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0001 //===- llvm/Analysis/LoopCacheAnalysis.h ------------------------*- C++ -*-===//
0002 //
0003 // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
0004 // See https://llvm.org/LICENSE.txt for license information.
0005 // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
0006 //
0007 //===----------------------------------------------------------------------===//
0008 ///
0009 /// \file
0010 /// This file defines the interface for the loop cache analysis.
0011 ///
0012 //===----------------------------------------------------------------------===//
0013 
0014 #ifndef LLVM_ANALYSIS_LOOPCACHEANALYSIS_H
0015 #define LLVM_ANALYSIS_LOOPCACHEANALYSIS_H
0016 
0017 #include "llvm/Analysis/LoopAnalysisManager.h"
0018 #include "llvm/IR/PassManager.h"
0019 #include "llvm/Support/InstructionCost.h"
0020 #include <optional>
0021 
0022 namespace llvm {
0023 
0024 class AAResults;
0025 class DependenceInfo;
0026 class Instruction;
0027 class LPMUpdater;
0028 class raw_ostream;
0029 class LoopInfo;
0030 class Loop;
0031 class ScalarEvolution;
0032 class SCEV;
0033 class TargetTransformInfo;
0034 
0035 using CacheCostTy = InstructionCost;
0036 using LoopVectorTy = SmallVector<Loop *, 8>;
0037 
0038 /// Represents a memory reference as a base pointer and a set of indexing
0039 /// operations. For example given the array reference A[i][2j+1][3k+2] in a
0040 /// 3-dim loop nest:
0041 ///   for(i=0;i<n;++i)
0042 ///     for(j=0;j<m;++j)
0043 ///       for(k=0;k<o;++k)
0044 ///         ... A[i][2j+1][3k+2] ...
0045 /// We expect:
0046 ///   BasePointer -> A
0047 ///   Subscripts -> [{0,+,1}<%for.i>][{1,+,2}<%for.j>][{2,+,3}<%for.k>]
0048 ///   Sizes -> [m][o][4]
0049 class IndexedReference {
0050   friend raw_ostream &operator<<(raw_ostream &OS, const IndexedReference &R);
0051 
0052 public:
0053   /// Construct an indexed reference given a \p StoreOrLoadInst instruction.
0054   IndexedReference(Instruction &StoreOrLoadInst, const LoopInfo &LI,
0055                    ScalarEvolution &SE);
0056 
0057   bool isValid() const { return IsValid; }
0058   const SCEV *getBasePointer() const { return BasePointer; }
0059   size_t getNumSubscripts() const { return Subscripts.size(); }
0060   const SCEV *getSubscript(unsigned SubNum) const {
0061     assert(SubNum < getNumSubscripts() && "Invalid subscript number");
0062     return Subscripts[SubNum];
0063   }
0064   const SCEV *getFirstSubscript() const {
0065     assert(!Subscripts.empty() && "Expecting non-empty container");
0066     return Subscripts.front();
0067   }
0068   const SCEV *getLastSubscript() const {
0069     assert(!Subscripts.empty() && "Expecting non-empty container");
0070     return Subscripts.back();
0071   }
0072 
0073   /// Return true/false if the current object and the indexed reference \p Other
0074   /// are/aren't in the same cache line of size \p CLS. Two references are in
0075   /// the same chace line iff the distance between them in the innermost
0076   /// dimension is less than the cache line size. Return std::nullopt if unsure.
0077   std::optional<bool> hasSpacialReuse(const IndexedReference &Other,
0078                                       unsigned CLS, AAResults &AA) const;
0079 
0080   /// Return true if the current object and the indexed reference \p Other
0081   /// have distance smaller than \p MaxDistance in the dimension associated with
0082   /// the given loop \p L. Return false if the distance is not smaller than \p
0083   /// MaxDistance and std::nullopt if unsure.
0084   std::optional<bool> hasTemporalReuse(const IndexedReference &Other,
0085                                        unsigned MaxDistance, const Loop &L,
0086                                        DependenceInfo &DI, AAResults &AA) const;
0087 
0088   /// Compute the cost of the reference w.r.t. the given loop \p L when it is
0089   /// considered in the innermost position in the loop nest.
0090   /// The cost is defined as:
0091   ///   - equal to one if the reference is loop invariant, or
0092   ///   - equal to '(TripCount * stride) / cache_line_size' if:
0093   ///     + the reference stride is less than the cache line size, and
0094   ///     + the coefficient of this loop's index variable used in all other
0095   ///       subscripts is zero
0096   ///   - or otherwise equal to 'TripCount'.
0097   CacheCostTy computeRefCost(const Loop &L, unsigned CLS) const;
0098 
0099 private:
0100   /// Attempt to delinearize the indexed reference.
0101   bool delinearize(const LoopInfo &LI);
0102 
0103   /// Attempt to delinearize \p AccessFn for fixed-size arrays.
0104   bool tryDelinearizeFixedSize(const SCEV *AccessFn,
0105                                SmallVectorImpl<const SCEV *> &Subscripts);
0106 
0107   /// Return true if the index reference is invariant with respect to loop \p L.
0108   bool isLoopInvariant(const Loop &L) const;
0109 
0110   /// Return true if the indexed reference is 'consecutive' in loop \p L.
0111   /// An indexed reference is 'consecutive' if the only coefficient that uses
0112   /// the loop induction variable is the rightmost one, and the access stride is
0113   /// smaller than the cache line size \p CLS. Provide a valid \p Stride value
0114   /// if the indexed reference is 'consecutive'.
0115   bool isConsecutive(const Loop &L, const SCEV *&Stride, unsigned CLS) const;
0116 
0117   /// Retrieve the index of the subscript corresponding to the given loop \p
0118   /// L. Return a zero-based positive index if the subscript index is
0119   /// succesfully located and a negative value otherwise. For example given the
0120   /// indexed reference 'A[i][2j+1][3k+2]', the call
0121   /// 'getSubscriptIndex(loop-k)' would return value 2.
0122   int getSubscriptIndex(const Loop &L) const;
0123 
0124   /// Return the coefficient used in the rightmost dimension.
0125   const SCEV *getLastCoefficient() const;
0126 
0127   /// Return true if the coefficient corresponding to induction variable of
0128   /// loop \p L in the given \p Subscript is zero or is loop invariant in \p L.
0129   bool isCoeffForLoopZeroOrInvariant(const SCEV &Subscript,
0130                                      const Loop &L) const;
0131 
0132   /// Verify that the given \p Subscript is 'well formed' (must be a simple add
0133   /// recurrence).
0134   bool isSimpleAddRecurrence(const SCEV &Subscript, const Loop &L) const;
0135 
0136   /// Return true if the given reference \p Other is definetely aliased with
0137   /// the indexed reference represented by this class.
0138   bool isAliased(const IndexedReference &Other, AAResults &AA) const;
0139 
0140 private:
0141   /// True if the reference can be delinearized, false otherwise.
0142   bool IsValid = false;
0143 
0144   /// Represent the memory reference instruction.
0145   Instruction &StoreOrLoadInst;
0146 
0147   /// The base pointer of the memory reference.
0148   const SCEV *BasePointer = nullptr;
0149 
0150   /// The subscript (indexes) of the memory reference.
0151   SmallVector<const SCEV *, 3> Subscripts;
0152 
0153   /// The dimensions of the memory reference.
0154   SmallVector<const SCEV *, 3> Sizes;
0155 
0156   ScalarEvolution &SE;
0157 };
0158 
0159 /// A reference group represents a set of memory references that exhibit
0160 /// temporal or spacial reuse. Two references belong to the same
0161 /// reference group with respect to a inner loop L iff:
0162 /// 1. they have a loop independent dependency, or
0163 /// 2. they have a loop carried dependence with a small dependence distance
0164 ///    (e.g. less than 2) carried by the inner loop, or
0165 /// 3. they refer to the same array, and the subscript in their innermost
0166 ///    dimension is less than or equal to 'd' (where 'd' is less than the cache
0167 ///    line size)
0168 ///
0169 /// Intuitively a reference group represents memory references that access
0170 /// the same cache line. Conditions 1,2 above account for temporal reuse, while
0171 /// contition 3 accounts for spacial reuse.
0172 using ReferenceGroupTy = SmallVector<std::unique_ptr<IndexedReference>, 8>;
0173 using ReferenceGroupsTy = SmallVector<ReferenceGroupTy, 8>;
0174 
0175 /// \c CacheCost represents the estimated cost of a inner loop as the number of
0176 /// cache lines used by the memory references it contains.
0177 /// The 'cache cost' of a loop 'L' in a loop nest 'LN' is computed as the sum of
0178 /// the cache costs of all of its reference groups when the loop is considered
0179 /// to be in the innermost position in the nest.
0180 /// A reference group represents memory references that fall into the same cache
0181 /// line. Each reference group is analysed with respect to the innermost loop in
0182 /// a loop nest. The cost of a reference is defined as follow:
0183 ///  - one if it is loop invariant w.r.t the innermost loop,
0184 ///  - equal to the loop trip count divided by the cache line times the
0185 ///    reference stride if the reference stride is less than the cache line
0186 ///    size (CLS), and the coefficient of this loop's index variable used in all
0187 ///    other subscripts is zero (e.g. RefCost = TripCount/(CLS/RefStride))
0188 ///  - equal to the innermost loop trip count if the reference stride is greater
0189 ///    or equal to the cache line size CLS.
0190 class CacheCost {
0191   friend raw_ostream &operator<<(raw_ostream &OS, const CacheCost &CC);
0192   using LoopTripCountTy = std::pair<const Loop *, unsigned>;
0193   using LoopCacheCostTy = std::pair<const Loop *, CacheCostTy>;
0194 
0195 public:
0196   /// Construct a CacheCost object for the loop nest described by \p Loops.
0197   /// The optional parameter \p TRT can be used to specify the max. distance
0198   /// between array elements accessed in a loop so that the elements are
0199   /// classified to have temporal reuse.
0200   CacheCost(const LoopVectorTy &Loops, const LoopInfo &LI, ScalarEvolution &SE,
0201             TargetTransformInfo &TTI, AAResults &AA, DependenceInfo &DI,
0202             std::optional<unsigned> TRT = std::nullopt);
0203 
0204   /// Create a CacheCost for the loop nest rooted by \p Root.
0205   /// The optional parameter \p TRT can be used to specify the max. distance
0206   /// between array elements accessed in a loop so that the elements are
0207   /// classified to have temporal reuse.
0208   static std::unique_ptr<CacheCost>
0209   getCacheCost(Loop &Root, LoopStandardAnalysisResults &AR, DependenceInfo &DI,
0210                std::optional<unsigned> TRT = std::nullopt);
0211 
0212   /// Return the estimated cost of loop \p L if the given loop is part of the
0213   /// loop nest associated with this object. Return -1 otherwise.
0214   CacheCostTy getLoopCost(const Loop &L) const {
0215     auto IT = llvm::find_if(LoopCosts, [&L](const LoopCacheCostTy &LCC) {
0216       return LCC.first == &L;
0217     });
0218     return (IT != LoopCosts.end()) ? (*IT).second : -1;
0219   }
0220 
0221   /// Return the estimated ordered loop costs.
0222   ArrayRef<LoopCacheCostTy> getLoopCosts() const { return LoopCosts; }
0223 
0224 private:
0225   /// Calculate the cache footprint of each loop in the nest (when it is
0226   /// considered to be in the innermost position).
0227   void calculateCacheFootprint();
0228 
0229   /// Partition store/load instructions in the loop nest into reference groups.
0230   /// Two or more memory accesses belong in the same reference group if they
0231   /// share the same cache line.
0232   bool populateReferenceGroups(ReferenceGroupsTy &RefGroups) const;
0233 
0234   /// Calculate the cost of the given loop \p L assuming it is the innermost
0235   /// loop in nest.
0236   CacheCostTy computeLoopCacheCost(const Loop &L,
0237                                    const ReferenceGroupsTy &RefGroups) const;
0238 
0239   /// Compute the cost of a representative reference in reference group \p RG
0240   /// when the given loop \p L is considered as the innermost loop in the nest.
0241   /// The computed cost is an estimate for the number of cache lines used by the
0242   /// reference group. The representative reference cost is defined as:
0243   ///   - equal to one if the reference is loop invariant, or
0244   ///   - equal to '(TripCount * stride) / cache_line_size' if (a) loop \p L's
0245   ///     induction variable is used only in the reference subscript associated
0246   ///     with loop \p L, and (b) the reference stride is less than the cache
0247   ///     line size, or
0248   ///   - TripCount otherwise
0249   CacheCostTy computeRefGroupCacheCost(const ReferenceGroupTy &RG,
0250                                        const Loop &L) const;
0251 
0252   /// Sort the LoopCosts vector by decreasing cache cost.
0253   void sortLoopCosts() {
0254     stable_sort(LoopCosts,
0255                 [](const LoopCacheCostTy &A, const LoopCacheCostTy &B) {
0256                   return A.second > B.second;
0257                 });
0258   }
0259 
0260 private:
0261   /// Loops in the loop nest associated with this object.
0262   LoopVectorTy Loops;
0263 
0264   /// Trip counts for the loops in the loop nest associated with this object.
0265   SmallVector<LoopTripCountTy, 3> TripCounts;
0266 
0267   /// Cache costs for the loops in the loop nest associated with this object.
0268   SmallVector<LoopCacheCostTy, 3> LoopCosts;
0269 
0270   /// The max. distance between array elements accessed in a loop so that the
0271   /// elements are classified to have temporal reuse.
0272   std::optional<unsigned> TRT;
0273 
0274   const LoopInfo &LI;
0275   ScalarEvolution &SE;
0276   TargetTransformInfo &TTI;
0277   AAResults &AA;
0278   DependenceInfo &DI;
0279 };
0280 
0281 raw_ostream &operator<<(raw_ostream &OS, const IndexedReference &R);
0282 raw_ostream &operator<<(raw_ostream &OS, const CacheCost &CC);
0283 
0284 /// Printer pass for the \c CacheCost results.
0285 class LoopCachePrinterPass : public PassInfoMixin<LoopCachePrinterPass> {
0286   raw_ostream &OS;
0287 
0288 public:
0289   explicit LoopCachePrinterPass(raw_ostream &OS) : OS(OS) {}
0290 
0291   PreservedAnalyses run(Loop &L, LoopAnalysisManager &AM,
0292                         LoopStandardAnalysisResults &AR, LPMUpdater &U);
0293 
0294   static bool isRequired() { return true; }
0295 };
0296 
0297 } // namespace llvm
0298 
0299 #endif // LLVM_ANALYSIS_LOOPCACHEANALYSIS_H