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_DIVERGENCEANALYSIS_H
16 #define LLVM_ANALYSIS_DIVERGENCEANALYSIS_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 DivergenceAnalysisImpl {
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   DivergenceAnalysisImpl(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).
getRegionLoop()51   const Loop *getRegionLoop() const { return RegionLoop; }
getFunction()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. Will not do so
63   /// if `isAlwaysUniform(DivVal)`.
64   /// \returns Whether the tracked divergence state of \p DivVal changed.
65   bool markDivergent(const Value &DivVal);
66 
67   /// \brief Propagate divergence to all instructions in the region.
68   /// Divergence is seeded by calls to \p markDivergent.
69   void compute();
70 
71   /// \brief Whether any value was marked or analyzed to be divergent.
hasDetectedDivergence()72   bool hasDetectedDivergence() const { return !DivergentValues.empty(); }
73 
74   /// \brief Whether \p Val will always return a uniform value regardless of its
75   /// operands
76   bool isAlwaysUniform(const Value &Val) const;
77 
78   /// \brief Whether \p Val is divergent at its definition.
79   bool isDivergent(const Value &Val) const;
80 
81   /// \brief Whether \p U is divergent. Uses of a uniform value can be
82   /// divergent.
83   bool isDivergentUse(const Use &U) const;
84 
85 private:
86   /// \brief Mark \p Term as divergent and push all Instructions that become
87   /// divergent as a result on the worklist.
88   void analyzeControlDivergence(const Instruction &Term);
89   /// \brief Mark all phi nodes in \p JoinBlock as divergent and push them on
90   /// the worklist.
91   void taintAndPushPhiNodes(const BasicBlock &JoinBlock);
92 
93   /// \brief Identify all Instructions that become divergent because \p DivExit
94   /// is a divergent loop exit of \p DivLoop. Mark those instructions as
95   /// divergent and push them on the worklist.
96   void propagateLoopExitDivergence(const BasicBlock &DivExit,
97                                    const Loop &DivLoop);
98 
99   /// \brief Internal implementation function for propagateLoopExitDivergence.
100   void analyzeLoopExitDivergence(const BasicBlock &DivExit,
101                                  const Loop &OuterDivLoop);
102 
103   /// \brief Mark all instruction as divergent that use a value defined in \p
104   /// OuterDivLoop. Push their users on the worklist.
105   void analyzeTemporalDivergence(const Instruction &I,
106                                  const Loop &OuterDivLoop);
107 
108   /// \brief Push all users of \p Val (in the region) to the worklist.
109   void pushUsers(const Value &I);
110 
111   /// \brief Whether \p Val is divergent when read in \p ObservingBlock.
112   bool isTemporalDivergent(const BasicBlock &ObservingBlock,
113                            const Value &Val) const;
114 
115 private:
116   const Function &F;
117   // If regionLoop != nullptr, analysis is only performed within \p RegionLoop.
118   // Otherwise, analyze the whole function
119   const Loop *RegionLoop;
120 
121   const DominatorTree &DT;
122   const LoopInfo &LI;
123 
124   // Recognized divergent loops
125   DenseSet<const Loop *> DivergentLoops;
126 
127   // The SDA links divergent branches to divergent control-flow joins.
128   SyncDependenceAnalysis &SDA;
129 
130   // Use simplified code path for LCSSA form.
131   bool IsLCSSAForm;
132 
133   // Set of known-uniform values.
134   DenseSet<const Value *> UniformOverrides;
135 
136   // Detected/marked divergent values.
137   DenseSet<const Value *> DivergentValues;
138 
139   // Internal worklist for divergence propagation.
140   std::vector<const Instruction *> Worklist;
141 };
142 
143 class DivergenceInfo {
144   Function &F;
145 
146   // If the function contains an irreducible region the divergence
147   // analysis can run indefinitely. We set ContainsIrreducible and no
148   // analysis is actually performed on the function. All values in
149   // this function are conservatively reported as divergent instead.
150   bool ContainsIrreducible;
151   std::unique_ptr<SyncDependenceAnalysis> SDA;
152   std::unique_ptr<DivergenceAnalysisImpl> DA;
153 
154 public:
155   DivergenceInfo(Function &F, const DominatorTree &DT,
156                  const PostDominatorTree &PDT, const LoopInfo &LI,
157                  const TargetTransformInfo &TTI, bool KnownReducible);
158 
159   /// Whether any divergence was detected.
hasDivergence()160   bool hasDivergence() const {
161     return ContainsIrreducible || DA->hasDetectedDivergence();
162   }
163 
164   /// The GPU kernel this analysis result is for
getFunction()165   const Function &getFunction() const { return F; }
166 
167   /// Whether \p V is divergent at its definition.
isDivergent(const Value & V)168   bool isDivergent(const Value &V) const {
169     return ContainsIrreducible || DA->isDivergent(V);
170   }
171 
172   /// Whether \p U is divergent. Uses of a uniform value can be divergent.
isDivergentUse(const Use & U)173   bool isDivergentUse(const Use &U) const {
174     return ContainsIrreducible || DA->isDivergentUse(U);
175   }
176 
177   /// Whether \p V is uniform/non-divergent.
isUniform(const Value & V)178   bool isUniform(const Value &V) const { return !isDivergent(V); }
179 
180   /// Whether \p U is uniform/non-divergent. Uses of a uniform value can be
181   /// divergent.
isUniformUse(const Use & U)182   bool isUniformUse(const Use &U) const { return !isDivergentUse(U); }
183 };
184 
185 /// \brief Divergence analysis frontend for GPU kernels.
186 class DivergenceAnalysis : public AnalysisInfoMixin<DivergenceAnalysis> {
187   friend AnalysisInfoMixin<DivergenceAnalysis>;
188 
189   static AnalysisKey Key;
190 
191 public:
192   using Result = DivergenceInfo;
193 
194   /// Runs the divergence analysis on @F, a GPU kernel
195   Result run(Function &F, FunctionAnalysisManager &AM);
196 };
197 
198 /// Printer pass to dump divergence analysis results.
199 struct DivergenceAnalysisPrinterPass
200     : public PassInfoMixin<DivergenceAnalysisPrinterPass> {
DivergenceAnalysisPrinterPassDivergenceAnalysisPrinterPass201   DivergenceAnalysisPrinterPass(raw_ostream &OS) : OS(OS) {}
202 
203   PreservedAnalyses run(Function &F, FunctionAnalysisManager &FAM);
204 
205 private:
206   raw_ostream &OS;
207 }; // class DivergenceAnalysisPrinterPass
208 
209 } // namespace llvm
210 
211 #endif // LLVM_ANALYSIS_DIVERGENCEANALYSIS_H
212