero. |
| 1209 | /// |
| 1210 | /// - If there is a self-referential edge, and the weight of the block is |
| 1211 | /// known, the weight for that edge is set to the weight of the block |
| 1212 | /// minus the weight of the other incoming edges to that block (if |
| 1213 | /// known). |
| 1214 | /// |
| 1215 | /// Since this propagation is not guaranteed to finalize for every CFG, we |
| 1216 | /// only allow it to proceed for a limited number of iterations (controlled |
| 1217 | /// by -sample-profile-max-propagate-iterations). |
| 1218 | /// |
| 1219 | /// FIXME: Try to replace this propagation heuristic with a scheme |
| 1220 | /// that is guaranteed to finalize. A work-list approach similar to |
| 1221 | /// the standard value propagation algorithm used by SSA-CCP might |
| 1222 | /// work here. |
| 1223 | /// |
| 1224 | /// Once all the branch weights are computed, we emit the MD_prof |
Diego Novillo | 19e7b7e | 2014-10-22 18:39:50 +0000 | [diff] [blame] | 1225 | /// metadata on BB using the computed values for each of its branches. |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 1226 | /// |
| 1227 | /// \param F The function to query. |
Diego Novillo | a32aa32 | 2014-03-14 21:58:59 +0000 | [diff] [blame] | 1228 | /// |
| 1229 | /// \returns true if \p F was modified. Returns false, otherwise. |
Diego Novillo | de1ab26 | 2014-09-09 12:40:50 +0000 | [diff] [blame] | 1230 | bool SampleProfileLoader::emitAnnotations(Function &F) { |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 1231 | bool Changed = false; |
| 1232 | |
Dehao Chen | 41dc5a6 | 2015-10-09 16:50:16 +0000 | [diff] [blame] | 1233 | if (getFunctionLoc(F) == 0) |
Diego Novillo | a32aa32 | 2014-03-14 21:58:59 +0000 | [diff] [blame] | 1234 | return false; |
| 1235 | |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 1236 | DEBUG(dbgs() << "Line number for the first instruction in " << F.getName() |
Dehao Chen | 41dc5a6 | 2015-10-09 16:50:16 +0000 | [diff] [blame] | 1237 | << ": " << getFunctionLoc(F) << "\n"); |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 1238 | |
Dehao Chen | 6722688 | 2015-09-30 00:42:46 +0000 | [diff] [blame] | 1239 | Changed |= inlineHotFunctions(F); |
| 1240 | |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 1241 | // Compute basic block weights. |
| 1242 | Changed |= computeBlockWeights(F); |
| 1243 | |
| 1244 | if (Changed) { |
Diego Novillo | 7732ae4 | 2015-08-26 20:00:27 +0000 | [diff] [blame] | 1245 | // Compute dominance and loop info needed for propagation. |
| 1246 | computeDominanceAndLoopInfo(F); |
| 1247 | |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 1248 | // Find equivalence classes. |
| 1249 | findEquivalenceClasses(F); |
| 1250 | |
| 1251 | // Propagate weights to all edges. |
| 1252 | propagateWeights(F); |
| 1253 | } |
| 1254 | |
Diego Novillo | f9ed08e | 2015-10-31 21:53:58 +0000 | [diff] [blame] | 1255 | // If coverage checking was requested, compute it now. |
Diego Novillo | 243ea6a | 2015-11-23 20:12:21 +0000 | [diff] [blame] | 1256 | if (SampleProfileRecordCoverage) { |
| 1257 | unsigned Used = CoverageTracker.countUsedRecords(Samples); |
| 1258 | unsigned Total = CoverageTracker.countBodyRecords(Samples); |
Diego Novillo | f9ed08e | 2015-10-31 21:53:58 +0000 | [diff] [blame] | 1259 | unsigned Coverage = CoverageTracker.computeCoverage(Used, Total); |
Diego Novillo | 243ea6a | 2015-11-23 20:12:21 +0000 | [diff] [blame] | 1260 | if (Coverage < SampleProfileRecordCoverage) { |
Diego Novillo | f9ed08e | 2015-10-31 21:53:58 +0000 | [diff] [blame] | 1261 | F.getContext().diagnose(DiagnosticInfoSampleProfile( |
Pete Cooper | adebb93 | 2016-03-11 02:14:16 +0000 | [diff] [blame] | 1262 | F.getSubprogram()->getFilename(), getFunctionLoc(F), |
Diego Novillo | f9ed08e | 2015-10-31 21:53:58 +0000 | [diff] [blame] | 1263 | Twine(Used) + " of " + Twine(Total) + " available profile records (" + |
| 1264 | Twine(Coverage) + "%) were applied", |
| 1265 | DS_Warning)); |
| 1266 | } |
| 1267 | } |
| 1268 | |
Diego Novillo | 243ea6a | 2015-11-23 20:12:21 +0000 | [diff] [blame] | 1269 | if (SampleProfileSampleCoverage) { |
| 1270 | uint64_t Used = CoverageTracker.getTotalUsedSamples(); |
| 1271 | uint64_t Total = CoverageTracker.countBodySamples(Samples); |
| 1272 | unsigned Coverage = CoverageTracker.computeCoverage(Used, Total); |
| 1273 | if (Coverage < SampleProfileSampleCoverage) { |
| 1274 | F.getContext().diagnose(DiagnosticInfoSampleProfile( |
Pete Cooper | adebb93 | 2016-03-11 02:14:16 +0000 | [diff] [blame] | 1275 | F.getSubprogram()->getFilename(), getFunctionLoc(F), |
Diego Novillo | 243ea6a | 2015-11-23 20:12:21 +0000 | [diff] [blame] | 1276 | Twine(Used) + " of " + Twine(Total) + " available profile samples (" + |
| 1277 | Twine(Coverage) + "%) were applied", |
| 1278 | DS_Warning)); |
| 1279 | } |
| 1280 | } |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 1281 | return Changed; |
| 1282 | } |
| 1283 | |
Xinliang David Li | e897edb | 2016-05-27 22:30:44 +0000 | [diff] [blame] | 1284 | char SampleProfileLoaderLegacyPass::ID = 0; |
Dehao Chen | 071bb9d | 2016-06-20 20:53:40 +0000 | [diff] [blame] | 1285 | INITIALIZE_PASS_BEGIN(SampleProfileLoaderLegacyPass, "sample-profile", |
Dehao Chen | 38e3731 | 2016-09-19 16:06:37 +0000 | [diff] [blame] | 1286 | "Sample Profile loader", false, false) |
Dehao Chen | 071bb9d | 2016-06-20 20:53:40 +0000 | [diff] [blame] | 1287 | INITIALIZE_PASS_DEPENDENCY(AssumptionCacheTracker) |
| 1288 | INITIALIZE_PASS_END(SampleProfileLoaderLegacyPass, "sample-profile", |
Dehao Chen | 38e3731 | 2016-09-19 16:06:37 +0000 | [diff] [blame] | 1289 | "Sample Profile loader", false, false) |
Diego Novillo | c0dd103 | 2013-11-26 20:37:33 +0000 | [diff] [blame] | 1290 | |
| 1291 | bool SampleProfileLoader::doInitialization(Module &M) { |
Diego Novillo | 7732ae4 | 2015-08-26 20:00:27 +0000 | [diff] [blame] | 1292 | auto &Ctx = M.getContext(); |
Diego Novillo | 4d71113 | 2015-08-25 15:25:11 +0000 | [diff] [blame] | 1293 | auto ReaderOrErr = SampleProfileReader::create(Filename, Ctx); |
Diego Novillo | fcd5560 | 2014-11-03 00:51:45 +0000 | [diff] [blame] | 1294 | if (std::error_code EC = ReaderOrErr.getError()) { |
Diego Novillo | c572e92 | 2014-10-30 18:00:06 +0000 | [diff] [blame] | 1295 | std::string Msg = "Could not open profile: " + EC.message(); |
David Blaikie | 2297a91 | 2015-11-02 20:01:13 +0000 | [diff] [blame] | 1296 | Ctx.diagnose(DiagnosticInfoSampleProfile(Filename, Msg)); |
Diego Novillo | c572e92 | 2014-10-30 18:00:06 +0000 | [diff] [blame] | 1297 | return false; |
| 1298 | } |
Diego Novillo | fcd5560 | 2014-11-03 00:51:45 +0000 | [diff] [blame] | 1299 | Reader = std::move(ReaderOrErr.get()); |
Diego Novillo | c572e92 | 2014-10-30 18:00:06 +0000 | [diff] [blame] | 1300 | ProfileIsValid = (Reader->read() == sampleprof_error::success); |
Diego Novillo | c0dd103 | 2013-11-26 20:37:33 +0000 | [diff] [blame] | 1301 | return true; |
| 1302 | } |
| 1303 | |
Diego Novillo | 4d71113 | 2015-08-25 15:25:11 +0000 | [diff] [blame] | 1304 | ModulePass *llvm::createSampleProfileLoaderPass() { |
Xinliang David Li | e897edb | 2016-05-27 22:30:44 +0000 | [diff] [blame] | 1305 | return new SampleProfileLoaderLegacyPass(SampleProfileFile); |
Diego Novillo | c0dd103 | 2013-11-26 20:37:33 +0000 | [diff] [blame] | 1306 | } |
| 1307 | |
Diego Novillo | 4d71113 | 2015-08-25 15:25:11 +0000 | [diff] [blame] | 1308 | ModulePass *llvm::createSampleProfileLoaderPass(StringRef Name) { |
Xinliang David Li | e897edb | 2016-05-27 22:30:44 +0000 | [diff] [blame] | 1309 | return new SampleProfileLoaderLegacyPass(Name); |
Diego Novillo | c0dd103 | 2013-11-26 20:37:33 +0000 | [diff] [blame] | 1310 | } |
| 1311 | |
Diego Novillo | 4d71113 | 2015-08-25 15:25:11 +0000 | [diff] [blame] | 1312 | bool SampleProfileLoader::runOnModule(Module &M) { |
Diego Novillo | a8a3bd2 | 2015-10-28 17:40:22 +0000 | [diff] [blame] | 1313 | if (!ProfileIsValid) |
| 1314 | return false; |
| 1315 | |
Diego Novillo | 84f06cc | 2015-11-27 23:14:51 +0000 | [diff] [blame] | 1316 | // Compute the total number of samples collected in this profile. |
| 1317 | for (const auto &I : Reader->getProfiles()) |
| 1318 | TotalCollectedSamples += I.second.getTotalSamples(); |
| 1319 | |
Diego Novillo | 4d71113 | 2015-08-25 15:25:11 +0000 | [diff] [blame] | 1320 | bool retval = false; |
| 1321 | for (auto &F : M) |
Diego Novillo | a8a3bd2 | 2015-10-28 17:40:22 +0000 | [diff] [blame] | 1322 | if (!F.isDeclaration()) { |
| 1323 | clearFunctionData(); |
Diego Novillo | 4d71113 | 2015-08-25 15:25:11 +0000 | [diff] [blame] | 1324 | retval |= runOnFunction(F); |
Diego Novillo | a8a3bd2 | 2015-10-28 17:40:22 +0000 | [diff] [blame] | 1325 | } |
Dehao Chen | c66a06a | 2016-06-24 22:57:06 +0000 | [diff] [blame] | 1326 | M.setProfileSummary(Reader->getSummary().getMD(M.getContext())); |
Diego Novillo | 4d71113 | 2015-08-25 15:25:11 +0000 | [diff] [blame] | 1327 | return retval; |
| 1328 | } |
| 1329 | |
Xinliang David Li | e897edb | 2016-05-27 22:30:44 +0000 | [diff] [blame] | 1330 | bool SampleProfileLoaderLegacyPass::runOnModule(Module &M) { |
Dehao Chen | 41cde0b | 2016-09-18 23:11:37 +0000 | [diff] [blame] | 1331 | // FIXME: pass in AssumptionCache correctly for the new pass manager. |
Dehao Chen | 071bb9d | 2016-06-20 20:53:40 +0000 | [diff] [blame] | 1332 | SampleLoader.setACT(&getAnalysis<AssumptionCacheTracker>()); |
Xinliang David Li | e897edb | 2016-05-27 22:30:44 +0000 | [diff] [blame] | 1333 | return SampleLoader.runOnModule(M); |
| 1334 | } |
| 1335 | |
Diego Novillo | 8d6568b | 2013-11-13 12:22:21 +0000 | [diff] [blame] | 1336 | bool SampleProfileLoader::runOnFunction(Function &F) { |
Dehao Chen | 6c73b49 | 2016-02-22 22:46:21 +0000 | [diff] [blame] | 1337 | F.setEntryCount(0); |
Diego Novillo | de1ab26 | 2014-09-09 12:40:50 +0000 | [diff] [blame] | 1338 | Samples = Reader->getSamplesFor(F); |
| 1339 | if (!Samples->empty()) |
| 1340 | return emitAnnotations(F); |
Diego Novillo | 0accb3d | 2014-01-10 23:23:46 +0000 | [diff] [blame] | 1341 | return false; |
Diego Novillo | 8d6568b | 2013-11-13 12:22:21 +0000 | [diff] [blame] | 1342 | } |
Xinliang David Li | d38392e | 2016-05-27 23:20:16 +0000 | [diff] [blame] | 1343 | |
| 1344 | PreservedAnalyses SampleProfileLoaderPass::run(Module &M, |
Sean Silva | fd03ac6 | 2016-08-09 00:28:38 +0000 | [diff] [blame] | 1345 | ModuleAnalysisManager &AM) { |
Xinliang David Li | d38392e | 2016-05-27 23:20:16 +0000 | [diff] [blame] | 1346 | |
| 1347 | SampleProfileLoader SampleLoader(SampleProfileFile); |
| 1348 | |
| 1349 | SampleLoader.doInitialization(M); |
| 1350 | |
| 1351 | if (!SampleLoader.runOnModule(M)) |
| 1352 | return PreservedAnalyses::all(); |
| 1353 | |
| 1354 | return PreservedAnalyses::none(); |
| 1355 | } |