clang 20.0.0 (based on r547379) from build 12806354. Bug: http://b/379133546 Test: N/A Change-Id: I2eb8938af55d809de674be63cb30cf27e801862b Upstream-Commit: ad834e67b1105d15ef907f6255d4c96e8e733f57
902 lines
36 KiB
C++
902 lines
36 KiB
C++
//===- llvm/Analysis/LoopAccessAnalysis.h -----------------------*- C++ -*-===//
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//
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// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
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// See https://llvm.org/LICENSE.txt for license information.
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// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
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//
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//===----------------------------------------------------------------------===//
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//
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// This file defines the interface for the loop memory dependence framework that
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// was originally developed for the Loop Vectorizer.
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//
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//===----------------------------------------------------------------------===//
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#ifndef LLVM_ANALYSIS_LOOPACCESSANALYSIS_H
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#define LLVM_ANALYSIS_LOOPACCESSANALYSIS_H
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#include "llvm/ADT/EquivalenceClasses.h"
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#include "llvm/Analysis/ScalarEvolution.h"
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#include "llvm/IR/DiagnosticInfo.h"
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#include <optional>
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#include <variant>
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namespace llvm {
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class AAResults;
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class DataLayout;
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class Loop;
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class raw_ostream;
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class TargetTransformInfo;
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/// Collection of parameters shared beetween the Loop Vectorizer and the
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/// Loop Access Analysis.
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struct VectorizerParams {
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/// Maximum SIMD width.
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static const unsigned MaxVectorWidth;
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/// VF as overridden by the user.
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static unsigned VectorizationFactor;
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/// Interleave factor as overridden by the user.
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static unsigned VectorizationInterleave;
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/// True if force-vector-interleave was specified by the user.
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static bool isInterleaveForced();
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/// \When performing memory disambiguation checks at runtime do not
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/// make more than this number of comparisons.
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static unsigned RuntimeMemoryCheckThreshold;
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// When creating runtime checks for nested loops, where possible try to
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// write the checks in a form that allows them to be easily hoisted out of
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// the outermost loop. For example, we can do this by expanding the range of
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// addresses considered to include the entire nested loop so that they are
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// loop invariant.
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static bool HoistRuntimeChecks;
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};
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/// Checks memory dependences among accesses to the same underlying
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/// object to determine whether there vectorization is legal or not (and at
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/// which vectorization factor).
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///
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/// Note: This class will compute a conservative dependence for access to
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/// different underlying pointers. Clients, such as the loop vectorizer, will
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/// sometimes deal these potential dependencies by emitting runtime checks.
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///
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/// We use the ScalarEvolution framework to symbolically evalutate access
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/// functions pairs. Since we currently don't restructure the loop we can rely
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/// on the program order of memory accesses to determine their safety.
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/// At the moment we will only deem accesses as safe for:
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/// * A negative constant distance assuming program order.
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///
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/// Safe: tmp = a[i + 1]; OR a[i + 1] = x;
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/// a[i] = tmp; y = a[i];
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///
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/// The latter case is safe because later checks guarantuee that there can't
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/// be a cycle through a phi node (that is, we check that "x" and "y" is not
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/// the same variable: a header phi can only be an induction or a reduction, a
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/// reduction can't have a memory sink, an induction can't have a memory
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/// source). This is important and must not be violated (or we have to
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/// resort to checking for cycles through memory).
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///
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/// * A positive constant distance assuming program order that is bigger
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/// than the biggest memory access.
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///
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/// tmp = a[i] OR b[i] = x
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/// a[i+2] = tmp y = b[i+2];
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///
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/// Safe distance: 2 x sizeof(a[0]), and 2 x sizeof(b[0]), respectively.
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///
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/// * Zero distances and all accesses have the same size.
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///
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class MemoryDepChecker {
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public:
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typedef PointerIntPair<Value *, 1, bool> MemAccessInfo;
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typedef SmallVector<MemAccessInfo, 8> MemAccessInfoList;
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/// Set of potential dependent memory accesses.
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typedef EquivalenceClasses<MemAccessInfo> DepCandidates;
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/// Type to keep track of the status of the dependence check. The order of
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/// the elements is important and has to be from most permissive to least
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/// permissive.
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enum class VectorizationSafetyStatus {
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// Can vectorize safely without RT checks. All dependences are known to be
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// safe.
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Safe,
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// Can possibly vectorize with RT checks to overcome unknown dependencies.
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PossiblySafeWithRtChecks,
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// Cannot vectorize due to known unsafe dependencies.
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Unsafe,
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};
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/// Dependece between memory access instructions.
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struct Dependence {
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/// The type of the dependence.
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enum DepType {
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// No dependence.
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NoDep,
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// We couldn't determine the direction or the distance.
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Unknown,
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// At least one of the memory access instructions may access a loop
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// varying object, e.g. the address of underlying object is loaded inside
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// the loop, like A[B[i]]. We cannot determine direction or distance in
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// those cases, and also are unable to generate any runtime checks.
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IndirectUnsafe,
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// Lexically forward.
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//
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// FIXME: If we only have loop-independent forward dependences (e.g. a
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// read and write of A[i]), LAA will locally deem the dependence "safe"
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// without querying the MemoryDepChecker. Therefore we can miss
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// enumerating loop-independent forward dependences in
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// getDependences. Note that as soon as there are different
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// indices used to access the same array, the MemoryDepChecker *is*
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// queried and the dependence list is complete.
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Forward,
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// Forward, but if vectorized, is likely to prevent store-to-load
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// forwarding.
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ForwardButPreventsForwarding,
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// Lexically backward.
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Backward,
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// Backward, but the distance allows a vectorization factor of dependent
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// on MinDepDistBytes.
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BackwardVectorizable,
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// Same, but may prevent store-to-load forwarding.
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BackwardVectorizableButPreventsForwarding
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};
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/// String version of the types.
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static const char *DepName[];
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/// Index of the source of the dependence in the InstMap vector.
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unsigned Source;
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/// Index of the destination of the dependence in the InstMap vector.
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unsigned Destination;
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/// The type of the dependence.
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DepType Type;
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Dependence(unsigned Source, unsigned Destination, DepType Type)
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: Source(Source), Destination(Destination), Type(Type) {}
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/// Return the source instruction of the dependence.
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Instruction *getSource(const MemoryDepChecker &DepChecker) const;
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/// Return the destination instruction of the dependence.
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Instruction *getDestination(const MemoryDepChecker &DepChecker) const;
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/// Dependence types that don't prevent vectorization.
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static VectorizationSafetyStatus isSafeForVectorization(DepType Type);
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/// Lexically forward dependence.
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bool isForward() const;
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/// Lexically backward dependence.
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bool isBackward() const;
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/// May be a lexically backward dependence type (includes Unknown).
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bool isPossiblyBackward() const;
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/// Print the dependence. \p Instr is used to map the instruction
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/// indices to instructions.
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void print(raw_ostream &OS, unsigned Depth,
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const SmallVectorImpl<Instruction *> &Instrs) const;
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};
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MemoryDepChecker(PredicatedScalarEvolution &PSE, const Loop *L,
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const DenseMap<Value *, const SCEV *> &SymbolicStrides,
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unsigned MaxTargetVectorWidthInBits)
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: PSE(PSE), InnermostLoop(L), SymbolicStrides(SymbolicStrides),
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MaxTargetVectorWidthInBits(MaxTargetVectorWidthInBits) {}
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/// Register the location (instructions are given increasing numbers)
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/// of a write access.
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void addAccess(StoreInst *SI);
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/// Register the location (instructions are given increasing numbers)
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/// of a write access.
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void addAccess(LoadInst *LI);
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/// Check whether the dependencies between the accesses are safe.
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///
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/// Only checks sets with elements in \p CheckDeps.
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bool areDepsSafe(const DepCandidates &AccessSets,
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const MemAccessInfoList &CheckDeps);
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/// No memory dependence was encountered that would inhibit
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/// vectorization.
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bool isSafeForVectorization() const {
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return Status == VectorizationSafetyStatus::Safe;
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}
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/// Return true if the number of elements that are safe to operate on
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/// simultaneously is not bounded.
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bool isSafeForAnyVectorWidth() const {
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return MaxSafeVectorWidthInBits == UINT_MAX;
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}
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/// Return the number of elements that are safe to operate on
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/// simultaneously, multiplied by the size of the element in bits.
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uint64_t getMaxSafeVectorWidthInBits() const {
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return MaxSafeVectorWidthInBits;
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}
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/// In same cases when the dependency check fails we can still
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/// vectorize the loop with a dynamic array access check.
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bool shouldRetryWithRuntimeCheck() const {
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return FoundNonConstantDistanceDependence &&
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Status == VectorizationSafetyStatus::PossiblySafeWithRtChecks;
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}
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/// Returns the memory dependences. If null is returned we exceeded
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/// the MaxDependences threshold and this information is not
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/// available.
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const SmallVectorImpl<Dependence> *getDependences() const {
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return RecordDependences ? &Dependences : nullptr;
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}
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void clearDependences() { Dependences.clear(); }
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/// The vector of memory access instructions. The indices are used as
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/// instruction identifiers in the Dependence class.
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const SmallVectorImpl<Instruction *> &getMemoryInstructions() const {
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return InstMap;
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}
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/// Generate a mapping between the memory instructions and their
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/// indices according to program order.
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DenseMap<Instruction *, unsigned> generateInstructionOrderMap() const {
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DenseMap<Instruction *, unsigned> OrderMap;
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for (unsigned I = 0; I < InstMap.size(); ++I)
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OrderMap[InstMap[I]] = I;
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return OrderMap;
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}
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/// Find the set of instructions that read or write via \p Ptr.
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SmallVector<Instruction *, 4> getInstructionsForAccess(Value *Ptr,
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bool isWrite) const;
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/// Return the program order indices for the access location (Ptr, IsWrite).
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/// Returns an empty ArrayRef if there are no accesses for the location.
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ArrayRef<unsigned> getOrderForAccess(Value *Ptr, bool IsWrite) const {
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auto I = Accesses.find({Ptr, IsWrite});
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if (I != Accesses.end())
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return I->second;
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return {};
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}
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const Loop *getInnermostLoop() const { return InnermostLoop; }
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DenseMap<std::pair<const SCEV *, Type *>,
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std::pair<const SCEV *, const SCEV *>> &
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getPointerBounds() {
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return PointerBounds;
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}
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private:
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/// A wrapper around ScalarEvolution, used to add runtime SCEV checks, and
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/// applies dynamic knowledge to simplify SCEV expressions and convert them
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/// to a more usable form. We need this in case assumptions about SCEV
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/// expressions need to be made in order to avoid unknown dependences. For
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/// example we might assume a unit stride for a pointer in order to prove
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/// that a memory access is strided and doesn't wrap.
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PredicatedScalarEvolution &PSE;
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const Loop *InnermostLoop;
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/// Reference to map of pointer values to
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/// their stride symbols, if they have a symbolic stride.
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const DenseMap<Value *, const SCEV *> &SymbolicStrides;
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/// Maps access locations (ptr, read/write) to program order.
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DenseMap<MemAccessInfo, std::vector<unsigned> > Accesses;
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/// Memory access instructions in program order.
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SmallVector<Instruction *, 16> InstMap;
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/// The program order index to be used for the next instruction.
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unsigned AccessIdx = 0;
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/// The smallest dependence distance in bytes in the loop. This may not be
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/// the same as the maximum number of bytes that are safe to operate on
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/// simultaneously.
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uint64_t MinDepDistBytes = 0;
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/// Number of elements (from consecutive iterations) that are safe to
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/// operate on simultaneously, multiplied by the size of the element in bits.
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/// The size of the element is taken from the memory access that is most
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/// restrictive.
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uint64_t MaxSafeVectorWidthInBits = -1U;
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/// If we see a non-constant dependence distance we can still try to
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/// vectorize this loop with runtime checks.
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bool FoundNonConstantDistanceDependence = false;
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/// Result of the dependence checks, indicating whether the checked
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/// dependences are safe for vectorization, require RT checks or are known to
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/// be unsafe.
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VectorizationSafetyStatus Status = VectorizationSafetyStatus::Safe;
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//// True if Dependences reflects the dependences in the
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//// loop. If false we exceeded MaxDependences and
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//// Dependences is invalid.
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bool RecordDependences = true;
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/// Memory dependences collected during the analysis. Only valid if
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/// RecordDependences is true.
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SmallVector<Dependence, 8> Dependences;
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/// The maximum width of a target's vector registers multiplied by 2 to also
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/// roughly account for additional interleaving. Is used to decide if a
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/// backwards dependence with non-constant stride should be classified as
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/// backwards-vectorizable or unknown (triggering a runtime check).
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unsigned MaxTargetVectorWidthInBits = 0;
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/// Mapping of SCEV expressions to their expanded pointer bounds (pair of
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/// start and end pointer expressions).
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DenseMap<std::pair<const SCEV *, Type *>,
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std::pair<const SCEV *, const SCEV *>>
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PointerBounds;
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/// Cache for the loop guards of InnermostLoop.
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std::optional<ScalarEvolution::LoopGuards> LoopGuards;
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/// Check whether there is a plausible dependence between the two
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/// accesses.
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///
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/// Access \p A must happen before \p B in program order. The two indices
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/// identify the index into the program order map.
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///
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/// This function checks whether there is a plausible dependence (or the
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/// absence of such can't be proved) between the two accesses. If there is a
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/// plausible dependence but the dependence distance is bigger than one
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/// element access it records this distance in \p MinDepDistBytes (if this
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/// distance is smaller than any other distance encountered so far).
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/// Otherwise, this function returns true signaling a possible dependence.
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Dependence::DepType isDependent(const MemAccessInfo &A, unsigned AIdx,
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const MemAccessInfo &B, unsigned BIdx);
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/// Check whether the data dependence could prevent store-load
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/// forwarding.
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///
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/// \return false if we shouldn't vectorize at all or avoid larger
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/// vectorization factors by limiting MinDepDistBytes.
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bool couldPreventStoreLoadForward(uint64_t Distance, uint64_t TypeByteSize);
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/// Updates the current safety status with \p S. We can go from Safe to
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/// either PossiblySafeWithRtChecks or Unsafe and from
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/// PossiblySafeWithRtChecks to Unsafe.
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void mergeInStatus(VectorizationSafetyStatus S);
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struct DepDistanceStrideAndSizeInfo {
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const SCEV *Dist;
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uint64_t StrideA;
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uint64_t StrideB;
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uint64_t TypeByteSize;
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bool AIsWrite;
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bool BIsWrite;
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DepDistanceStrideAndSizeInfo(const SCEV *Dist, uint64_t StrideA,
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uint64_t StrideB, uint64_t TypeByteSize,
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bool AIsWrite, bool BIsWrite)
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: Dist(Dist), StrideA(StrideA), StrideB(StrideB),
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TypeByteSize(TypeByteSize), AIsWrite(AIsWrite), BIsWrite(BIsWrite) {}
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};
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/// Get the dependence distance, strides, type size and whether it is a write
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/// for the dependence between A and B. Returns a DepType, if we can prove
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/// there's no dependence or the analysis fails. Outlined to lambda to limit
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/// he scope of various temporary variables, like A/BPtr, StrideA/BPtr and
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/// others. Returns either the dependence result, if it could already be
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/// determined, or a struct containing (Distance, Stride, TypeSize, AIsWrite,
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/// BIsWrite).
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std::variant<Dependence::DepType, DepDistanceStrideAndSizeInfo>
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getDependenceDistanceStrideAndSize(const MemAccessInfo &A, Instruction *AInst,
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const MemAccessInfo &B,
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Instruction *BInst);
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};
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class RuntimePointerChecking;
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/// A grouping of pointers. A single memcheck is required between
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/// two groups.
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struct RuntimeCheckingPtrGroup {
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/// Create a new pointer checking group containing a single
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/// pointer, with index \p Index in RtCheck.
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RuntimeCheckingPtrGroup(unsigned Index,
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const RuntimePointerChecking &RtCheck);
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/// Tries to add the pointer recorded in RtCheck at index
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/// \p Index to this pointer checking group. We can only add a pointer
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/// to a checking group if we will still be able to get
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/// the upper and lower bounds of the check. Returns true in case
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/// of success, false otherwise.
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bool addPointer(unsigned Index, const RuntimePointerChecking &RtCheck);
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bool addPointer(unsigned Index, const SCEV *Start, const SCEV *End,
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unsigned AS, bool NeedsFreeze, ScalarEvolution &SE);
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/// The SCEV expression which represents the upper bound of all the
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/// pointers in this group.
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const SCEV *High;
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/// The SCEV expression which represents the lower bound of all the
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/// pointers in this group.
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const SCEV *Low;
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/// Indices of all the pointers that constitute this grouping.
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SmallVector<unsigned, 2> Members;
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/// Address space of the involved pointers.
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unsigned AddressSpace;
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/// Whether the pointer needs to be frozen after expansion, e.g. because it
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/// may be poison outside the loop.
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bool NeedsFreeze = false;
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};
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/// A memcheck which made up of a pair of grouped pointers.
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typedef std::pair<const RuntimeCheckingPtrGroup *,
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const RuntimeCheckingPtrGroup *>
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RuntimePointerCheck;
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struct PointerDiffInfo {
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const SCEV *SrcStart;
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const SCEV *SinkStart;
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unsigned AccessSize;
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bool NeedsFreeze;
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PointerDiffInfo(const SCEV *SrcStart, const SCEV *SinkStart,
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unsigned AccessSize, bool NeedsFreeze)
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: SrcStart(SrcStart), SinkStart(SinkStart), AccessSize(AccessSize),
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NeedsFreeze(NeedsFreeze) {}
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};
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/// Holds information about the memory runtime legality checks to verify
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/// that a group of pointers do not overlap.
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class RuntimePointerChecking {
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friend struct RuntimeCheckingPtrGroup;
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public:
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struct PointerInfo {
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/// Holds the pointer value that we need to check.
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TrackingVH<Value> PointerValue;
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/// Holds the smallest byte address accessed by the pointer throughout all
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/// iterations of the loop.
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const SCEV *Start;
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/// Holds the largest byte address accessed by the pointer throughout all
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/// iterations of the loop, plus 1.
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const SCEV *End;
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/// Holds the information if this pointer is used for writing to memory.
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bool IsWritePtr;
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/// Holds the id of the set of pointers that could be dependent because of a
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/// shared underlying object.
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unsigned DependencySetId;
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/// Holds the id of the disjoint alias set to which this pointer belongs.
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unsigned AliasSetId;
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/// SCEV for the access.
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const SCEV *Expr;
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/// True if the pointer expressions needs to be frozen after expansion.
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bool NeedsFreeze;
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PointerInfo(Value *PointerValue, const SCEV *Start, const SCEV *End,
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bool IsWritePtr, unsigned DependencySetId, unsigned AliasSetId,
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const SCEV *Expr, bool NeedsFreeze)
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: PointerValue(PointerValue), Start(Start), End(End),
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IsWritePtr(IsWritePtr), DependencySetId(DependencySetId),
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AliasSetId(AliasSetId), Expr(Expr), NeedsFreeze(NeedsFreeze) {}
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};
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RuntimePointerChecking(MemoryDepChecker &DC, ScalarEvolution *SE)
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: DC(DC), SE(SE) {}
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/// Reset the state of the pointer runtime information.
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void reset() {
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Need = false;
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Pointers.clear();
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Checks.clear();
|
|
DiffChecks.clear();
|
|
}
|
|
|
|
/// Insert a pointer and calculate the start and end SCEVs.
|
|
/// We need \p PSE in order to compute the SCEV expression of the pointer
|
|
/// according to the assumptions that we've made during the analysis.
|
|
/// The method might also version the pointer stride according to \p Strides,
|
|
/// and add new predicates to \p PSE.
|
|
void insert(Loop *Lp, Value *Ptr, const SCEV *PtrExpr, Type *AccessTy,
|
|
bool WritePtr, unsigned DepSetId, unsigned ASId,
|
|
PredicatedScalarEvolution &PSE, bool NeedsFreeze);
|
|
|
|
/// No run-time memory checking is necessary.
|
|
bool empty() const { return Pointers.empty(); }
|
|
|
|
/// Generate the checks and store it. This also performs the grouping
|
|
/// of pointers to reduce the number of memchecks necessary.
|
|
void generateChecks(MemoryDepChecker::DepCandidates &DepCands,
|
|
bool UseDependencies);
|
|
|
|
/// Returns the checks that generateChecks created. They can be used to ensure
|
|
/// no read/write accesses overlap across all loop iterations.
|
|
const SmallVectorImpl<RuntimePointerCheck> &getChecks() const {
|
|
return Checks;
|
|
}
|
|
|
|
// Returns an optional list of (pointer-difference expressions, access size)
|
|
// pairs that can be used to prove that there are no vectorization-preventing
|
|
// dependencies at runtime. There are is a vectorization-preventing dependency
|
|
// if any pointer-difference is <u VF * InterleaveCount * access size. Returns
|
|
// std::nullopt if pointer-difference checks cannot be used.
|
|
std::optional<ArrayRef<PointerDiffInfo>> getDiffChecks() const {
|
|
if (!CanUseDiffCheck)
|
|
return std::nullopt;
|
|
return {DiffChecks};
|
|
}
|
|
|
|
/// Decide if we need to add a check between two groups of pointers,
|
|
/// according to needsChecking.
|
|
bool needsChecking(const RuntimeCheckingPtrGroup &M,
|
|
const RuntimeCheckingPtrGroup &N) const;
|
|
|
|
/// Returns the number of run-time checks required according to
|
|
/// needsChecking.
|
|
unsigned getNumberOfChecks() const { return Checks.size(); }
|
|
|
|
/// Print the list run-time memory checks necessary.
|
|
void print(raw_ostream &OS, unsigned Depth = 0) const;
|
|
|
|
/// Print \p Checks.
|
|
void printChecks(raw_ostream &OS,
|
|
const SmallVectorImpl<RuntimePointerCheck> &Checks,
|
|
unsigned Depth = 0) const;
|
|
|
|
/// This flag indicates if we need to add the runtime check.
|
|
bool Need = false;
|
|
|
|
/// Information about the pointers that may require checking.
|
|
SmallVector<PointerInfo, 2> Pointers;
|
|
|
|
/// Holds a partitioning of pointers into "check groups".
|
|
SmallVector<RuntimeCheckingPtrGroup, 2> CheckingGroups;
|
|
|
|
/// Check if pointers are in the same partition
|
|
///
|
|
/// \p PtrToPartition contains the partition number for pointers (-1 if the
|
|
/// pointer belongs to multiple partitions).
|
|
static bool
|
|
arePointersInSamePartition(const SmallVectorImpl<int> &PtrToPartition,
|
|
unsigned PtrIdx1, unsigned PtrIdx2);
|
|
|
|
/// Decide whether we need to issue a run-time check for pointer at
|
|
/// index \p I and \p J to prove their independence.
|
|
bool needsChecking(unsigned I, unsigned J) const;
|
|
|
|
/// Return PointerInfo for pointer at index \p PtrIdx.
|
|
const PointerInfo &getPointerInfo(unsigned PtrIdx) const {
|
|
return Pointers[PtrIdx];
|
|
}
|
|
|
|
ScalarEvolution *getSE() const { return SE; }
|
|
|
|
private:
|
|
/// Groups pointers such that a single memcheck is required
|
|
/// between two different groups. This will clear the CheckingGroups vector
|
|
/// and re-compute it. We will only group dependecies if \p UseDependencies
|
|
/// is true, otherwise we will create a separate group for each pointer.
|
|
void groupChecks(MemoryDepChecker::DepCandidates &DepCands,
|
|
bool UseDependencies);
|
|
|
|
/// Generate the checks and return them.
|
|
SmallVector<RuntimePointerCheck, 4> generateChecks();
|
|
|
|
/// Try to create add a new (pointer-difference, access size) pair to
|
|
/// DiffCheck for checking groups \p CGI and \p CGJ. If pointer-difference
|
|
/// checks cannot be used for the groups, set CanUseDiffCheck to false.
|
|
bool tryToCreateDiffCheck(const RuntimeCheckingPtrGroup &CGI,
|
|
const RuntimeCheckingPtrGroup &CGJ);
|
|
|
|
MemoryDepChecker &DC;
|
|
|
|
/// Holds a pointer to the ScalarEvolution analysis.
|
|
ScalarEvolution *SE;
|
|
|
|
/// Set of run-time checks required to establish independence of
|
|
/// otherwise may-aliasing pointers in the loop.
|
|
SmallVector<RuntimePointerCheck, 4> Checks;
|
|
|
|
/// Flag indicating if pointer-difference checks can be used
|
|
bool CanUseDiffCheck = true;
|
|
|
|
/// A list of (pointer-difference, access size) pairs that can be used to
|
|
/// prove that there are no vectorization-preventing dependencies.
|
|
SmallVector<PointerDiffInfo> DiffChecks;
|
|
};
|
|
|
|
/// Drive the analysis of memory accesses in the loop
|
|
///
|
|
/// This class is responsible for analyzing the memory accesses of a loop. It
|
|
/// collects the accesses and then its main helper the AccessAnalysis class
|
|
/// finds and categorizes the dependences in buildDependenceSets.
|
|
///
|
|
/// For memory dependences that can be analyzed at compile time, it determines
|
|
/// whether the dependence is part of cycle inhibiting vectorization. This work
|
|
/// is delegated to the MemoryDepChecker class.
|
|
///
|
|
/// For memory dependences that cannot be determined at compile time, it
|
|
/// generates run-time checks to prove independence. This is done by
|
|
/// AccessAnalysis::canCheckPtrAtRT and the checks are maintained by the
|
|
/// RuntimePointerCheck class.
|
|
///
|
|
/// If pointers can wrap or can't be expressed as affine AddRec expressions by
|
|
/// ScalarEvolution, we will generate run-time checks by emitting a
|
|
/// SCEVUnionPredicate.
|
|
///
|
|
/// Checks for both memory dependences and the SCEV predicates contained in the
|
|
/// PSE must be emitted in order for the results of this analysis to be valid.
|
|
class LoopAccessInfo {
|
|
public:
|
|
LoopAccessInfo(Loop *L, ScalarEvolution *SE, const TargetTransformInfo *TTI,
|
|
const TargetLibraryInfo *TLI, AAResults *AA, DominatorTree *DT,
|
|
LoopInfo *LI);
|
|
|
|
/// Return true we can analyze the memory accesses in the loop and there are
|
|
/// no memory dependence cycles. Note that for dependences between loads &
|
|
/// stores with uniform addresses,
|
|
/// hasStoreStoreDependenceInvolvingLoopInvariantAddress and
|
|
/// hasLoadStoreDependenceInvolvingLoopInvariantAddress also need to be
|
|
/// checked.
|
|
bool canVectorizeMemory() const { return CanVecMem; }
|
|
|
|
/// Return true if there is a convergent operation in the loop. There may
|
|
/// still be reported runtime pointer checks that would be required, but it is
|
|
/// not legal to insert them.
|
|
bool hasConvergentOp() const { return HasConvergentOp; }
|
|
|
|
const RuntimePointerChecking *getRuntimePointerChecking() const {
|
|
return PtrRtChecking.get();
|
|
}
|
|
|
|
/// Number of memchecks required to prove independence of otherwise
|
|
/// may-alias pointers.
|
|
unsigned getNumRuntimePointerChecks() const {
|
|
return PtrRtChecking->getNumberOfChecks();
|
|
}
|
|
|
|
/// Return true if the block BB needs to be predicated in order for the loop
|
|
/// to be vectorized.
|
|
static bool blockNeedsPredication(BasicBlock *BB, Loop *TheLoop,
|
|
DominatorTree *DT);
|
|
|
|
/// Returns true if value \p V is loop invariant.
|
|
bool isInvariant(Value *V) const;
|
|
|
|
unsigned getNumStores() const { return NumStores; }
|
|
unsigned getNumLoads() const { return NumLoads;}
|
|
|
|
/// The diagnostics report generated for the analysis. E.g. why we
|
|
/// couldn't analyze the loop.
|
|
const OptimizationRemarkAnalysis *getReport() const { return Report.get(); }
|
|
|
|
/// the Memory Dependence Checker which can determine the
|
|
/// loop-independent and loop-carried dependences between memory accesses.
|
|
const MemoryDepChecker &getDepChecker() const { return *DepChecker; }
|
|
|
|
/// Return the list of instructions that use \p Ptr to read or write
|
|
/// memory.
|
|
SmallVector<Instruction *, 4> getInstructionsForAccess(Value *Ptr,
|
|
bool isWrite) const {
|
|
return DepChecker->getInstructionsForAccess(Ptr, isWrite);
|
|
}
|
|
|
|
/// If an access has a symbolic strides, this maps the pointer value to
|
|
/// the stride symbol.
|
|
const DenseMap<Value *, const SCEV *> &getSymbolicStrides() const {
|
|
return SymbolicStrides;
|
|
}
|
|
|
|
/// Print the information about the memory accesses in the loop.
|
|
void print(raw_ostream &OS, unsigned Depth = 0) const;
|
|
|
|
/// Return true if the loop has memory dependence involving two stores to an
|
|
/// invariant address, else return false.
|
|
bool hasStoreStoreDependenceInvolvingLoopInvariantAddress() const {
|
|
return HasStoreStoreDependenceInvolvingLoopInvariantAddress;
|
|
}
|
|
|
|
/// Return true if the loop has memory dependence involving a load and a store
|
|
/// to an invariant address, else return false.
|
|
bool hasLoadStoreDependenceInvolvingLoopInvariantAddress() const {
|
|
return HasLoadStoreDependenceInvolvingLoopInvariantAddress;
|
|
}
|
|
|
|
/// Return the list of stores to invariant addresses.
|
|
ArrayRef<StoreInst *> getStoresToInvariantAddresses() const {
|
|
return StoresToInvariantAddresses;
|
|
}
|
|
|
|
/// Used to add runtime SCEV checks. Simplifies SCEV expressions and converts
|
|
/// them to a more usable form. All SCEV expressions during the analysis
|
|
/// should be re-written (and therefore simplified) according to PSE.
|
|
/// A user of LoopAccessAnalysis will need to emit the runtime checks
|
|
/// associated with this predicate.
|
|
const PredicatedScalarEvolution &getPSE() const { return *PSE; }
|
|
|
|
private:
|
|
/// Analyze the loop. Returns true if all memory access in the loop can be
|
|
/// vectorized.
|
|
bool analyzeLoop(AAResults *AA, const LoopInfo *LI,
|
|
const TargetLibraryInfo *TLI, DominatorTree *DT);
|
|
|
|
/// Check if the structure of the loop allows it to be analyzed by this
|
|
/// pass.
|
|
bool canAnalyzeLoop();
|
|
|
|
/// Save the analysis remark.
|
|
///
|
|
/// LAA does not directly emits the remarks. Instead it stores it which the
|
|
/// client can retrieve and presents as its own analysis
|
|
/// (e.g. -Rpass-analysis=loop-vectorize).
|
|
OptimizationRemarkAnalysis &
|
|
recordAnalysis(StringRef RemarkName, const Instruction *Instr = nullptr);
|
|
|
|
/// Collect memory access with loop invariant strides.
|
|
///
|
|
/// Looks for accesses like "a[i * StrideA]" where "StrideA" is loop
|
|
/// invariant.
|
|
void collectStridedAccess(Value *LoadOrStoreInst);
|
|
|
|
// Emits the first unsafe memory dependence in a loop.
|
|
// Emits nothing if there are no unsafe dependences
|
|
// or if the dependences were not recorded.
|
|
void emitUnsafeDependenceRemark();
|
|
|
|
std::unique_ptr<PredicatedScalarEvolution> PSE;
|
|
|
|
/// We need to check that all of the pointers in this list are disjoint
|
|
/// at runtime. Using std::unique_ptr to make using move ctor simpler.
|
|
std::unique_ptr<RuntimePointerChecking> PtrRtChecking;
|
|
|
|
/// the Memory Dependence Checker which can determine the
|
|
/// loop-independent and loop-carried dependences between memory accesses.
|
|
std::unique_ptr<MemoryDepChecker> DepChecker;
|
|
|
|
Loop *TheLoop;
|
|
|
|
unsigned NumLoads = 0;
|
|
unsigned NumStores = 0;
|
|
|
|
/// Cache the result of analyzeLoop.
|
|
bool CanVecMem = false;
|
|
bool HasConvergentOp = false;
|
|
|
|
/// Indicator that there are two non vectorizable stores to the same uniform
|
|
/// address.
|
|
bool HasStoreStoreDependenceInvolvingLoopInvariantAddress = false;
|
|
/// Indicator that there is non vectorizable load and store to the same
|
|
/// uniform address.
|
|
bool HasLoadStoreDependenceInvolvingLoopInvariantAddress = false;
|
|
|
|
/// List of stores to invariant addresses.
|
|
SmallVector<StoreInst *> StoresToInvariantAddresses;
|
|
|
|
/// The diagnostics report generated for the analysis. E.g. why we
|
|
/// couldn't analyze the loop.
|
|
std::unique_ptr<OptimizationRemarkAnalysis> Report;
|
|
|
|
/// If an access has a symbolic strides, this maps the pointer value to
|
|
/// the stride symbol.
|
|
DenseMap<Value *, const SCEV *> SymbolicStrides;
|
|
};
|
|
|
|
/// Return the SCEV corresponding to a pointer with the symbolic stride
|
|
/// replaced with constant one, assuming the SCEV predicate associated with
|
|
/// \p PSE is true.
|
|
///
|
|
/// If necessary this method will version the stride of the pointer according
|
|
/// to \p PtrToStride and therefore add further predicates to \p PSE.
|
|
///
|
|
/// \p PtrToStride provides the mapping between the pointer value and its
|
|
/// stride as collected by LoopVectorizationLegality::collectStridedAccess.
|
|
const SCEV *
|
|
replaceSymbolicStrideSCEV(PredicatedScalarEvolution &PSE,
|
|
const DenseMap<Value *, const SCEV *> &PtrToStride,
|
|
Value *Ptr);
|
|
|
|
/// If the pointer has a constant stride return it in units of the access type
|
|
/// size. If the pointer is loop-invariant, return 0. Otherwise return
|
|
/// std::nullopt.
|
|
///
|
|
/// Ensure that it does not wrap in the address space, assuming the predicate
|
|
/// associated with \p PSE is true.
|
|
///
|
|
/// If necessary this method will version the stride of the pointer according
|
|
/// to \p PtrToStride and therefore add further predicates to \p PSE.
|
|
/// The \p Assume parameter indicates if we are allowed to make additional
|
|
/// run-time assumptions.
|
|
///
|
|
/// Note that the analysis results are defined if-and-only-if the original
|
|
/// memory access was defined. If that access was dead, or UB, then the
|
|
/// result of this function is undefined.
|
|
std::optional<int64_t>
|
|
getPtrStride(PredicatedScalarEvolution &PSE, Type *AccessTy, Value *Ptr,
|
|
const Loop *Lp,
|
|
const DenseMap<Value *, const SCEV *> &StridesMap = DenseMap<Value *, const SCEV *>(),
|
|
bool Assume = false, bool ShouldCheckWrap = true);
|
|
|
|
/// Returns the distance between the pointers \p PtrA and \p PtrB iff they are
|
|
/// compatible and it is possible to calculate the distance between them. This
|
|
/// is a simple API that does not depend on the analysis pass.
|
|
/// \param StrictCheck Ensure that the calculated distance matches the
|
|
/// type-based one after all the bitcasts removal in the provided pointers.
|
|
std::optional<int> getPointersDiff(Type *ElemTyA, Value *PtrA, Type *ElemTyB,
|
|
Value *PtrB, const DataLayout &DL,
|
|
ScalarEvolution &SE,
|
|
bool StrictCheck = false,
|
|
bool CheckType = true);
|
|
|
|
/// Attempt to sort the pointers in \p VL and return the sorted indices
|
|
/// in \p SortedIndices, if reordering is required.
|
|
///
|
|
/// Returns 'true' if sorting is legal, otherwise returns 'false'.
|
|
///
|
|
/// For example, for a given \p VL of memory accesses in program order, a[i+4],
|
|
/// a[i+0], a[i+1] and a[i+7], this function will sort the \p VL and save the
|
|
/// sorted indices in \p SortedIndices as a[i+0], a[i+1], a[i+4], a[i+7] and
|
|
/// saves the mask for actual memory accesses in program order in
|
|
/// \p SortedIndices as <1,2,0,3>
|
|
bool sortPtrAccesses(ArrayRef<Value *> VL, Type *ElemTy, const DataLayout &DL,
|
|
ScalarEvolution &SE,
|
|
SmallVectorImpl<unsigned> &SortedIndices);
|
|
|
|
/// Returns true if the memory operations \p A and \p B are consecutive.
|
|
/// This is a simple API that does not depend on the analysis pass.
|
|
bool isConsecutiveAccess(Value *A, Value *B, const DataLayout &DL,
|
|
ScalarEvolution &SE, bool CheckType = true);
|
|
|
|
class LoopAccessInfoManager {
|
|
/// The cache.
|
|
DenseMap<Loop *, std::unique_ptr<LoopAccessInfo>> LoopAccessInfoMap;
|
|
|
|
// The used analysis passes.
|
|
ScalarEvolution &SE;
|
|
AAResults &AA;
|
|
DominatorTree &DT;
|
|
LoopInfo &LI;
|
|
TargetTransformInfo *TTI;
|
|
const TargetLibraryInfo *TLI = nullptr;
|
|
|
|
public:
|
|
LoopAccessInfoManager(ScalarEvolution &SE, AAResults &AA, DominatorTree &DT,
|
|
LoopInfo &LI, TargetTransformInfo *TTI,
|
|
const TargetLibraryInfo *TLI)
|
|
: SE(SE), AA(AA), DT(DT), LI(LI), TTI(TTI), TLI(TLI) {}
|
|
|
|
const LoopAccessInfo &getInfo(Loop &L);
|
|
|
|
void clear();
|
|
|
|
bool invalidate(Function &F, const PreservedAnalyses &PA,
|
|
FunctionAnalysisManager::Invalidator &Inv);
|
|
};
|
|
|
|
/// This analysis provides dependence information for the memory
|
|
/// accesses of a loop.
|
|
///
|
|
/// It runs the analysis for a loop on demand. This can be initiated by
|
|
/// querying the loop access info via AM.getResult<LoopAccessAnalysis>.
|
|
/// getResult return a LoopAccessInfo object. See this class for the
|
|
/// specifics of what information is provided.
|
|
class LoopAccessAnalysis
|
|
: public AnalysisInfoMixin<LoopAccessAnalysis> {
|
|
friend AnalysisInfoMixin<LoopAccessAnalysis>;
|
|
static AnalysisKey Key;
|
|
|
|
public:
|
|
typedef LoopAccessInfoManager Result;
|
|
|
|
Result run(Function &F, FunctionAnalysisManager &AM);
|
|
};
|
|
|
|
inline Instruction *MemoryDepChecker::Dependence::getSource(
|
|
const MemoryDepChecker &DepChecker) const {
|
|
return DepChecker.getMemoryInstructions()[Source];
|
|
}
|
|
|
|
inline Instruction *MemoryDepChecker::Dependence::getDestination(
|
|
const MemoryDepChecker &DepChecker) const {
|
|
return DepChecker.getMemoryInstructions()[Destination];
|
|
}
|
|
|
|
} // End llvm namespace
|
|
|
|
#endif
|