Andrew Walbran | 16937d0 | 2019-10-22 13:54:20 +0100 | [diff] [blame^] | 1 | //===- llvm/Analysis/DivergenceAnalysis.h - Divergence Analysis -*- C++ -*-===// |
| 2 | // |
| 3 | // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. |
| 4 | // See https://llvm.org/LICENSE.txt for license information. |
| 5 | // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception |
| 6 | // |
| 7 | //===----------------------------------------------------------------------===// |
| 8 | // |
| 9 | // \file |
| 10 | // The divergence analysis determines which instructions and branches are |
| 11 | // divergent given a set of divergent source instructions. |
| 12 | // |
| 13 | //===----------------------------------------------------------------------===// |
| 14 | |
| 15 | #ifndef LLVM_ANALYSIS_DIVERGENCE_ANALYSIS_H |
| 16 | #define LLVM_ANALYSIS_DIVERGENCE_ANALYSIS_H |
| 17 | |
| 18 | #include "llvm/ADT/DenseSet.h" |
| 19 | #include "llvm/Analysis/SyncDependenceAnalysis.h" |
| 20 | #include "llvm/IR/Function.h" |
| 21 | #include "llvm/Pass.h" |
| 22 | #include <vector> |
| 23 | |
| 24 | namespace llvm { |
| 25 | class Module; |
| 26 | class Value; |
| 27 | class Instruction; |
| 28 | class Loop; |
| 29 | class raw_ostream; |
| 30 | class TargetTransformInfo; |
| 31 | |
| 32 | /// \brief Generic divergence analysis for reducible CFGs. |
| 33 | /// |
| 34 | /// This analysis propagates divergence in a data-parallel context from sources |
| 35 | /// of divergence to all users. It requires reducible CFGs. All assignments |
| 36 | /// should be in SSA form. |
| 37 | class DivergenceAnalysis { |
| 38 | public: |
| 39 | /// \brief This instance will analyze the whole function \p F or the loop \p |
| 40 | /// RegionLoop. |
| 41 | /// |
| 42 | /// \param RegionLoop if non-null the analysis is restricted to \p RegionLoop. |
| 43 | /// Otherwise the whole function is analyzed. |
| 44 | /// \param IsLCSSAForm whether the analysis may assume that the IR in the |
| 45 | /// region in in LCSSA form. |
| 46 | DivergenceAnalysis(const Function &F, const Loop *RegionLoop, |
| 47 | const DominatorTree &DT, const LoopInfo &LI, |
| 48 | SyncDependenceAnalysis &SDA, bool IsLCSSAForm); |
| 49 | |
| 50 | /// \brief The loop that defines the analyzed region (if any). |
| 51 | const Loop *getRegionLoop() const { return RegionLoop; } |
| 52 | const Function &getFunction() const { return F; } |
| 53 | |
| 54 | /// \brief Whether \p BB is part of the region. |
| 55 | bool inRegion(const BasicBlock &BB) const; |
| 56 | /// \brief Whether \p I is part of the region. |
| 57 | bool inRegion(const Instruction &I) const; |
| 58 | |
| 59 | /// \brief Mark \p UniVal as a value that is always uniform. |
| 60 | void addUniformOverride(const Value &UniVal); |
| 61 | |
| 62 | /// \brief Mark \p DivVal as a value that is always divergent. |
| 63 | void markDivergent(const Value &DivVal); |
| 64 | |
| 65 | /// \brief Propagate divergence to all instructions in the region. |
| 66 | /// Divergence is seeded by calls to \p markDivergent. |
| 67 | void compute(); |
| 68 | |
| 69 | /// \brief Whether any value was marked or analyzed to be divergent. |
| 70 | bool hasDetectedDivergence() const { return !DivergentValues.empty(); } |
| 71 | |
| 72 | /// \brief Whether \p Val will always return a uniform value regardless of its |
| 73 | /// operands |
| 74 | bool isAlwaysUniform(const Value &Val) const; |
| 75 | |
| 76 | /// \brief Whether \p Val is a divergent value |
| 77 | bool isDivergent(const Value &Val) const; |
| 78 | |
| 79 | void print(raw_ostream &OS, const Module *) const; |
| 80 | |
| 81 | private: |
| 82 | bool updateTerminator(const Instruction &Term) const; |
| 83 | bool updatePHINode(const PHINode &Phi) const; |
| 84 | |
| 85 | /// \brief Computes whether \p Inst is divergent based on the |
| 86 | /// divergence of its operands. |
| 87 | /// |
| 88 | /// \returns Whether \p Inst is divergent. |
| 89 | /// |
| 90 | /// This should only be called for non-phi, non-terminator instructions. |
| 91 | bool updateNormalInstruction(const Instruction &Inst) const; |
| 92 | |
| 93 | /// \brief Mark users of live-out users as divergent. |
| 94 | /// |
| 95 | /// \param LoopHeader the header of the divergent loop. |
| 96 | /// |
| 97 | /// Marks all users of live-out values of the loop headed by \p LoopHeader |
| 98 | /// as divergent and puts them on the worklist. |
| 99 | void taintLoopLiveOuts(const BasicBlock &LoopHeader); |
| 100 | |
| 101 | /// \brief Push all users of \p Val (in the region) to the worklist |
| 102 | void pushUsers(const Value &I); |
| 103 | |
| 104 | /// \brief Push all phi nodes in @block to the worklist |
| 105 | void pushPHINodes(const BasicBlock &Block); |
| 106 | |
| 107 | /// \brief Mark \p Block as join divergent |
| 108 | /// |
| 109 | /// A block is join divergent if two threads may reach it from different |
| 110 | /// incoming blocks at the same time. |
| 111 | void markBlockJoinDivergent(const BasicBlock &Block) { |
| 112 | DivergentJoinBlocks.insert(&Block); |
| 113 | } |
| 114 | |
| 115 | /// \brief Whether \p Val is divergent when read in \p ObservingBlock. |
| 116 | bool isTemporalDivergent(const BasicBlock &ObservingBlock, |
| 117 | const Value &Val) const; |
| 118 | |
| 119 | /// \brief Whether \p Block is join divergent |
| 120 | /// |
| 121 | /// (see markBlockJoinDivergent). |
| 122 | bool isJoinDivergent(const BasicBlock &Block) const { |
| 123 | return DivergentJoinBlocks.find(&Block) != DivergentJoinBlocks.end(); |
| 124 | } |
| 125 | |
| 126 | /// \brief Propagate control-induced divergence to users (phi nodes and |
| 127 | /// instructions). |
| 128 | // |
| 129 | // \param JoinBlock is a divergent loop exit or join point of two disjoint |
| 130 | // paths. |
| 131 | // \returns Whether \p JoinBlock is a divergent loop exit of \p TermLoop. |
| 132 | bool propagateJoinDivergence(const BasicBlock &JoinBlock, |
| 133 | const Loop *TermLoop); |
| 134 | |
| 135 | /// \brief Propagate induced value divergence due to control divergence in \p |
| 136 | /// Term. |
| 137 | void propagateBranchDivergence(const Instruction &Term); |
| 138 | |
| 139 | /// \brief Propagate divergent caused by a divergent loop exit. |
| 140 | /// |
| 141 | /// \param ExitingLoop is a divergent loop. |
| 142 | void propagateLoopDivergence(const Loop &ExitingLoop); |
| 143 | |
| 144 | private: |
| 145 | const Function &F; |
| 146 | // If regionLoop != nullptr, analysis is only performed within \p RegionLoop. |
| 147 | // Otw, analyze the whole function |
| 148 | const Loop *RegionLoop; |
| 149 | |
| 150 | const DominatorTree &DT; |
| 151 | const LoopInfo &LI; |
| 152 | |
| 153 | // Recognized divergent loops |
| 154 | DenseSet<const Loop *> DivergentLoops; |
| 155 | |
| 156 | // The SDA links divergent branches to divergent control-flow joins. |
| 157 | SyncDependenceAnalysis &SDA; |
| 158 | |
| 159 | // Use simplified code path for LCSSA form. |
| 160 | bool IsLCSSAForm; |
| 161 | |
| 162 | // Set of known-uniform values. |
| 163 | DenseSet<const Value *> UniformOverrides; |
| 164 | |
| 165 | // Blocks with joining divergent control from different predecessors. |
| 166 | DenseSet<const BasicBlock *> DivergentJoinBlocks; |
| 167 | |
| 168 | // Detected/marked divergent values. |
| 169 | DenseSet<const Value *> DivergentValues; |
| 170 | |
| 171 | // Internal worklist for divergence propagation. |
| 172 | std::vector<const Instruction *> Worklist; |
| 173 | }; |
| 174 | |
| 175 | /// \brief Divergence analysis frontend for GPU kernels. |
| 176 | class GPUDivergenceAnalysis { |
| 177 | SyncDependenceAnalysis SDA; |
| 178 | DivergenceAnalysis DA; |
| 179 | |
| 180 | public: |
| 181 | /// Runs the divergence analysis on @F, a GPU kernel |
| 182 | GPUDivergenceAnalysis(Function &F, const DominatorTree &DT, |
| 183 | const PostDominatorTree &PDT, const LoopInfo &LI, |
| 184 | const TargetTransformInfo &TTI); |
| 185 | |
| 186 | /// Whether any divergence was detected. |
| 187 | bool hasDivergence() const { return DA.hasDetectedDivergence(); } |
| 188 | |
| 189 | /// The GPU kernel this analysis result is for |
| 190 | const Function &getFunction() const { return DA.getFunction(); } |
| 191 | |
| 192 | /// Whether \p V is divergent. |
| 193 | bool isDivergent(const Value &V) const; |
| 194 | |
| 195 | /// Whether \p V is uniform/non-divergent |
| 196 | bool isUniform(const Value &V) const { return !isDivergent(V); } |
| 197 | |
| 198 | /// Print all divergent values in the kernel. |
| 199 | void print(raw_ostream &OS, const Module *) const; |
| 200 | }; |
| 201 | |
| 202 | } // namespace llvm |
| 203 | |
| 204 | #endif // LLVM_ANALYSIS_DIVERGENCE_ANALYSIS_H |