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| 14 | pmbaty | 1 | //===- llvm/Analysis/LoopCacheAnalysis.h ------------------------*- C++ -*-===// |
| 2 | // |
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| 3 | // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. |
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| 4 | // See https://llvm.org/LICENSE.txt for license information. |
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| 5 | // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception |
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| 6 | // |
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| 7 | //===----------------------------------------------------------------------===// |
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| 8 | /// |
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| 9 | /// \file |
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| 10 | /// This file defines the interface for the loop cache analysis. |
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| 11 | /// |
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| 12 | //===----------------------------------------------------------------------===// |
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| 13 | |||
| 14 | #ifndef LLVM_ANALYSIS_LOOPCACHEANALYSIS_H |
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| 15 | #define LLVM_ANALYSIS_LOOPCACHEANALYSIS_H |
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| 16 | |||
| 17 | #include "llvm/Analysis/LoopAnalysisManager.h" |
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| 18 | #include "llvm/IR/PassManager.h" |
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| 19 | #include <optional> |
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| 20 | |||
| 21 | namespace llvm { |
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| 22 | |||
| 23 | class AAResults; |
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| 24 | class DependenceInfo; |
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| 25 | class Instruction; |
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| 26 | class LPMUpdater; |
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| 27 | class raw_ostream; |
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| 28 | class LoopInfo; |
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| 29 | class Loop; |
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| 30 | class ScalarEvolution; |
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| 31 | class SCEV; |
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| 32 | class TargetTransformInfo; |
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| 33 | |||
| 34 | using CacheCostTy = int64_t; |
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| 35 | using LoopVectorTy = SmallVector<Loop *, 8>; |
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| 36 | |||
| 37 | /// Represents a memory reference as a base pointer and a set of indexing |
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| 38 | /// operations. For example given the array reference A[i][2j+1][3k+2] in a |
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| 39 | /// 3-dim loop nest: |
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| 40 | /// for(i=0;i<n;++i) |
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| 41 | /// for(j=0;j<m;++j) |
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| 42 | /// for(k=0;k<o;++k) |
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| 43 | /// ... A[i][2j+1][3k+2] ... |
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| 44 | /// We expect: |
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| 45 | /// BasePointer -> A |
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| 46 | /// Subscripts -> [{0,+,1}<%for.i>][{1,+,2}<%for.j>][{2,+,3}<%for.k>] |
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| 47 | /// Sizes -> [m][o][4] |
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| 48 | class IndexedReference { |
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| 49 | friend raw_ostream &operator<<(raw_ostream &OS, const IndexedReference &R); |
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| 50 | |||
| 51 | public: |
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| 52 | /// Construct an indexed reference given a \p StoreOrLoadInst instruction. |
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| 53 | IndexedReference(Instruction &StoreOrLoadInst, const LoopInfo &LI, |
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| 54 | ScalarEvolution &SE); |
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| 55 | |||
| 56 | bool isValid() const { return IsValid; } |
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| 57 | const SCEV *getBasePointer() const { return BasePointer; } |
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| 58 | size_t getNumSubscripts() const { return Subscripts.size(); } |
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| 59 | const SCEV *getSubscript(unsigned SubNum) const { |
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| 60 | assert(SubNum < getNumSubscripts() && "Invalid subscript number"); |
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| 61 | return Subscripts[SubNum]; |
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| 62 | } |
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| 63 | const SCEV *getFirstSubscript() const { |
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| 64 | assert(!Subscripts.empty() && "Expecting non-empty container"); |
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| 65 | return Subscripts.front(); |
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| 66 | } |
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| 67 | const SCEV *getLastSubscript() const { |
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| 68 | assert(!Subscripts.empty() && "Expecting non-empty container"); |
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| 69 | return Subscripts.back(); |
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| 70 | } |
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| 71 | |||
| 72 | /// Return true/false if the current object and the indexed reference \p Other |
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| 73 | /// are/aren't in the same cache line of size \p CLS. Two references are in |
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| 74 | /// the same chace line iff the distance between them in the innermost |
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| 75 | /// dimension is less than the cache line size. Return std::nullopt if unsure. |
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| 76 | std::optional<bool> hasSpacialReuse(const IndexedReference &Other, |
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| 77 | unsigned CLS, AAResults &AA) const; |
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| 78 | |||
| 79 | /// Return true if the current object and the indexed reference \p Other |
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| 80 | /// have distance smaller than \p MaxDistance in the dimension associated with |
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| 81 | /// the given loop \p L. Return false if the distance is not smaller than \p |
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| 82 | /// MaxDistance and std::nullopt if unsure. |
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| 83 | std::optional<bool> hasTemporalReuse(const IndexedReference &Other, |
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| 84 | unsigned MaxDistance, const Loop &L, |
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| 85 | DependenceInfo &DI, AAResults &AA) const; |
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| 86 | |||
| 87 | /// Compute the cost of the reference w.r.t. the given loop \p L when it is |
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| 88 | /// considered in the innermost position in the loop nest. |
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| 89 | /// The cost is defined as: |
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| 90 | /// - equal to one if the reference is loop invariant, or |
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| 91 | /// - equal to '(TripCount * stride) / cache_line_size' if: |
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| 92 | /// + the reference stride is less than the cache line size, and |
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| 93 | /// + the coefficient of this loop's index variable used in all other |
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| 94 | /// subscripts is zero |
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| 95 | /// - or otherwise equal to 'TripCount'. |
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| 96 | CacheCostTy computeRefCost(const Loop &L, unsigned CLS) const; |
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| 97 | |||
| 98 | private: |
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| 99 | /// Attempt to delinearize the indexed reference. |
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| 100 | bool delinearize(const LoopInfo &LI); |
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| 101 | |||
| 102 | /// Attempt to delinearize \p AccessFn for fixed-size arrays. |
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| 103 | bool tryDelinearizeFixedSize(const SCEV *AccessFn, |
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| 104 | SmallVectorImpl<const SCEV *> &Subscripts); |
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| 105 | |||
| 106 | /// Return true if the index reference is invariant with respect to loop \p L. |
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| 107 | bool isLoopInvariant(const Loop &L) const; |
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| 108 | |||
| 109 | /// Return true if the indexed reference is 'consecutive' in loop \p L. |
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| 110 | /// An indexed reference is 'consecutive' if the only coefficient that uses |
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| 111 | /// the loop induction variable is the rightmost one, and the access stride is |
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| 112 | /// smaller than the cache line size \p CLS. Provide a valid \p Stride value |
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| 113 | /// if the indexed reference is 'consecutive'. |
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| 114 | bool isConsecutive(const Loop &L, const SCEV *&Stride, unsigned CLS) const; |
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| 115 | |||
| 116 | /// Retrieve the index of the subscript corresponding to the given loop \p |
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| 117 | /// L. Return a zero-based positive index if the subscript index is |
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| 118 | /// succesfully located and a negative value otherwise. For example given the |
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| 119 | /// indexed reference 'A[i][2j+1][3k+2]', the call |
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| 120 | /// 'getSubscriptIndex(loop-k)' would return value 2. |
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| 121 | int getSubscriptIndex(const Loop &L) const; |
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| 122 | |||
| 123 | /// Return the coefficient used in the rightmost dimension. |
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| 124 | const SCEV *getLastCoefficient() const; |
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| 125 | |||
| 126 | /// Return true if the coefficient corresponding to induction variable of |
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| 127 | /// loop \p L in the given \p Subscript is zero or is loop invariant in \p L. |
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| 128 | bool isCoeffForLoopZeroOrInvariant(const SCEV &Subscript, |
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| 129 | const Loop &L) const; |
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| 130 | |||
| 131 | /// Verify that the given \p Subscript is 'well formed' (must be a simple add |
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| 132 | /// recurrence). |
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| 133 | bool isSimpleAddRecurrence(const SCEV &Subscript, const Loop &L) const; |
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| 134 | |||
| 135 | /// Return true if the given reference \p Other is definetely aliased with |
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| 136 | /// the indexed reference represented by this class. |
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| 137 | bool isAliased(const IndexedReference &Other, AAResults &AA) const; |
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| 138 | |||
| 139 | private: |
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| 140 | /// True if the reference can be delinearized, false otherwise. |
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| 141 | bool IsValid = false; |
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| 142 | |||
| 143 | /// Represent the memory reference instruction. |
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| 144 | Instruction &StoreOrLoadInst; |
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| 145 | |||
| 146 | /// The base pointer of the memory reference. |
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| 147 | const SCEV *BasePointer = nullptr; |
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| 148 | |||
| 149 | /// The subscript (indexes) of the memory reference. |
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| 150 | SmallVector<const SCEV *, 3> Subscripts; |
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| 151 | |||
| 152 | /// The dimensions of the memory reference. |
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| 153 | SmallVector<const SCEV *, 3> Sizes; |
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| 154 | |||
| 155 | ScalarEvolution &SE; |
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| 156 | }; |
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| 157 | |||
| 158 | /// A reference group represents a set of memory references that exhibit |
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| 159 | /// temporal or spacial reuse. Two references belong to the same |
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| 160 | /// reference group with respect to a inner loop L iff: |
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| 161 | /// 1. they have a loop independent dependency, or |
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| 162 | /// 2. they have a loop carried dependence with a small dependence distance |
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| 163 | /// (e.g. less than 2) carried by the inner loop, or |
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| 164 | /// 3. they refer to the same array, and the subscript in their innermost |
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| 165 | /// dimension is less than or equal to 'd' (where 'd' is less than the cache |
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| 166 | /// line size) |
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| 167 | /// |
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| 168 | /// Intuitively a reference group represents memory references that access |
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| 169 | /// the same cache line. Conditions 1,2 above account for temporal reuse, while |
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| 170 | /// contition 3 accounts for spacial reuse. |
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| 171 | using ReferenceGroupTy = SmallVector<std::unique_ptr<IndexedReference>, 8>; |
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| 172 | using ReferenceGroupsTy = SmallVector<ReferenceGroupTy, 8>; |
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| 173 | |||
| 174 | /// \c CacheCost represents the estimated cost of a inner loop as the number of |
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| 175 | /// cache lines used by the memory references it contains. |
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| 176 | /// The 'cache cost' of a loop 'L' in a loop nest 'LN' is computed as the sum of |
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| 177 | /// the cache costs of all of its reference groups when the loop is considered |
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| 178 | /// to be in the innermost position in the nest. |
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| 179 | /// A reference group represents memory references that fall into the same cache |
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| 180 | /// line. Each reference group is analysed with respect to the innermost loop in |
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| 181 | /// a loop nest. The cost of a reference is defined as follow: |
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| 182 | /// - one if it is loop invariant w.r.t the innermost loop, |
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| 183 | /// - equal to the loop trip count divided by the cache line times the |
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| 184 | /// reference stride if the reference stride is less than the cache line |
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| 185 | /// size (CLS), and the coefficient of this loop's index variable used in all |
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| 186 | /// other subscripts is zero (e.g. RefCost = TripCount/(CLS/RefStride)) |
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| 187 | /// - equal to the innermost loop trip count if the reference stride is greater |
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| 188 | /// or equal to the cache line size CLS. |
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| 189 | class CacheCost { |
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| 190 | friend raw_ostream &operator<<(raw_ostream &OS, const CacheCost &CC); |
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| 191 | using LoopTripCountTy = std::pair<const Loop *, unsigned>; |
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| 192 | using LoopCacheCostTy = std::pair<const Loop *, CacheCostTy>; |
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| 193 | |||
| 194 | public: |
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| 195 | static CacheCostTy constexpr InvalidCost = -1; |
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| 196 | |||
| 197 | /// Construct a CacheCost object for the loop nest described by \p Loops. |
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| 198 | /// The optional parameter \p TRT can be used to specify the max. distance |
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| 199 | /// between array elements accessed in a loop so that the elements are |
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| 200 | /// classified to have temporal reuse. |
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| 201 | CacheCost(const LoopVectorTy &Loops, const LoopInfo &LI, ScalarEvolution &SE, |
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| 202 | TargetTransformInfo &TTI, AAResults &AA, DependenceInfo &DI, |
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| 203 | std::optional<unsigned> TRT = std::nullopt); |
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| 204 | |||
| 205 | /// Create a CacheCost for the loop nest rooted by \p Root. |
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| 206 | /// The optional parameter \p TRT can be used to specify the max. distance |
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| 207 | /// between array elements accessed in a loop so that the elements are |
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| 208 | /// classified to have temporal reuse. |
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| 209 | static std::unique_ptr<CacheCost> |
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| 210 | getCacheCost(Loop &Root, LoopStandardAnalysisResults &AR, DependenceInfo &DI, |
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| 211 | std::optional<unsigned> TRT = std::nullopt); |
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| 212 | |||
| 213 | /// Return the estimated cost of loop \p L if the given loop is part of the |
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| 214 | /// loop nest associated with this object. Return -1 otherwise. |
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| 215 | CacheCostTy getLoopCost(const Loop &L) const { |
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| 216 | auto IT = llvm::find_if(LoopCosts, [&L](const LoopCacheCostTy &LCC) { |
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| 217 | return LCC.first == &L; |
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| 218 | }); |
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| 219 | return (IT != LoopCosts.end()) ? (*IT).second : -1; |
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| 220 | } |
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| 221 | |||
| 222 | /// Return the estimated ordered loop costs. |
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| 223 | ArrayRef<LoopCacheCostTy> getLoopCosts() const { return LoopCosts; } |
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| 224 | |||
| 225 | private: |
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| 226 | /// Calculate the cache footprint of each loop in the nest (when it is |
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| 227 | /// considered to be in the innermost position). |
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| 228 | void calculateCacheFootprint(); |
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| 229 | |||
| 230 | /// Partition store/load instructions in the loop nest into reference groups. |
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| 231 | /// Two or more memory accesses belong in the same reference group if they |
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| 232 | /// share the same cache line. |
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| 233 | bool populateReferenceGroups(ReferenceGroupsTy &RefGroups) const; |
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| 234 | |||
| 235 | /// Calculate the cost of the given loop \p L assuming it is the innermost |
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| 236 | /// loop in nest. |
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| 237 | CacheCostTy computeLoopCacheCost(const Loop &L, |
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| 238 | const ReferenceGroupsTy &RefGroups) const; |
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| 239 | |||
| 240 | /// Compute the cost of a representative reference in reference group \p RG |
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| 241 | /// when the given loop \p L is considered as the innermost loop in the nest. |
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| 242 | /// The computed cost is an estimate for the number of cache lines used by the |
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| 243 | /// reference group. The representative reference cost is defined as: |
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| 244 | /// - equal to one if the reference is loop invariant, or |
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| 245 | /// - equal to '(TripCount * stride) / cache_line_size' if (a) loop \p L's |
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| 246 | /// induction variable is used only in the reference subscript associated |
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| 247 | /// with loop \p L, and (b) the reference stride is less than the cache |
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| 248 | /// line size, or |
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| 249 | /// - TripCount otherwise |
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| 250 | CacheCostTy computeRefGroupCacheCost(const ReferenceGroupTy &RG, |
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| 251 | const Loop &L) const; |
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| 252 | |||
| 253 | /// Sort the LoopCosts vector by decreasing cache cost. |
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| 254 | void sortLoopCosts() { |
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| 255 | stable_sort(LoopCosts, |
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| 256 | [](const LoopCacheCostTy &A, const LoopCacheCostTy &B) { |
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| 257 | return A.second > B.second; |
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| 258 | }); |
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| 259 | } |
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| 260 | |||
| 261 | private: |
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| 262 | /// Loops in the loop nest associated with this object. |
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| 263 | LoopVectorTy Loops; |
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| 264 | |||
| 265 | /// Trip counts for the loops in the loop nest associated with this object. |
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| 266 | SmallVector<LoopTripCountTy, 3> TripCounts; |
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| 267 | |||
| 268 | /// Cache costs for the loops in the loop nest associated with this object. |
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| 269 | SmallVector<LoopCacheCostTy, 3> LoopCosts; |
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| 270 | |||
| 271 | /// The max. distance between array elements accessed in a loop so that the |
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| 272 | /// elements are classified to have temporal reuse. |
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| 273 | std::optional<unsigned> TRT; |
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| 274 | |||
| 275 | const LoopInfo &LI; |
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| 276 | ScalarEvolution &SE; |
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| 277 | TargetTransformInfo &TTI; |
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| 278 | AAResults &AA; |
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| 279 | DependenceInfo &DI; |
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| 280 | }; |
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| 281 | |||
| 282 | raw_ostream &operator<<(raw_ostream &OS, const IndexedReference &R); |
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| 283 | raw_ostream &operator<<(raw_ostream &OS, const CacheCost &CC); |
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| 284 | |||
| 285 | /// Printer pass for the \c CacheCost results. |
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| 286 | class LoopCachePrinterPass : public PassInfoMixin<LoopCachePrinterPass> { |
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| 287 | raw_ostream &OS; |
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| 288 | |||
| 289 | public: |
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| 290 | explicit LoopCachePrinterPass(raw_ostream &OS) : OS(OS) {} |
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| 291 | |||
| 292 | PreservedAnalyses run(Loop &L, LoopAnalysisManager &AM, |
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| 293 | LoopStandardAnalysisResults &AR, LPMUpdater &U); |
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| 294 | }; |
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| 295 | |||
| 296 | } // namespace llvm |
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| 297 | |||
| 298 | #endif // LLVM_ANALYSIS_LOOPCACHEANALYSIS_H |