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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 |