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author | Dimitry Andric <dim@FreeBSD.org> | 2019-10-23 17:51:42 +0000 |
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committer | Dimitry Andric <dim@FreeBSD.org> | 2019-10-23 17:51:42 +0000 |
commit | 1d5ae1026e831016fc29fd927877c86af904481f (patch) | |
tree | 2cdfd12620fcfa5d9e4a0389f85368e8e36f63f9 /include/llvm/Analysis/LoopCacheAnalysis.h | |
parent | e6d1592492a3a379186bfb02bd0f4eda0669c0d5 (diff) |
Notes
Diffstat (limited to 'include/llvm/Analysis/LoopCacheAnalysis.h')
-rw-r--r-- | include/llvm/Analysis/LoopCacheAnalysis.h | 281 |
1 files changed, 281 insertions, 0 deletions
diff --git a/include/llvm/Analysis/LoopCacheAnalysis.h b/include/llvm/Analysis/LoopCacheAnalysis.h new file mode 100644 index 000000000000..ffec78b6db2c --- /dev/null +++ b/include/llvm/Analysis/LoopCacheAnalysis.h @@ -0,0 +1,281 @@ +//===- llvm/Analysis/LoopCacheAnalysis.h ------------------------*- C++ -*-===// +// +// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. +// See https://llvm.org/LICENSE.txt for license information. +// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception +// +//===----------------------------------------------------------------------===// +/// +/// \file +/// This file defines the interface for the loop cache analysis. +/// +//===----------------------------------------------------------------------===// + +#ifndef LLVM_ANALYSIS_LOOPCACHEANALYSIS_H +#define LLVM_ANALYSIS_LOOPCACHEANALYSIS_H + +#include "llvm/Analysis/AliasAnalysis.h" +#include "llvm/Analysis/DependenceAnalysis.h" +#include "llvm/Analysis/LoopAnalysisManager.h" +#include "llvm/Analysis/LoopInfo.h" +#include "llvm/Analysis/ScalarEvolution.h" +#include "llvm/Analysis/TargetTransformInfo.h" +#include "llvm/IR/Instructions.h" +#include "llvm/Pass.h" +#include "llvm/Support/raw_ostream.h" + +namespace llvm { + +class LPMUpdater; +using CacheCostTy = int64_t; +using LoopVectorTy = SmallVector<Loop *, 8>; + +/// Represents a memory reference as a base pointer and a set of indexing +/// operations. For example given the array reference A[i][2j+1][3k+2] in a +/// 3-dim loop nest: +/// for(i=0;i<n;++i) +/// for(j=0;j<m;++j) +/// for(k=0;k<o;++k) +/// ... A[i][2j+1][3k+2] ... +/// We expect: +/// BasePointer -> A +/// Subscripts -> [{0,+,1}<%for.i>][{1,+,2}<%for.j>][{2,+,3}<%for.k>] +/// Sizes -> [m][o][4] +class IndexedReference { + friend raw_ostream &operator<<(raw_ostream &OS, const IndexedReference &R); + +public: + /// Construct an indexed reference given a \p StoreOrLoadInst instruction. + IndexedReference(Instruction &StoreOrLoadInst, const LoopInfo &LI, + ScalarEvolution &SE); + + bool isValid() const { return IsValid; } + const SCEV *getBasePointer() const { return BasePointer; } + size_t getNumSubscripts() const { return Subscripts.size(); } + const SCEV *getSubscript(unsigned SubNum) const { + assert(SubNum < getNumSubscripts() && "Invalid subscript number"); + return Subscripts[SubNum]; + } + const SCEV *getFirstSubscript() const { + assert(!Subscripts.empty() && "Expecting non-empty container"); + return Subscripts.front(); + } + const SCEV *getLastSubscript() const { + assert(!Subscripts.empty() && "Expecting non-empty container"); + return Subscripts.back(); + } + + /// Return true/false if the current object and the indexed reference \p Other + /// are/aren't in the same cache line of size \p CLS. Two references are in + /// the same chace line iff the distance between them in the innermost + /// dimension is less than the cache line size. Return None if unsure. + Optional<bool> hasSpacialReuse(const IndexedReference &Other, unsigned CLS, + AliasAnalysis &AA) const; + + /// Return true if the current object and the indexed reference \p Other + /// have distance smaller than \p MaxDistance in the dimension associated with + /// the given loop \p L. Return false if the distance is not smaller than \p + /// MaxDistance and None if unsure. + Optional<bool> hasTemporalReuse(const IndexedReference &Other, + unsigned MaxDistance, const Loop &L, + DependenceInfo &DI, AliasAnalysis &AA) const; + + /// Compute the cost of the reference w.r.t. the given loop \p L when it is + /// considered in the innermost position in the loop nest. + /// The cost is defined as: + /// - equal to one if the reference is loop invariant, or + /// - equal to '(TripCount * stride) / cache_line_size' if: + /// + the reference stride is less than the cache line size, and + /// + the coefficient of this loop's index variable used in all other + /// subscripts is zero + /// - or otherwise equal to 'TripCount'. + CacheCostTy computeRefCost(const Loop &L, unsigned CLS) const; + +private: + /// Attempt to delinearize the indexed reference. + bool delinearize(const LoopInfo &LI); + + /// Return true if the index reference is invariant with respect to loop \p L. + bool isLoopInvariant(const Loop &L) const; + + /// Return true if the indexed reference is 'consecutive' in loop \p L. + /// An indexed reference is 'consecutive' if the only coefficient that uses + /// the loop induction variable is the rightmost one, and the access stride is + /// smaller than the cache line size \p CLS. + bool isConsecutive(const Loop &L, unsigned CLS) const; + + /// Return the coefficient used in the rightmost dimension. + const SCEV *getLastCoefficient() const; + + /// Return true if the coefficient corresponding to induction variable of + /// loop \p L in the given \p Subscript is zero or is loop invariant in \p L. + bool isCoeffForLoopZeroOrInvariant(const SCEV &Subscript, + const Loop &L) const; + + /// Verify that the given \p Subscript is 'well formed' (must be a simple add + /// recurrence). + bool isSimpleAddRecurrence(const SCEV &Subscript, const Loop &L) const; + + /// Return true if the given reference \p Other is definetely aliased with + /// the indexed reference represented by this class. + bool isAliased(const IndexedReference &Other, AliasAnalysis &AA) const; + +private: + /// True if the reference can be delinearized, false otherwise. + bool IsValid = false; + + /// Represent the memory reference instruction. + Instruction &StoreOrLoadInst; + + /// The base pointer of the memory reference. + const SCEV *BasePointer = nullptr; + + /// The subscript (indexes) of the memory reference. + SmallVector<const SCEV *, 3> Subscripts; + + /// The dimensions of the memory reference. + SmallVector<const SCEV *, 3> Sizes; + + ScalarEvolution &SE; +}; + +/// A reference group represents a set of memory references that exhibit +/// temporal or spacial reuse. Two references belong to the same +/// reference group with respect to a inner loop L iff: +/// 1. they have a loop independent dependency, or +/// 2. they have a loop carried dependence with a small dependence distance +/// (e.g. less than 2) carried by the inner loop, or +/// 3. they refer to the same array, and the subscript in their innermost +/// dimension is less than or equal to 'd' (where 'd' is less than the cache +/// line size) +/// +/// Intuitively a reference group represents memory references that access +/// the same cache line. Conditions 1,2 above account for temporal reuse, while +/// contition 3 accounts for spacial reuse. +using ReferenceGroupTy = SmallVector<std::unique_ptr<IndexedReference>, 8>; +using ReferenceGroupsTy = SmallVector<ReferenceGroupTy, 8>; + +/// \c CacheCost represents the estimated cost of a inner loop as the number of +/// cache lines used by the memory references it contains. +/// The 'cache cost' of a loop 'L' in a loop nest 'LN' is computed as the sum of +/// the cache costs of all of its reference groups when the loop is considered +/// to be in the innermost position in the nest. +/// A reference group represents memory references that fall into the same cache +/// line. Each reference group is analysed with respect to the innermost loop in +/// a loop nest. The cost of a reference is defined as follow: +/// - one if it is loop invariant w.r.t the innermost loop, +/// - equal to the loop trip count divided by the cache line times the +/// reference stride if the reference stride is less than the cache line +/// size (CLS), and the coefficient of this loop's index variable used in all +/// other subscripts is zero (e.g. RefCost = TripCount/(CLS/RefStride)) +/// - equal to the innermost loop trip count if the reference stride is greater +/// or equal to the cache line size CLS. +class CacheCost { + friend raw_ostream &operator<<(raw_ostream &OS, const CacheCost &CC); + using LoopTripCountTy = std::pair<const Loop *, unsigned>; + using LoopCacheCostTy = std::pair<const Loop *, CacheCostTy>; + +public: + static CacheCostTy constexpr InvalidCost = -1; + + /// Construct a CacheCost object for the loop nest described by \p Loops. + /// The optional parameter \p TRT can be used to specify the max. distance + /// between array elements accessed in a loop so that the elements are + /// classified to have temporal reuse. + CacheCost(const LoopVectorTy &Loops, const LoopInfo &LI, ScalarEvolution &SE, + TargetTransformInfo &TTI, AliasAnalysis &AA, DependenceInfo &DI, + Optional<unsigned> TRT = None); + + /// Create a CacheCost for the loop nest rooted by \p Root. + /// The optional parameter \p TRT can be used to specify the max. distance + /// between array elements accessed in a loop so that the elements are + /// classified to have temporal reuse. + static std::unique_ptr<CacheCost> + getCacheCost(Loop &Root, LoopStandardAnalysisResults &AR, DependenceInfo &DI, + Optional<unsigned> TRT = None); + + /// Return the estimated cost of loop \p L if the given loop is part of the + /// loop nest associated with this object. Return -1 otherwise. + CacheCostTy getLoopCost(const Loop &L) const { + auto IT = std::find_if( + LoopCosts.begin(), LoopCosts.end(), + [&L](const LoopCacheCostTy &LCC) { return LCC.first == &L; }); + return (IT != LoopCosts.end()) ? (*IT).second : -1; + } + + /// Return the estimated ordered loop costs. + const ArrayRef<LoopCacheCostTy> getLoopCosts() const { return LoopCosts; } + +private: + /// Calculate the cache footprint of each loop in the nest (when it is + /// considered to be in the innermost position). + void calculateCacheFootprint(); + + /// Partition store/load instructions in the loop nest into reference groups. + /// Two or more memory accesses belong in the same reference group if they + /// share the same cache line. + bool populateReferenceGroups(ReferenceGroupsTy &RefGroups) const; + + /// Calculate the cost of the given loop \p L assuming it is the innermost + /// loop in nest. + CacheCostTy computeLoopCacheCost(const Loop &L, + const ReferenceGroupsTy &RefGroups) const; + + /// Compute the cost of a representative reference in reference group \p RG + /// when the given loop \p L is considered as the innermost loop in the nest. + /// The computed cost is an estimate for the number of cache lines used by the + /// reference group. The representative reference cost is defined as: + /// - equal to one if the reference is loop invariant, or + /// - equal to '(TripCount * stride) / cache_line_size' if (a) loop \p L's + /// induction variable is used only in the reference subscript associated + /// with loop \p L, and (b) the reference stride is less than the cache + /// line size, or + /// - TripCount otherwise + CacheCostTy computeRefGroupCacheCost(const ReferenceGroupTy &RG, + const Loop &L) const; + + /// Sort the LoopCosts vector by decreasing cache cost. + void sortLoopCosts() { + sort(LoopCosts, [](const LoopCacheCostTy &A, const LoopCacheCostTy &B) { + return A.second > B.second; + }); + } + +private: + /// Loops in the loop nest associated with this object. + LoopVectorTy Loops; + + /// Trip counts for the loops in the loop nest associated with this object. + SmallVector<LoopTripCountTy, 3> TripCounts; + + /// Cache costs for the loops in the loop nest associated with this object. + SmallVector<LoopCacheCostTy, 3> LoopCosts; + + /// The max. distance between array elements accessed in a loop so that the + /// elements are classified to have temporal reuse. + Optional<unsigned> TRT; + + const LoopInfo &LI; + ScalarEvolution &SE; + TargetTransformInfo &TTI; + AliasAnalysis &AA; + DependenceInfo &DI; +}; + +raw_ostream &operator<<(raw_ostream &OS, const IndexedReference &R); +raw_ostream &operator<<(raw_ostream &OS, const CacheCost &CC); + +/// Printer pass for the \c CacheCost results. +class LoopCachePrinterPass : public PassInfoMixin<LoopCachePrinterPass> { + raw_ostream &OS; + +public: + explicit LoopCachePrinterPass(raw_ostream &OS) : OS(OS) {} + + PreservedAnalyses run(Loop &L, LoopAnalysisManager &AM, + LoopStandardAnalysisResults &AR, LPMUpdater &U); +}; + +} // namespace llvm + +#endif // LLVM_ANALYSIS_LOOPCACHEANALYSIS_H |