1 //===- llvm/Analysis/LoopAccessAnalysis.h -----------------------*- C++ -*-===//
2 //
3 //                     The LLVM Compiler Infrastructure
4 //
5 // This file is distributed under the University of Illinois Open Source
6 // License. See LICENSE.TXT for details.
7 //
8 //===----------------------------------------------------------------------===//
9 //
10 // This file defines the interface for the loop memory dependence framework that
11 // was originally developed for the Loop Vectorizer.
12 //
13 //===----------------------------------------------------------------------===//
14 
15 #ifndef LLVM_ANALYSIS_LOOPACCESSANALYSIS_H
16 #define LLVM_ANALYSIS_LOOPACCESSANALYSIS_H
17 
18 #include "llvm/ADT/EquivalenceClasses.h"
19 #include "llvm/ADT/Optional.h"
20 #include "llvm/ADT/SetVector.h"
21 #include "llvm/Analysis/AliasAnalysis.h"
22 #include "llvm/Analysis/AliasSetTracker.h"
23 #include "llvm/Analysis/LoopAnalysisManager.h"
24 #include "llvm/Analysis/ScalarEvolutionExpressions.h"
25 #include "llvm/IR/DiagnosticInfo.h"
26 #include "llvm/IR/ValueHandle.h"
27 #include "llvm/Pass.h"
28 #include "llvm/Support/raw_ostream.h"
29 
30 namespace llvm {
31 
32 class Value;
33 class DataLayout;
34 class ScalarEvolution;
35 class Loop;
36 class SCEV;
37 class SCEVUnionPredicate;
38 class LoopAccessInfo;
39 class OptimizationRemarkEmitter;
40 
41 /// Collection of parameters shared beetween the Loop Vectorizer and the
42 /// Loop Access Analysis.
43 struct VectorizerParams {
44   /// Maximum SIMD width.
45   static const unsigned MaxVectorWidth;
46 
47   /// VF as overridden by the user.
48   static unsigned VectorizationFactor;
49   /// Interleave factor as overridden by the user.
50   static unsigned VectorizationInterleave;
51   /// True if force-vector-interleave was specified by the user.
52   static bool isInterleaveForced();
53 
54   /// \When performing memory disambiguation checks at runtime do not
55   /// make more than this number of comparisons.
56   static unsigned RuntimeMemoryCheckThreshold;
57 };
58 
59 /// Checks memory dependences among accesses to the same underlying
60 /// object to determine whether there vectorization is legal or not (and at
61 /// which vectorization factor).
62 ///
63 /// Note: This class will compute a conservative dependence for access to
64 /// different underlying pointers. Clients, such as the loop vectorizer, will
65 /// sometimes deal these potential dependencies by emitting runtime checks.
66 ///
67 /// We use the ScalarEvolution framework to symbolically evalutate access
68 /// functions pairs. Since we currently don't restructure the loop we can rely
69 /// on the program order of memory accesses to determine their safety.
70 /// At the moment we will only deem accesses as safe for:
71 ///  * A negative constant distance assuming program order.
72 ///
73 ///      Safe: tmp = a[i + 1];     OR     a[i + 1] = x;
74 ///            a[i] = tmp;                y = a[i];
75 ///
76 ///   The latter case is safe because later checks guarantuee that there can't
77 ///   be a cycle through a phi node (that is, we check that "x" and "y" is not
78 ///   the same variable: a header phi can only be an induction or a reduction, a
79 ///   reduction can't have a memory sink, an induction can't have a memory
80 ///   source). This is important and must not be violated (or we have to
81 ///   resort to checking for cycles through memory).
82 ///
83 ///  * A positive constant distance assuming program order that is bigger
84 ///    than the biggest memory access.
85 ///
86 ///     tmp = a[i]        OR              b[i] = x
87 ///     a[i+2] = tmp                      y = b[i+2];
88 ///
89 ///     Safe distance: 2 x sizeof(a[0]), and 2 x sizeof(b[0]), respectively.
90 ///
91 ///  * Zero distances and all accesses have the same size.
92 ///
93 class MemoryDepChecker {
94 public:
95   typedef PointerIntPair<Value *, 1, bool> MemAccessInfo;
96   typedef SmallVector<MemAccessInfo, 8> MemAccessInfoList;
97   /// Set of potential dependent memory accesses.
98   typedef EquivalenceClasses<MemAccessInfo> DepCandidates;
99 
100   /// Type to keep track of the status of the dependence check. The order of
101   /// the elements is important and has to be from most permissive to least
102   /// permissive.
103   enum class VectorizationSafetyStatus {
104     // Can vectorize safely without RT checks. All dependences are known to be
105     // safe.
106     Safe,
107     // Can possibly vectorize with RT checks to overcome unknown dependencies.
108     PossiblySafeWithRtChecks,
109     // Cannot vectorize due to known unsafe dependencies.
110     Unsafe,
111   };
112 
113   /// Dependece between memory access instructions.
114   struct Dependence {
115     /// The type of the dependence.
116     enum DepType {
117       // No dependence.
118       NoDep,
119       // We couldn't determine the direction or the distance.
120       Unknown,
121       // Lexically forward.
122       //
123       // FIXME: If we only have loop-independent forward dependences (e.g. a
124       // read and write of A[i]), LAA will locally deem the dependence "safe"
125       // without querying the MemoryDepChecker.  Therefore we can miss
126       // enumerating loop-independent forward dependences in
127       // getDependences.  Note that as soon as there are different
128       // indices used to access the same array, the MemoryDepChecker *is*
129       // queried and the dependence list is complete.
130       Forward,
131       // Forward, but if vectorized, is likely to prevent store-to-load
132       // forwarding.
133       ForwardButPreventsForwarding,
134       // Lexically backward.
135       Backward,
136       // Backward, but the distance allows a vectorization factor of
137       // MaxSafeDepDistBytes.
138       BackwardVectorizable,
139       // Same, but may prevent store-to-load forwarding.
140       BackwardVectorizableButPreventsForwarding
141     };
142 
143     /// String version of the types.
144     static const char *DepName[];
145 
146     /// Index of the source of the dependence in the InstMap vector.
147     unsigned Source;
148     /// Index of the destination of the dependence in the InstMap vector.
149     unsigned Destination;
150     /// The type of the dependence.
151     DepType Type;
152 
DependenceDependence153     Dependence(unsigned Source, unsigned Destination, DepType Type)
154         : Source(Source), Destination(Destination), Type(Type) {}
155 
156     /// Return the source instruction of the dependence.
157     Instruction *getSource(const LoopAccessInfo &LAI) const;
158     /// Return the destination instruction of the dependence.
159     Instruction *getDestination(const LoopAccessInfo &LAI) const;
160 
161     /// Dependence types that don't prevent vectorization.
162     static VectorizationSafetyStatus isSafeForVectorization(DepType Type);
163 
164     /// Lexically forward dependence.
165     bool isForward() const;
166     /// Lexically backward dependence.
167     bool isBackward() const;
168 
169     /// May be a lexically backward dependence type (includes Unknown).
170     bool isPossiblyBackward() const;
171 
172     /// Print the dependence.  \p Instr is used to map the instruction
173     /// indices to instructions.
174     void print(raw_ostream &OS, unsigned Depth,
175                const SmallVectorImpl<Instruction *> &Instrs) const;
176   };
177 
MemoryDepChecker(PredicatedScalarEvolution & PSE,const Loop * L)178   MemoryDepChecker(PredicatedScalarEvolution &PSE, const Loop *L)
179       : PSE(PSE), InnermostLoop(L), AccessIdx(0), MaxSafeRegisterWidth(-1U),
180         FoundNonConstantDistanceDependence(false),
181         Status(VectorizationSafetyStatus::Safe), RecordDependences(true) {}
182 
183   /// Register the location (instructions are given increasing numbers)
184   /// of a write access.
addAccess(StoreInst * SI)185   void addAccess(StoreInst *SI) {
186     Value *Ptr = SI->getPointerOperand();
187     Accesses[MemAccessInfo(Ptr, true)].push_back(AccessIdx);
188     InstMap.push_back(SI);
189     ++AccessIdx;
190   }
191 
192   /// Register the location (instructions are given increasing numbers)
193   /// of a write access.
addAccess(LoadInst * LI)194   void addAccess(LoadInst *LI) {
195     Value *Ptr = LI->getPointerOperand();
196     Accesses[MemAccessInfo(Ptr, false)].push_back(AccessIdx);
197     InstMap.push_back(LI);
198     ++AccessIdx;
199   }
200 
201   /// Check whether the dependencies between the accesses are safe.
202   ///
203   /// Only checks sets with elements in \p CheckDeps.
204   bool areDepsSafe(DepCandidates &AccessSets, MemAccessInfoList &CheckDeps,
205                    const ValueToValueMap &Strides);
206 
207   /// No memory dependence was encountered that would inhibit
208   /// vectorization.
isSafeForVectorization()209   bool isSafeForVectorization() const {
210     return Status == VectorizationSafetyStatus::Safe;
211   }
212 
213   /// The maximum number of bytes of a vector register we can vectorize
214   /// the accesses safely with.
getMaxSafeDepDistBytes()215   uint64_t getMaxSafeDepDistBytes() { return MaxSafeDepDistBytes; }
216 
217   /// Return the number of elements that are safe to operate on
218   /// simultaneously, multiplied by the size of the element in bits.
getMaxSafeRegisterWidth()219   uint64_t getMaxSafeRegisterWidth() const { return MaxSafeRegisterWidth; }
220 
221   /// In same cases when the dependency check fails we can still
222   /// vectorize the loop with a dynamic array access check.
shouldRetryWithRuntimeCheck()223   bool shouldRetryWithRuntimeCheck() const {
224     return FoundNonConstantDistanceDependence &&
225            Status == VectorizationSafetyStatus::PossiblySafeWithRtChecks;
226   }
227 
228   /// Returns the memory dependences.  If null is returned we exceeded
229   /// the MaxDependences threshold and this information is not
230   /// available.
getDependences()231   const SmallVectorImpl<Dependence> *getDependences() const {
232     return RecordDependences ? &Dependences : nullptr;
233   }
234 
clearDependences()235   void clearDependences() { Dependences.clear(); }
236 
237   /// The vector of memory access instructions.  The indices are used as
238   /// instruction identifiers in the Dependence class.
getMemoryInstructions()239   const SmallVectorImpl<Instruction *> &getMemoryInstructions() const {
240     return InstMap;
241   }
242 
243   /// Generate a mapping between the memory instructions and their
244   /// indices according to program order.
generateInstructionOrderMap()245   DenseMap<Instruction *, unsigned> generateInstructionOrderMap() const {
246     DenseMap<Instruction *, unsigned> OrderMap;
247 
248     for (unsigned I = 0; I < InstMap.size(); ++I)
249       OrderMap[InstMap[I]] = I;
250 
251     return OrderMap;
252   }
253 
254   /// Find the set of instructions that read or write via \p Ptr.
255   SmallVector<Instruction *, 4> getInstructionsForAccess(Value *Ptr,
256                                                          bool isWrite) const;
257 
258 private:
259   /// A wrapper around ScalarEvolution, used to add runtime SCEV checks, and
260   /// applies dynamic knowledge to simplify SCEV expressions and convert them
261   /// to a more usable form. We need this in case assumptions about SCEV
262   /// expressions need to be made in order to avoid unknown dependences. For
263   /// example we might assume a unit stride for a pointer in order to prove
264   /// that a memory access is strided and doesn't wrap.
265   PredicatedScalarEvolution &PSE;
266   const Loop *InnermostLoop;
267 
268   /// Maps access locations (ptr, read/write) to program order.
269   DenseMap<MemAccessInfo, std::vector<unsigned> > Accesses;
270 
271   /// Memory access instructions in program order.
272   SmallVector<Instruction *, 16> InstMap;
273 
274   /// The program order index to be used for the next instruction.
275   unsigned AccessIdx;
276 
277   // We can access this many bytes in parallel safely.
278   uint64_t MaxSafeDepDistBytes;
279 
280   /// Number of elements (from consecutive iterations) that are safe to
281   /// operate on simultaneously, multiplied by the size of the element in bits.
282   /// The size of the element is taken from the memory access that is most
283   /// restrictive.
284   uint64_t MaxSafeRegisterWidth;
285 
286   /// If we see a non-constant dependence distance we can still try to
287   /// vectorize this loop with runtime checks.
288   bool FoundNonConstantDistanceDependence;
289 
290   /// Result of the dependence checks, indicating whether the checked
291   /// dependences are safe for vectorization, require RT checks or are known to
292   /// be unsafe.
293   VectorizationSafetyStatus Status;
294 
295   //// True if Dependences reflects the dependences in the
296   //// loop.  If false we exceeded MaxDependences and
297   //// Dependences is invalid.
298   bool RecordDependences;
299 
300   /// Memory dependences collected during the analysis.  Only valid if
301   /// RecordDependences is true.
302   SmallVector<Dependence, 8> Dependences;
303 
304   /// Check whether there is a plausible dependence between the two
305   /// accesses.
306   ///
307   /// Access \p A must happen before \p B in program order. The two indices
308   /// identify the index into the program order map.
309   ///
310   /// This function checks  whether there is a plausible dependence (or the
311   /// absence of such can't be proved) between the two accesses. If there is a
312   /// plausible dependence but the dependence distance is bigger than one
313   /// element access it records this distance in \p MaxSafeDepDistBytes (if this
314   /// distance is smaller than any other distance encountered so far).
315   /// Otherwise, this function returns true signaling a possible dependence.
316   Dependence::DepType isDependent(const MemAccessInfo &A, unsigned AIdx,
317                                   const MemAccessInfo &B, unsigned BIdx,
318                                   const ValueToValueMap &Strides);
319 
320   /// Check whether the data dependence could prevent store-load
321   /// forwarding.
322   ///
323   /// \return false if we shouldn't vectorize at all or avoid larger
324   /// vectorization factors by limiting MaxSafeDepDistBytes.
325   bool couldPreventStoreLoadForward(uint64_t Distance, uint64_t TypeByteSize);
326 
327   /// Updates the current safety status with \p S. We can go from Safe to
328   /// either PossiblySafeWithRtChecks or Unsafe and from
329   /// PossiblySafeWithRtChecks to Unsafe.
330   void mergeInStatus(VectorizationSafetyStatus S);
331 };
332 
333 /// Holds information about the memory runtime legality checks to verify
334 /// that a group of pointers do not overlap.
335 class RuntimePointerChecking {
336 public:
337   struct PointerInfo {
338     /// Holds the pointer value that we need to check.
339     TrackingVH<Value> PointerValue;
340     /// Holds the smallest byte address accessed by the pointer throughout all
341     /// iterations of the loop.
342     const SCEV *Start;
343     /// Holds the largest byte address accessed by the pointer throughout all
344     /// iterations of the loop, plus 1.
345     const SCEV *End;
346     /// Holds the information if this pointer is used for writing to memory.
347     bool IsWritePtr;
348     /// Holds the id of the set of pointers that could be dependent because of a
349     /// shared underlying object.
350     unsigned DependencySetId;
351     /// Holds the id of the disjoint alias set to which this pointer belongs.
352     unsigned AliasSetId;
353     /// SCEV for the access.
354     const SCEV *Expr;
355 
PointerInfoPointerInfo356     PointerInfo(Value *PointerValue, const SCEV *Start, const SCEV *End,
357                 bool IsWritePtr, unsigned DependencySetId, unsigned AliasSetId,
358                 const SCEV *Expr)
359         : PointerValue(PointerValue), Start(Start), End(End),
360           IsWritePtr(IsWritePtr), DependencySetId(DependencySetId),
361           AliasSetId(AliasSetId), Expr(Expr) {}
362   };
363 
RuntimePointerChecking(ScalarEvolution * SE)364   RuntimePointerChecking(ScalarEvolution *SE) : Need(false), SE(SE) {}
365 
366   /// Reset the state of the pointer runtime information.
reset()367   void reset() {
368     Need = false;
369     Pointers.clear();
370     Checks.clear();
371   }
372 
373   /// Insert a pointer and calculate the start and end SCEVs.
374   /// We need \p PSE in order to compute the SCEV expression of the pointer
375   /// according to the assumptions that we've made during the analysis.
376   /// The method might also version the pointer stride according to \p Strides,
377   /// and add new predicates to \p PSE.
378   void insert(Loop *Lp, Value *Ptr, bool WritePtr, unsigned DepSetId,
379               unsigned ASId, const ValueToValueMap &Strides,
380               PredicatedScalarEvolution &PSE);
381 
382   /// No run-time memory checking is necessary.
empty()383   bool empty() const { return Pointers.empty(); }
384 
385   /// A grouping of pointers. A single memcheck is required between
386   /// two groups.
387   struct CheckingPtrGroup {
388     /// Create a new pointer checking group containing a single
389     /// pointer, with index \p Index in RtCheck.
CheckingPtrGroupCheckingPtrGroup390     CheckingPtrGroup(unsigned Index, RuntimePointerChecking &RtCheck)
391         : RtCheck(RtCheck), High(RtCheck.Pointers[Index].End),
392           Low(RtCheck.Pointers[Index].Start) {
393       Members.push_back(Index);
394     }
395 
396     /// Tries to add the pointer recorded in RtCheck at index
397     /// \p Index to this pointer checking group. We can only add a pointer
398     /// to a checking group if we will still be able to get
399     /// the upper and lower bounds of the check. Returns true in case
400     /// of success, false otherwise.
401     bool addPointer(unsigned Index);
402 
403     /// Constitutes the context of this pointer checking group. For each
404     /// pointer that is a member of this group we will retain the index
405     /// at which it appears in RtCheck.
406     RuntimePointerChecking &RtCheck;
407     /// The SCEV expression which represents the upper bound of all the
408     /// pointers in this group.
409     const SCEV *High;
410     /// The SCEV expression which represents the lower bound of all the
411     /// pointers in this group.
412     const SCEV *Low;
413     /// Indices of all the pointers that constitute this grouping.
414     SmallVector<unsigned, 2> Members;
415   };
416 
417   /// A memcheck which made up of a pair of grouped pointers.
418   ///
419   /// These *have* to be const for now, since checks are generated from
420   /// CheckingPtrGroups in LAI::addRuntimeChecks which is a const member
421   /// function.  FIXME: once check-generation is moved inside this class (after
422   /// the PtrPartition hack is removed), we could drop const.
423   typedef std::pair<const CheckingPtrGroup *, const CheckingPtrGroup *>
424       PointerCheck;
425 
426   /// Generate the checks and store it.  This also performs the grouping
427   /// of pointers to reduce the number of memchecks necessary.
428   void generateChecks(MemoryDepChecker::DepCandidates &DepCands,
429                       bool UseDependencies);
430 
431   /// Returns the checks that generateChecks created.
getChecks()432   const SmallVector<PointerCheck, 4> &getChecks() const { return Checks; }
433 
434   /// Decide if we need to add a check between two groups of pointers,
435   /// according to needsChecking.
436   bool needsChecking(const CheckingPtrGroup &M,
437                      const CheckingPtrGroup &N) const;
438 
439   /// Returns the number of run-time checks required according to
440   /// needsChecking.
getNumberOfChecks()441   unsigned getNumberOfChecks() const { return Checks.size(); }
442 
443   /// Print the list run-time memory checks necessary.
444   void print(raw_ostream &OS, unsigned Depth = 0) const;
445 
446   /// Print \p Checks.
447   void printChecks(raw_ostream &OS, const SmallVectorImpl<PointerCheck> &Checks,
448                    unsigned Depth = 0) const;
449 
450   /// This flag indicates if we need to add the runtime check.
451   bool Need;
452 
453   /// Information about the pointers that may require checking.
454   SmallVector<PointerInfo, 2> Pointers;
455 
456   /// Holds a partitioning of pointers into "check groups".
457   SmallVector<CheckingPtrGroup, 2> CheckingGroups;
458 
459   /// Check if pointers are in the same partition
460   ///
461   /// \p PtrToPartition contains the partition number for pointers (-1 if the
462   /// pointer belongs to multiple partitions).
463   static bool
464   arePointersInSamePartition(const SmallVectorImpl<int> &PtrToPartition,
465                              unsigned PtrIdx1, unsigned PtrIdx2);
466 
467   /// Decide whether we need to issue a run-time check for pointer at
468   /// index \p I and \p J to prove their independence.
469   bool needsChecking(unsigned I, unsigned J) const;
470 
471   /// Return PointerInfo for pointer at index \p PtrIdx.
getPointerInfo(unsigned PtrIdx)472   const PointerInfo &getPointerInfo(unsigned PtrIdx) const {
473     return Pointers[PtrIdx];
474   }
475 
476 private:
477   /// Groups pointers such that a single memcheck is required
478   /// between two different groups. This will clear the CheckingGroups vector
479   /// and re-compute it. We will only group dependecies if \p UseDependencies
480   /// is true, otherwise we will create a separate group for each pointer.
481   void groupChecks(MemoryDepChecker::DepCandidates &DepCands,
482                    bool UseDependencies);
483 
484   /// Generate the checks and return them.
485   SmallVector<PointerCheck, 4>
486   generateChecks() const;
487 
488   /// Holds a pointer to the ScalarEvolution analysis.
489   ScalarEvolution *SE;
490 
491   /// Set of run-time checks required to establish independence of
492   /// otherwise may-aliasing pointers in the loop.
493   SmallVector<PointerCheck, 4> Checks;
494 };
495 
496 /// Drive the analysis of memory accesses in the loop
497 ///
498 /// This class is responsible for analyzing the memory accesses of a loop.  It
499 /// collects the accesses and then its main helper the AccessAnalysis class
500 /// finds and categorizes the dependences in buildDependenceSets.
501 ///
502 /// For memory dependences that can be analyzed at compile time, it determines
503 /// whether the dependence is part of cycle inhibiting vectorization.  This work
504 /// is delegated to the MemoryDepChecker class.
505 ///
506 /// For memory dependences that cannot be determined at compile time, it
507 /// generates run-time checks to prove independence.  This is done by
508 /// AccessAnalysis::canCheckPtrAtRT and the checks are maintained by the
509 /// RuntimePointerCheck class.
510 ///
511 /// If pointers can wrap or can't be expressed as affine AddRec expressions by
512 /// ScalarEvolution, we will generate run-time checks by emitting a
513 /// SCEVUnionPredicate.
514 ///
515 /// Checks for both memory dependences and the SCEV predicates contained in the
516 /// PSE must be emitted in order for the results of this analysis to be valid.
517 class LoopAccessInfo {
518 public:
519   LoopAccessInfo(Loop *L, ScalarEvolution *SE, const TargetLibraryInfo *TLI,
520                  AliasAnalysis *AA, DominatorTree *DT, LoopInfo *LI);
521 
522   /// Return true we can analyze the memory accesses in the loop and there are
523   /// no memory dependence cycles.
canVectorizeMemory()524   bool canVectorizeMemory() const { return CanVecMem; }
525 
getRuntimePointerChecking()526   const RuntimePointerChecking *getRuntimePointerChecking() const {
527     return PtrRtChecking.get();
528   }
529 
530   /// Number of memchecks required to prove independence of otherwise
531   /// may-alias pointers.
getNumRuntimePointerChecks()532   unsigned getNumRuntimePointerChecks() const {
533     return PtrRtChecking->getNumberOfChecks();
534   }
535 
536   /// Return true if the block BB needs to be predicated in order for the loop
537   /// to be vectorized.
538   static bool blockNeedsPredication(BasicBlock *BB, Loop *TheLoop,
539                                     DominatorTree *DT);
540 
541   /// Returns true if the value V is uniform within the loop.
542   bool isUniform(Value *V) const;
543 
getMaxSafeDepDistBytes()544   uint64_t getMaxSafeDepDistBytes() const { return MaxSafeDepDistBytes; }
getNumStores()545   unsigned getNumStores() const { return NumStores; }
getNumLoads()546   unsigned getNumLoads() const { return NumLoads;}
547 
548   /// Add code that checks at runtime if the accessed arrays overlap.
549   ///
550   /// Returns a pair of instructions where the first element is the first
551   /// instruction generated in possibly a sequence of instructions and the
552   /// second value is the final comparator value or NULL if no check is needed.
553   std::pair<Instruction *, Instruction *>
554   addRuntimeChecks(Instruction *Loc) const;
555 
556   /// Generete the instructions for the checks in \p PointerChecks.
557   ///
558   /// Returns a pair of instructions where the first element is the first
559   /// instruction generated in possibly a sequence of instructions and the
560   /// second value is the final comparator value or NULL if no check is needed.
561   std::pair<Instruction *, Instruction *>
562   addRuntimeChecks(Instruction *Loc,
563                    const SmallVectorImpl<RuntimePointerChecking::PointerCheck>
564                        &PointerChecks) const;
565 
566   /// The diagnostics report generated for the analysis.  E.g. why we
567   /// couldn't analyze the loop.
getReport()568   const OptimizationRemarkAnalysis *getReport() const { return Report.get(); }
569 
570   /// the Memory Dependence Checker which can determine the
571   /// loop-independent and loop-carried dependences between memory accesses.
getDepChecker()572   const MemoryDepChecker &getDepChecker() const { return *DepChecker; }
573 
574   /// Return the list of instructions that use \p Ptr to read or write
575   /// memory.
getInstructionsForAccess(Value * Ptr,bool isWrite)576   SmallVector<Instruction *, 4> getInstructionsForAccess(Value *Ptr,
577                                                          bool isWrite) const {
578     return DepChecker->getInstructionsForAccess(Ptr, isWrite);
579   }
580 
581   /// If an access has a symbolic strides, this maps the pointer value to
582   /// the stride symbol.
getSymbolicStrides()583   const ValueToValueMap &getSymbolicStrides() const { return SymbolicStrides; }
584 
585   /// Pointer has a symbolic stride.
hasStride(Value * V)586   bool hasStride(Value *V) const { return StrideSet.count(V); }
587 
588   /// Print the information about the memory accesses in the loop.
589   void print(raw_ostream &OS, unsigned Depth = 0) const;
590 
591   /// If the loop has memory dependence involving an invariant address, i.e. two
592   /// stores or a store and a load, then return true, else return false.
hasDependenceInvolvingLoopInvariantAddress()593   bool hasDependenceInvolvingLoopInvariantAddress() const {
594     return HasDependenceInvolvingLoopInvariantAddress;
595   }
596 
597   /// Used to add runtime SCEV checks. Simplifies SCEV expressions and converts
598   /// them to a more usable form.  All SCEV expressions during the analysis
599   /// should be re-written (and therefore simplified) according to PSE.
600   /// A user of LoopAccessAnalysis will need to emit the runtime checks
601   /// associated with this predicate.
getPSE()602   const PredicatedScalarEvolution &getPSE() const { return *PSE; }
603 
604 private:
605   /// Analyze the loop.
606   void analyzeLoop(AliasAnalysis *AA, LoopInfo *LI,
607                    const TargetLibraryInfo *TLI, DominatorTree *DT);
608 
609   /// Check if the structure of the loop allows it to be analyzed by this
610   /// pass.
611   bool canAnalyzeLoop();
612 
613   /// Save the analysis remark.
614   ///
615   /// LAA does not directly emits the remarks.  Instead it stores it which the
616   /// client can retrieve and presents as its own analysis
617   /// (e.g. -Rpass-analysis=loop-vectorize).
618   OptimizationRemarkAnalysis &recordAnalysis(StringRef RemarkName,
619                                              Instruction *Instr = nullptr);
620 
621   /// Collect memory access with loop invariant strides.
622   ///
623   /// Looks for accesses like "a[i * StrideA]" where "StrideA" is loop
624   /// invariant.
625   void collectStridedAccess(Value *LoadOrStoreInst);
626 
627   std::unique_ptr<PredicatedScalarEvolution> PSE;
628 
629   /// We need to check that all of the pointers in this list are disjoint
630   /// at runtime. Using std::unique_ptr to make using move ctor simpler.
631   std::unique_ptr<RuntimePointerChecking> PtrRtChecking;
632 
633   /// the Memory Dependence Checker which can determine the
634   /// loop-independent and loop-carried dependences between memory accesses.
635   std::unique_ptr<MemoryDepChecker> DepChecker;
636 
637   Loop *TheLoop;
638 
639   unsigned NumLoads;
640   unsigned NumStores;
641 
642   uint64_t MaxSafeDepDistBytes;
643 
644   /// Cache the result of analyzeLoop.
645   bool CanVecMem;
646 
647   /// Indicator that there are non vectorizable stores to a uniform address.
648   bool HasDependenceInvolvingLoopInvariantAddress;
649 
650   /// The diagnostics report generated for the analysis.  E.g. why we
651   /// couldn't analyze the loop.
652   std::unique_ptr<OptimizationRemarkAnalysis> Report;
653 
654   /// If an access has a symbolic strides, this maps the pointer value to
655   /// the stride symbol.
656   ValueToValueMap SymbolicStrides;
657 
658   /// Set of symbolic strides values.
659   SmallPtrSet<Value *, 8> StrideSet;
660 };
661 
662 Value *stripIntegerCast(Value *V);
663 
664 /// Return the SCEV corresponding to a pointer with the symbolic stride
665 /// replaced with constant one, assuming the SCEV predicate associated with
666 /// \p PSE is true.
667 ///
668 /// If necessary this method will version the stride of the pointer according
669 /// to \p PtrToStride and therefore add further predicates to \p PSE.
670 ///
671 /// If \p OrigPtr is not null, use it to look up the stride value instead of \p
672 /// Ptr.  \p PtrToStride provides the mapping between the pointer value and its
673 /// stride as collected by LoopVectorizationLegality::collectStridedAccess.
674 const SCEV *replaceSymbolicStrideSCEV(PredicatedScalarEvolution &PSE,
675                                       const ValueToValueMap &PtrToStride,
676                                       Value *Ptr, Value *OrigPtr = nullptr);
677 
678 /// If the pointer has a constant stride return it in units of its
679 /// element size.  Otherwise return zero.
680 ///
681 /// Ensure that it does not wrap in the address space, assuming the predicate
682 /// associated with \p PSE is true.
683 ///
684 /// If necessary this method will version the stride of the pointer according
685 /// to \p PtrToStride and therefore add further predicates to \p PSE.
686 /// The \p Assume parameter indicates if we are allowed to make additional
687 /// run-time assumptions.
688 int64_t getPtrStride(PredicatedScalarEvolution &PSE, Value *Ptr, const Loop *Lp,
689                      const ValueToValueMap &StridesMap = ValueToValueMap(),
690                      bool Assume = false, bool ShouldCheckWrap = true);
691 
692 /// Attempt to sort the pointers in \p VL and return the sorted indices
693 /// in \p SortedIndices, if reordering is required.
694 ///
695 /// Returns 'true' if sorting is legal, otherwise returns 'false'.
696 ///
697 /// For example, for a given \p VL of memory accesses in program order, a[i+4],
698 /// a[i+0], a[i+1] and a[i+7], this function will sort the \p VL and save the
699 /// sorted indices in \p SortedIndices as a[i+0], a[i+1], a[i+4], a[i+7] and
700 /// saves the mask for actual memory accesses in program order in
701 /// \p SortedIndices as <1,2,0,3>
702 bool sortPtrAccesses(ArrayRef<Value *> VL, const DataLayout &DL,
703                      ScalarEvolution &SE,
704                      SmallVectorImpl<unsigned> &SortedIndices);
705 
706 /// Returns true if the memory operations \p A and \p B are consecutive.
707 /// This is a simple API that does not depend on the analysis pass.
708 bool isConsecutiveAccess(Value *A, Value *B, const DataLayout &DL,
709                          ScalarEvolution &SE, bool CheckType = true);
710 
711 /// This analysis provides dependence information for the memory accesses
712 /// of a loop.
713 ///
714 /// It runs the analysis for a loop on demand.  This can be initiated by
715 /// querying the loop access info via LAA::getInfo.  getInfo return a
716 /// LoopAccessInfo object.  See this class for the specifics of what information
717 /// is provided.
718 class LoopAccessLegacyAnalysis : public FunctionPass {
719 public:
720   static char ID;
721 
LoopAccessLegacyAnalysis()722   LoopAccessLegacyAnalysis() : FunctionPass(ID) {
723     initializeLoopAccessLegacyAnalysisPass(*PassRegistry::getPassRegistry());
724   }
725 
726   bool runOnFunction(Function &F) override;
727 
728   void getAnalysisUsage(AnalysisUsage &AU) const override;
729 
730   /// Query the result of the loop access information for the loop \p L.
731   ///
732   /// If there is no cached result available run the analysis.
733   const LoopAccessInfo &getInfo(Loop *L);
734 
releaseMemory()735   void releaseMemory() override {
736     // Invalidate the cache when the pass is freed.
737     LoopAccessInfoMap.clear();
738   }
739 
740   /// Print the result of the analysis when invoked with -analyze.
741   void print(raw_ostream &OS, const Module *M = nullptr) const override;
742 
743 private:
744   /// The cache.
745   DenseMap<Loop *, std::unique_ptr<LoopAccessInfo>> LoopAccessInfoMap;
746 
747   // The used analysis passes.
748   ScalarEvolution *SE;
749   const TargetLibraryInfo *TLI;
750   AliasAnalysis *AA;
751   DominatorTree *DT;
752   LoopInfo *LI;
753 };
754 
755 /// This analysis provides dependence information for the memory
756 /// accesses of a loop.
757 ///
758 /// It runs the analysis for a loop on demand.  This can be initiated by
759 /// querying the loop access info via AM.getResult<LoopAccessAnalysis>.
760 /// getResult return a LoopAccessInfo object.  See this class for the
761 /// specifics of what information is provided.
762 class LoopAccessAnalysis
763     : public AnalysisInfoMixin<LoopAccessAnalysis> {
764   friend AnalysisInfoMixin<LoopAccessAnalysis>;
765   static AnalysisKey Key;
766 
767 public:
768   typedef LoopAccessInfo Result;
769 
770   Result run(Loop &L, LoopAnalysisManager &AM, LoopStandardAnalysisResults &AR);
771 };
772 
getSource(const LoopAccessInfo & LAI)773 inline Instruction *MemoryDepChecker::Dependence::getSource(
774     const LoopAccessInfo &LAI) const {
775   return LAI.getDepChecker().getMemoryInstructions()[Source];
776 }
777 
getDestination(const LoopAccessInfo & LAI)778 inline Instruction *MemoryDepChecker::Dependence::getDestination(
779     const LoopAccessInfo &LAI) const {
780   return LAI.getDepChecker().getMemoryInstructions()[Destination];
781 }
782 
783 } // End llvm namespace
784 
785 #endif
786