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	When dependence analysis encounters a non-constant distance between memory accesses it aborts the analysis and falls back to run-time checks only. In this case we weren't resetting the array of dependences. git-svn-id: https://llvm.org/svn/llvm-project/llvm/trunk@237574 91177308-0d34-0410-b5e6-96231b3b80d8
		
			
				
	
	
		
			553 lines
		
	
	
		
			21 KiB
		
	
	
	
		
			C++
		
	
	
	
	
	
			
		
		
	
	
			553 lines
		
	
	
		
			21 KiB
		
	
	
	
		
			C++
		
	
	
	
	
	
| //===- llvm/Analysis/LoopAccessAnalysis.h -----------------------*- C++ -*-===//
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| //
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| //                     The LLVM Compiler Infrastructure
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| //
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| // This file is distributed under the University of Illinois Open Source
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| // License. See LICENSE.TXT for details.
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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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| 
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| #ifndef LLVM_ANALYSIS_LOOPACCESSANALYSIS_H
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| #define LLVM_ANALYSIS_LOOPACCESSANALYSIS_H
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| 
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| #include "llvm/ADT/EquivalenceClasses.h"
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| #include "llvm/ADT/Optional.h"
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| #include "llvm/ADT/SetVector.h"
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| #include "llvm/Analysis/AliasAnalysis.h"
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| #include "llvm/Analysis/AliasSetTracker.h"
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| #include "llvm/Analysis/ScalarEvolutionExpressions.h"
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| #include "llvm/IR/ValueHandle.h"
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| #include "llvm/Pass.h"
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| #include "llvm/Support/raw_ostream.h"
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| 
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| namespace llvm {
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| 
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| class Value;
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| class DataLayout;
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| class AliasAnalysis;
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| class ScalarEvolution;
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| class Loop;
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| class SCEV;
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| 
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| /// Optimization analysis message produced during vectorization. Messages inform
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| /// the user why vectorization did not occur.
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| class LoopAccessReport {
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|   std::string Message;
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|   const Instruction *Instr;
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| 
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| protected:
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|   LoopAccessReport(const Twine &Message, const Instruction *I)
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|       : Message(Message.str()), Instr(I) {}
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| 
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| public:
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|   LoopAccessReport(const Instruction *I = nullptr) : Instr(I) {}
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| 
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|   template <typename A> LoopAccessReport &operator<<(const A &Value) {
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|     raw_string_ostream Out(Message);
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|     Out << Value;
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|     return *this;
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|   }
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| 
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|   const Instruction *getInstr() const { return Instr; }
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| 
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|   std::string &str() { return Message; }
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|   const std::string &str() const { return Message; }
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|   operator Twine() { return Message; }
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| 
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|   /// \brief Emit an analysis note for \p PassName with the debug location from
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|   /// the instruction in \p Message if available.  Otherwise use the location of
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|   /// \p TheLoop.
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|   static void emitAnalysis(const LoopAccessReport &Message,
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|                            const Function *TheFunction,
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|                            const Loop *TheLoop,
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|                            const char *PassName);
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| };
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| 
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| /// \brief 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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|   /// \brief Maximum SIMD width.
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|   static const unsigned MaxVectorWidth;
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| 
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|   /// \brief VF as overridden by the user.
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|   static unsigned VectorizationFactor;
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|   /// \brief Interleave factor as overridden by the user.
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|   static unsigned VectorizationInterleave;
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|   /// \brief True if force-vector-interleave was specified by the user.
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|   static bool isInterleaveForced();
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| 
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|   /// \\brief 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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| };
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| 
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| /// \brief 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 SmallPtrSet<MemAccessInfo, 8> MemAccessInfoSet;
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|   /// \brief Set of potential dependent memory accesses.
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|   typedef EquivalenceClasses<MemAccessInfo> DepCandidates;
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| 
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|   /// \brief Dependece between memory access instructions.
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|   struct Dependence {
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|     /// \brief 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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|       // Lexically forward.
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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
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|       // MaxSafeDepDistBytes.
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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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| 
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|     /// \brief String version of the types.
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|     static const char *DepName[];
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| 
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|     /// \brief Index of the source of the dependence in the InstMap vector.
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|     unsigned Source;
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|     /// \brief Index of the destination of the dependence in the InstMap vector.
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|     unsigned Destination;
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|     /// \brief The type of the dependence.
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|     DepType Type;
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| 
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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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| 
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|     /// \brief Dependence types that don't prevent vectorization.
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|     static bool isSafeForVectorization(DepType Type);
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| 
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|     /// \brief Dependence types that can be queried from the analysis.
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|     static bool isInterestingDependence(DepType Type);
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| 
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|     /// \brief Lexically backward dependence types.
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|     bool isPossiblyBackward() const;
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| 
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|     /// \brief 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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| 
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|   MemoryDepChecker(ScalarEvolution *Se, const Loop *L)
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|       : SE(Se), InnermostLoop(L), AccessIdx(0),
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|         ShouldRetryWithRuntimeCheck(false), SafeForVectorization(true),
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|         RecordInterestingDependences(true) {}
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| 
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|   /// \brief 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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|     Value *Ptr = SI->getPointerOperand();
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|     Accesses[MemAccessInfo(Ptr, true)].push_back(AccessIdx);
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|     InstMap.push_back(SI);
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|     ++AccessIdx;
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|   }
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| 
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|   /// \brief 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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|     Value *Ptr = LI->getPointerOperand();
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|     Accesses[MemAccessInfo(Ptr, false)].push_back(AccessIdx);
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|     InstMap.push_back(LI);
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|     ++AccessIdx;
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|   }
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| 
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|   /// \brief 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(DepCandidates &AccessSets, MemAccessInfoSet &CheckDeps,
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|                    const ValueToValueMap &Strides);
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| 
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|   /// \brief No memory dependence was encountered that would inhibit
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|   /// vectorization.
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|   bool isSafeForVectorization() const { return SafeForVectorization; }
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| 
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|   /// \brief The maximum number of bytes of a vector register we can vectorize
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|   /// the accesses safely with.
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|   unsigned getMaxSafeDepDistBytes() { return MaxSafeDepDistBytes; }
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| 
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|   /// \brief 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() { return ShouldRetryWithRuntimeCheck; }
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| 
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|   /// \brief Returns the interesting dependences.  If null is returned we
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|   /// exceeded the MaxInterestingDependence threshold and this information is
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|   /// not available.
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|   const SmallVectorImpl<Dependence> *getInterestingDependences() const {
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|     return RecordInterestingDependences ? &InterestingDependences : nullptr;
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|   }
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| 
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|   void clearInterestingDependences() { InterestingDependences.clear(); }
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| 
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|   /// \brief 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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| 
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|   /// \brief 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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| 
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| private:
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|   ScalarEvolution *SE;
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|   const Loop *InnermostLoop;
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| 
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|   /// \brief Maps access locations (ptr, read/write) to program order.
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|   DenseMap<MemAccessInfo, std::vector<unsigned> > Accesses;
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| 
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|   /// \brief Memory access instructions in program order.
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|   SmallVector<Instruction *, 16> InstMap;
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| 
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|   /// \brief The program order index to be used for the next instruction.
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|   unsigned AccessIdx;
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| 
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|   // We can access this many bytes in parallel safely.
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|   unsigned MaxSafeDepDistBytes;
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| 
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|   /// \brief 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 ShouldRetryWithRuntimeCheck;
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| 
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|   /// \brief No memory dependence was encountered that would inhibit
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|   /// vectorization.
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|   bool SafeForVectorization;
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| 
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|   //// \brief True if InterestingDependences reflects the dependences in the
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|   //// loop.  If false we exceeded MaxInterestingDependence and
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|   //// InterestingDependences is invalid.
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|   bool RecordInterestingDependences;
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| 
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|   /// \brief Interesting memory dependences collected during the analysis as
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|   /// defined by isInterestingDependence.  Only valid if
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|   /// RecordInterestingDependences is true.
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|   SmallVector<Dependence, 8> InterestingDependences;
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| 
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|   /// \brief 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 MaxSafeDepDistBytes (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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|                                   const ValueToValueMap &Strides);
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| 
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|   /// \brief Check whether the data dependence could prevent store-load
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|   /// forwarding.
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|   bool couldPreventStoreLoadForward(unsigned Distance, unsigned TypeByteSize);
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| };
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| 
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| /// \brief Drive the analysis of memory accesses in the loop
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| ///
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| /// This class is responsible for analyzing the memory accesses of a loop.  It
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| /// collects the accesses and then its main helper the AccessAnalysis class
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| /// finds and categorizes the dependences in buildDependenceSets.
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| ///
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| /// For memory dependences that can be analyzed at compile time, it determines
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| /// whether the dependence is part of cycle inhibiting vectorization.  This work
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| /// is delegated to the MemoryDepChecker class.
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| ///
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| /// For memory dependences that cannot be determined at compile time, it
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| /// generates run-time checks to prove independence.  This is done by
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| /// AccessAnalysis::canCheckPtrAtRT and the checks are maintained by the
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| /// RuntimePointerCheck class.
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| class LoopAccessInfo {
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| public:
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|   /// This struct holds information about the memory runtime legality check that
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|   /// a group of pointers do not overlap.
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|   struct RuntimePointerCheck {
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|     RuntimePointerCheck() : Need(false) {}
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| 
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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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|       Starts.clear();
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|       Ends.clear();
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|       IsWritePtr.clear();
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|       DependencySetId.clear();
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|       AliasSetId.clear();
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|     }
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| 
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|     /// Insert a pointer and calculate the start and end SCEVs.
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|     void insert(ScalarEvolution *SE, Loop *Lp, Value *Ptr, bool WritePtr,
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|                 unsigned DepSetId, unsigned ASId,
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|                 const ValueToValueMap &Strides);
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| 
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|     /// \brief No run-time memory checking is necessary.
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|     bool empty() const { return Pointers.empty(); }
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| 
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|     /// \brief Decide whether we need to issue a run-time check for pointer at
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|     /// index \p I and \p J to prove their independence.
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|     ///
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|     /// If \p PtrPartition is set, it contains the partition number for
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|     /// pointers (-1 if the pointer belongs to multiple partitions).  In this
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|     /// case omit checks between pointers belonging to the same partition.
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|     bool needsChecking(unsigned I, unsigned J,
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|                        const SmallVectorImpl<int> *PtrPartition) const;
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| 
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|     /// \brief Return true if any pointer requires run-time checking according
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|     /// to needsChecking.
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|     bool needsAnyChecking(const SmallVectorImpl<int> *PtrPartition) const;
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| 
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|     /// \brief Print the list run-time memory checks necessary.
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|     ///
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|     /// If \p PtrPartition is set, it contains the partition number for
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|     /// pointers (-1 if the pointer belongs to multiple partitions).  In this
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|     /// case omit checks between pointers belonging to the same partition.
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|     void print(raw_ostream &OS, unsigned Depth = 0,
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|                const SmallVectorImpl<int> *PtrPartition = nullptr) const;
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| 
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|     /// This flag indicates if we need to add the runtime check.
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|     bool Need;
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|     /// Holds the pointers that we need to check.
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|     SmallVector<TrackingVH<Value>, 2> Pointers;
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|     /// Holds the pointer value at the beginning of the loop.
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|     SmallVector<const SCEV*, 2> Starts;
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|     /// Holds the pointer value at the end of the loop.
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|     SmallVector<const SCEV*, 2> Ends;
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|     /// Holds the information if this pointer is used for writing to memory.
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|     SmallVector<bool, 2> 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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|     SmallVector<unsigned, 2> DependencySetId;
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|     /// Holds the id of the disjoint alias set to which this pointer belongs.
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|     SmallVector<unsigned, 2> AliasSetId;
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|   };
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| 
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|   LoopAccessInfo(Loop *L, ScalarEvolution *SE, const DataLayout &DL,
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|                  const TargetLibraryInfo *TLI, AliasAnalysis *AA,
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|                  DominatorTree *DT, LoopInfo *LI,
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|                  const ValueToValueMap &Strides);
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| 
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|   /// Return true we can analyze the memory accesses in the loop and there are
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|   /// no memory dependence cycles.
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|   bool canVectorizeMemory() const { return CanVecMem; }
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| 
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|   const RuntimePointerCheck *getRuntimePointerCheck() const {
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|     return &PtrRtCheck;
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|   }
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| 
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|   /// \brief Number of memchecks required to prove independence of otherwise
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|   /// may-alias pointers.
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|   unsigned getNumRuntimePointerChecks() const { return NumComparisons; }
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| 
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|   /// Return true if the block BB needs to be predicated in order for the loop
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|   /// to be vectorized.
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|   static bool blockNeedsPredication(BasicBlock *BB, Loop *TheLoop,
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|                                     DominatorTree *DT);
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| 
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|   /// Returns true if the value V is uniform within the loop.
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|   bool isUniform(Value *V) const;
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| 
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|   unsigned getMaxSafeDepDistBytes() const { return MaxSafeDepDistBytes; }
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|   unsigned getNumStores() const { return NumStores; }
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|   unsigned getNumLoads() const { return NumLoads;}
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| 
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|   /// \brief Add code that checks at runtime if the accessed arrays overlap.
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|   ///
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|   /// Returns a pair of instructions where the first element is the first
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|   /// instruction generated in possibly a sequence of instructions and the
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|   /// second value is the final comparator value or NULL if no check is needed.
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|   ///
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|   /// If \p PtrPartition is set, it contains the partition number for pointers
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|   /// (-1 if the pointer belongs to multiple partitions).  In this case omit
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|   /// checks between pointers belonging to the same partition.
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|   std::pair<Instruction *, Instruction *>
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|   addRuntimeCheck(Instruction *Loc,
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|                   const SmallVectorImpl<int> *PtrPartition = nullptr) const;
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| 
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|   /// \brief The diagnostics report generated for the analysis.  E.g. why we
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|   /// couldn't analyze the loop.
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|   const Optional<LoopAccessReport> &getReport() const { return Report; }
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| 
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|   /// \brief the Memory Dependence Checker which can determine the
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|   /// loop-independent and loop-carried dependences between memory accesses.
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|   const MemoryDepChecker &getDepChecker() const { return DepChecker; }
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| 
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|   /// \brief Return the list of instructions that use \p Ptr to read or write
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|   /// memory.
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|   SmallVector<Instruction *, 4> getInstructionsForAccess(Value *Ptr,
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|                                                          bool isWrite) const {
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|     return DepChecker.getInstructionsForAccess(Ptr, isWrite);
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|   }
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| 
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|   /// \brief Print the information about the memory accesses in the loop.
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|   void print(raw_ostream &OS, unsigned Depth = 0) const;
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| 
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|   /// \brief Used to ensure that if the analysis was run with speculating the
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|   /// value of symbolic strides, the client queries it with the same assumption.
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|   /// Only used in DEBUG build but we don't want NDEBUG-dependent ABI.
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|   unsigned NumSymbolicStrides;
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| 
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|   /// \brief Checks existence of store to invariant address inside loop.
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|   /// If the loop has any store to invariant address, then it returns true,
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|   /// else returns false.
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|   bool hasStoreToLoopInvariantAddress() const {
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|     return StoreToLoopInvariantAddress;
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|   }
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| 
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| private:
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|   /// \brief Analyze the loop.  Substitute symbolic strides using Strides.
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|   void analyzeLoop(const ValueToValueMap &Strides);
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| 
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|   /// \brief Check if the structure of the loop allows it to be analyzed by this
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|   /// pass.
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|   bool canAnalyzeLoop();
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| 
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|   void emitAnalysis(LoopAccessReport &Message);
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| 
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|   /// We need to check that all of the pointers in this list are disjoint
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|   /// at runtime.
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|   RuntimePointerCheck PtrRtCheck;
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| 
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|   /// \brief the Memory Dependence Checker which can determine the
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|   /// loop-independent and loop-carried dependences between memory accesses.
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|   MemoryDepChecker DepChecker;
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| 
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|   /// \brief Number of memchecks required to prove independence of otherwise
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|   /// may-alias pointers
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|   unsigned NumComparisons;
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| 
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|   Loop *TheLoop;
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|   ScalarEvolution *SE;
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|   const DataLayout &DL;
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|   const TargetLibraryInfo *TLI;
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|   AliasAnalysis *AA;
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|   DominatorTree *DT;
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|   LoopInfo *LI;
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| 
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|   unsigned NumLoads;
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|   unsigned NumStores;
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| 
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|   unsigned MaxSafeDepDistBytes;
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| 
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|   /// \brief Cache the result of analyzeLoop.
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|   bool CanVecMem;
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| 
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|   /// \brief Indicator for storing to uniform addresses.
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|   /// If a loop has write to a loop invariant address then it should be true.
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|   bool StoreToLoopInvariantAddress;
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| 
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|   /// \brief The diagnostics report generated for the analysis.  E.g. why we
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|   /// couldn't analyze the loop.
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|   Optional<LoopAccessReport> Report;
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| };
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| 
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| Value *stripIntegerCast(Value *V);
 | |
| 
 | |
| ///\brief Return the SCEV corresponding to a pointer with the symbolic stride
 | |
| ///replaced with constant one.
 | |
| ///
 | |
| /// If \p OrigPtr is not null, use it to look up the stride value instead of \p
 | |
| /// Ptr.  \p PtrToStride provides the mapping between the pointer value and its
 | |
| /// stride as collected by LoopVectorizationLegality::collectStridedAccess.
 | |
| const SCEV *replaceSymbolicStrideSCEV(ScalarEvolution *SE,
 | |
|                                       const ValueToValueMap &PtrToStride,
 | |
|                                       Value *Ptr, Value *OrigPtr = nullptr);
 | |
| 
 | |
| /// \brief 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 LAA::getInfo.  getInfo return a
 | |
| /// LoopAccessInfo object.  See this class for the specifics of what information
 | |
| /// is provided.
 | |
| class LoopAccessAnalysis : public FunctionPass {
 | |
| public:
 | |
|   static char ID;
 | |
| 
 | |
|   LoopAccessAnalysis() : FunctionPass(ID) {
 | |
|     initializeLoopAccessAnalysisPass(*PassRegistry::getPassRegistry());
 | |
|   }
 | |
| 
 | |
|   bool runOnFunction(Function &F) override;
 | |
| 
 | |
|   void getAnalysisUsage(AnalysisUsage &AU) const override;
 | |
| 
 | |
|   /// \brief Query the result of the loop access information for the loop \p L.
 | |
|   ///
 | |
|   /// If the client speculates (and then issues run-time checks) for the values
 | |
|   /// of symbolic strides, \p Strides provides the mapping (see
 | |
|   /// replaceSymbolicStrideSCEV).  If there is no cached result available run
 | |
|   /// the analysis.
 | |
|   const LoopAccessInfo &getInfo(Loop *L, const ValueToValueMap &Strides);
 | |
| 
 | |
|   void releaseMemory() override {
 | |
|     // Invalidate the cache when the pass is freed.
 | |
|     LoopAccessInfoMap.clear();
 | |
|   }
 | |
| 
 | |
|   /// \brief Print the result of the analysis when invoked with -analyze.
 | |
|   void print(raw_ostream &OS, const Module *M = nullptr) const override;
 | |
| 
 | |
| private:
 | |
|   /// \brief The cache.
 | |
|   DenseMap<Loop *, std::unique_ptr<LoopAccessInfo>> LoopAccessInfoMap;
 | |
| 
 | |
|   // The used analysis passes.
 | |
|   ScalarEvolution *SE;
 | |
|   const TargetLibraryInfo *TLI;
 | |
|   AliasAnalysis *AA;
 | |
|   DominatorTree *DT;
 | |
|   LoopInfo *LI;
 | |
| };
 | |
| } // End llvm namespace
 | |
| 
 | |
| #endif
 |