aboutsummaryrefslogtreecommitdiff
path: root/include/llvm/Analysis/LoopCacheAnalysis.h
diff options
context:
space:
mode:
authorDimitry Andric <dim@FreeBSD.org>2019-10-23 17:51:42 +0000
committerDimitry Andric <dim@FreeBSD.org>2019-10-23 17:51:42 +0000
commit1d5ae1026e831016fc29fd927877c86af904481f (patch)
tree2cdfd12620fcfa5d9e4a0389f85368e8e36f63f9 /include/llvm/Analysis/LoopCacheAnalysis.h
parente6d1592492a3a379186bfb02bd0f4eda0669c0d5 (diff)
Notes
Diffstat (limited to 'include/llvm/Analysis/LoopCacheAnalysis.h')
-rw-r--r--include/llvm/Analysis/LoopCacheAnalysis.h281
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