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      1 //===----------- LoopVersioningLICM.cpp - LICM Loop Versioning ------------===//
      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 // When alias analysis is uncertain about the aliasing between any two accesses,
     11 // it will return MayAlias. This uncertainty from alias analysis restricts LICM
     12 // from proceeding further. In cases where alias analysis is uncertain we might
     13 // use loop versioning as an alternative.
     14 //
     15 // Loop Versioning will create a version of the loop with aggressive aliasing
     16 // assumptions in addition to the original with conservative (default) aliasing
     17 // assumptions. The version of the loop making aggressive aliasing assumptions
     18 // will have all the memory accesses marked as no-alias. These two versions of
     19 // loop will be preceded by a memory runtime check. This runtime check consists
     20 // of bound checks for all unique memory accessed in loop, and it ensures the
     21 // lack of memory aliasing. The result of the runtime check determines which of
     22 // the loop versions is executed: If the runtime check detects any memory
     23 // aliasing, then the original loop is executed. Otherwise, the version with
     24 // aggressive aliasing assumptions is used.
     25 //
     26 // Following are the top level steps:
     27 //
     28 // a) Perform LoopVersioningLICM's feasibility check.
     29 // b) If loop is a candidate for versioning then create a memory bound check,
     30 //    by considering all the memory accesses in loop body.
     31 // c) Clone original loop and set all memory accesses as no-alias in new loop.
     32 // d) Set original loop & versioned loop as a branch target of the runtime check
     33 //    result.
     34 //
     35 // It transforms loop as shown below:
     36 //
     37 //                         +----------------+
     38 //                         |Runtime Memcheck|
     39 //                         +----------------+
     40 //                                 |
     41 //              +----------+----------------+----------+
     42 //              |                                      |
     43 //    +---------+----------+               +-----------+----------+
     44 //    |Orig Loop Preheader |               |Cloned Loop Preheader |
     45 //    +--------------------+               +----------------------+
     46 //              |                                      |
     47 //    +--------------------+               +----------------------+
     48 //    |Orig Loop Body      |               |Cloned Loop Body      |
     49 //    +--------------------+               +----------------------+
     50 //              |                                      |
     51 //    +--------------------+               +----------------------+
     52 //    |Orig Loop Exit Block|               |Cloned Loop Exit Block|
     53 //    +--------------------+               +-----------+----------+
     54 //              |                                      |
     55 //              +----------+--------------+-----------+
     56 //                                 |
     57 //                           +-----+----+
     58 //                           |Join Block|
     59 //                           +----------+
     60 //
     61 //===----------------------------------------------------------------------===//
     62 
     63 #include "llvm/ADT/MapVector.h"
     64 #include "llvm/ADT/SmallPtrSet.h"
     65 #include "llvm/ADT/Statistic.h"
     66 #include "llvm/ADT/StringExtras.h"
     67 #include "llvm/Analysis/AliasAnalysis.h"
     68 #include "llvm/Analysis/AliasSetTracker.h"
     69 #include "llvm/Analysis/ConstantFolding.h"
     70 #include "llvm/Analysis/GlobalsModRef.h"
     71 #include "llvm/Analysis/LoopAccessAnalysis.h"
     72 #include "llvm/Analysis/LoopInfo.h"
     73 #include "llvm/Analysis/LoopPass.h"
     74 #include "llvm/Analysis/ScalarEvolution.h"
     75 #include "llvm/Analysis/ScalarEvolutionExpander.h"
     76 #include "llvm/Analysis/TargetLibraryInfo.h"
     77 #include "llvm/Analysis/ValueTracking.h"
     78 #include "llvm/Analysis/VectorUtils.h"
     79 #include "llvm/IR/Dominators.h"
     80 #include "llvm/IR/IntrinsicInst.h"
     81 #include "llvm/IR/MDBuilder.h"
     82 #include "llvm/IR/PatternMatch.h"
     83 #include "llvm/IR/PredIteratorCache.h"
     84 #include "llvm/IR/Type.h"
     85 #include "llvm/Support/Debug.h"
     86 #include "llvm/Support/raw_ostream.h"
     87 #include "llvm/Transforms/Scalar.h"
     88 #include "llvm/Transforms/Utils/BasicBlockUtils.h"
     89 #include "llvm/Transforms/Utils/Cloning.h"
     90 #include "llvm/Transforms/Utils/LoopUtils.h"
     91 #include "llvm/Transforms/Utils/LoopVersioning.h"
     92 #include "llvm/Transforms/Utils/ValueMapper.h"
     93 
     94 #define DEBUG_TYPE "loop-versioning-licm"
     95 static const char* LICMVersioningMetaData =
     96     "llvm.loop.licm_versioning.disable";
     97 
     98 using namespace llvm;
     99 
    100 /// Threshold minimum allowed percentage for possible
    101 /// invariant instructions in a loop.
    102 static cl::opt<float>
    103     LVInvarThreshold("licm-versioning-invariant-threshold",
    104                      cl::desc("LoopVersioningLICM's minimum allowed percentage"
    105                               "of possible invariant instructions per loop"),
    106                      cl::init(25), cl::Hidden);
    107 
    108 /// Threshold for maximum allowed loop nest/depth
    109 static cl::opt<unsigned> LVLoopDepthThreshold(
    110     "licm-versioning-max-depth-threshold",
    111     cl::desc(
    112         "LoopVersioningLICM's threshold for maximum allowed loop nest/depth"),
    113     cl::init(2), cl::Hidden);
    114 
    115 /// \brief Create MDNode for input string.
    116 static MDNode *createStringMetadata(Loop *TheLoop, StringRef Name, unsigned V) {
    117   LLVMContext &Context = TheLoop->getHeader()->getContext();
    118   Metadata *MDs[] = {
    119       MDString::get(Context, Name),
    120       ConstantAsMetadata::get(ConstantInt::get(Type::getInt32Ty(Context), V))};
    121   return MDNode::get(Context, MDs);
    122 }
    123 
    124 /// \brief Set input string into loop metadata by keeping other values intact.
    125 void llvm::addStringMetadataToLoop(Loop *TheLoop, const char *MDString,
    126                                    unsigned V) {
    127   SmallVector<Metadata *, 4> MDs(1);
    128   // If the loop already has metadata, retain it.
    129   MDNode *LoopID = TheLoop->getLoopID();
    130   if (LoopID) {
    131     for (unsigned i = 1, ie = LoopID->getNumOperands(); i < ie; ++i) {
    132       MDNode *Node = cast<MDNode>(LoopID->getOperand(i));
    133       MDs.push_back(Node);
    134     }
    135   }
    136   // Add new metadata.
    137   MDs.push_back(createStringMetadata(TheLoop, MDString, V));
    138   // Replace current metadata node with new one.
    139   LLVMContext &Context = TheLoop->getHeader()->getContext();
    140   MDNode *NewLoopID = MDNode::get(Context, MDs);
    141   // Set operand 0 to refer to the loop id itself.
    142   NewLoopID->replaceOperandWith(0, NewLoopID);
    143   TheLoop->setLoopID(NewLoopID);
    144 }
    145 
    146 namespace {
    147 struct LoopVersioningLICM : public LoopPass {
    148   static char ID;
    149 
    150   bool runOnLoop(Loop *L, LPPassManager &LPM) override;
    151 
    152   void getAnalysisUsage(AnalysisUsage &AU) const override {
    153     AU.setPreservesCFG();
    154     AU.addRequired<AAResultsWrapperPass>();
    155     AU.addRequired<DominatorTreeWrapperPass>();
    156     AU.addRequiredID(LCSSAID);
    157     AU.addRequired<LoopAccessLegacyAnalysis>();
    158     AU.addRequired<LoopInfoWrapperPass>();
    159     AU.addRequiredID(LoopSimplifyID);
    160     AU.addRequired<ScalarEvolutionWrapperPass>();
    161     AU.addRequired<TargetLibraryInfoWrapperPass>();
    162     AU.addPreserved<AAResultsWrapperPass>();
    163     AU.addPreserved<GlobalsAAWrapperPass>();
    164   }
    165 
    166   LoopVersioningLICM()
    167       : LoopPass(ID), AA(nullptr), SE(nullptr), LI(nullptr), DT(nullptr),
    168         TLI(nullptr), LAA(nullptr), LAI(nullptr), Changed(false),
    169         Preheader(nullptr), CurLoop(nullptr), CurAST(nullptr),
    170         LoopDepthThreshold(LVLoopDepthThreshold),
    171         InvariantThreshold(LVInvarThreshold), LoadAndStoreCounter(0),
    172         InvariantCounter(0), IsReadOnlyLoop(true) {
    173     initializeLoopVersioningLICMPass(*PassRegistry::getPassRegistry());
    174   }
    175 
    176   AliasAnalysis *AA;         // Current AliasAnalysis information
    177   ScalarEvolution *SE;       // Current ScalarEvolution
    178   LoopInfo *LI;              // Current LoopInfo
    179   DominatorTree *DT;         // Dominator Tree for the current Loop.
    180   TargetLibraryInfo *TLI;    // TargetLibraryInfo for constant folding.
    181   LoopAccessLegacyAnalysis *LAA;   // Current LoopAccessAnalysis
    182   const LoopAccessInfo *LAI; // Current Loop's LoopAccessInfo
    183 
    184   bool Changed;            // Set to true when we change anything.
    185   BasicBlock *Preheader;   // The preheader block of the current loop.
    186   Loop *CurLoop;           // The current loop we are working on.
    187   AliasSetTracker *CurAST; // AliasSet information for the current loop.
    188   ValueToValueMap Strides;
    189 
    190   unsigned LoopDepthThreshold;  // Maximum loop nest threshold
    191   float InvariantThreshold;     // Minimum invariant threshold
    192   unsigned LoadAndStoreCounter; // Counter to track num of load & store
    193   unsigned InvariantCounter;    // Counter to track num of invariant
    194   bool IsReadOnlyLoop;          // Read only loop marker.
    195 
    196   bool isLegalForVersioning();
    197   bool legalLoopStructure();
    198   bool legalLoopInstructions();
    199   bool legalLoopMemoryAccesses();
    200   bool isLoopAlreadyVisited();
    201   void setNoAliasToLoop(Loop *);
    202   bool instructionSafeForVersioning(Instruction *);
    203   const char *getPassName() const override { return "Loop Versioning"; }
    204 };
    205 }
    206 
    207 /// \brief Check loop structure and confirms it's good for LoopVersioningLICM.
    208 bool LoopVersioningLICM::legalLoopStructure() {
    209   // Loop must have a preheader, if not return false.
    210   if (!CurLoop->getLoopPreheader()) {
    211     DEBUG(dbgs() << "    loop preheader is missing\n");
    212     return false;
    213   }
    214   // Loop should be innermost loop, if not return false.
    215   if (CurLoop->getSubLoops().size()) {
    216     DEBUG(dbgs() << "    loop is not innermost\n");
    217     return false;
    218   }
    219   // Loop should have a single backedge, if not return false.
    220   if (CurLoop->getNumBackEdges() != 1) {
    221     DEBUG(dbgs() << "    loop has multiple backedges\n");
    222     return false;
    223   }
    224   // Loop must have a single exiting block, if not return false.
    225   if (!CurLoop->getExitingBlock()) {
    226     DEBUG(dbgs() << "    loop has multiple exiting block\n");
    227     return false;
    228   }
    229   // We only handle bottom-tested loop, i.e. loop in which the condition is
    230   // checked at the end of each iteration. With that we can assume that all
    231   // instructions in the loop are executed the same number of times.
    232   if (CurLoop->getExitingBlock() != CurLoop->getLoopLatch()) {
    233     DEBUG(dbgs() << "    loop is not bottom tested\n");
    234     return false;
    235   }
    236   // Parallel loops must not have aliasing loop-invariant memory accesses.
    237   // Hence we don't need to version anything in this case.
    238   if (CurLoop->isAnnotatedParallel()) {
    239     DEBUG(dbgs() << "    Parallel loop is not worth versioning\n");
    240     return false;
    241   }
    242   // Loop depth more then LoopDepthThreshold are not allowed
    243   if (CurLoop->getLoopDepth() > LoopDepthThreshold) {
    244     DEBUG(dbgs() << "    loop depth is more then threshold\n");
    245     return false;
    246   }
    247   // Loop should have a dedicated exit block, if not return false.
    248   if (!CurLoop->hasDedicatedExits()) {
    249     DEBUG(dbgs() << "    loop does not has dedicated exit blocks\n");
    250     return false;
    251   }
    252   // We need to be able to compute the loop trip count in order
    253   // to generate the bound checks.
    254   const SCEV *ExitCount = SE->getBackedgeTakenCount(CurLoop);
    255   if (ExitCount == SE->getCouldNotCompute()) {
    256     DEBUG(dbgs() << "    loop does not has trip count\n");
    257     return false;
    258   }
    259   return true;
    260 }
    261 
    262 /// \brief Check memory accesses in loop and confirms it's good for
    263 /// LoopVersioningLICM.
    264 bool LoopVersioningLICM::legalLoopMemoryAccesses() {
    265   bool HasMayAlias = false;
    266   bool TypeSafety = false;
    267   bool HasMod = false;
    268   // Memory check:
    269   // Transform phase will generate a versioned loop and also a runtime check to
    270   // ensure the pointers are independent and they dont alias.
    271   // In version variant of loop, alias meta data asserts that all access are
    272   // mutually independent.
    273   //
    274   // Pointers aliasing in alias domain are avoided because with multiple
    275   // aliasing domains we may not be able to hoist potential loop invariant
    276   // access out of the loop.
    277   //
    278   // Iterate over alias tracker sets, and confirm AliasSets doesn't have any
    279   // must alias set.
    280   for (const auto &I : *CurAST) {
    281     const AliasSet &AS = I;
    282     // Skip Forward Alias Sets, as this should be ignored as part of
    283     // the AliasSetTracker object.
    284     if (AS.isForwardingAliasSet())
    285       continue;
    286     // With MustAlias its not worth adding runtime bound check.
    287     if (AS.isMustAlias())
    288       return false;
    289     Value *SomePtr = AS.begin()->getValue();
    290     bool TypeCheck = true;
    291     // Check for Mod & MayAlias
    292     HasMayAlias |= AS.isMayAlias();
    293     HasMod |= AS.isMod();
    294     for (const auto &A : AS) {
    295       Value *Ptr = A.getValue();
    296       // Alias tracker should have pointers of same data type.
    297       TypeCheck = (TypeCheck && (SomePtr->getType() == Ptr->getType()));
    298     }
    299     // At least one alias tracker should have pointers of same data type.
    300     TypeSafety |= TypeCheck;
    301   }
    302   // Ensure types should be of same type.
    303   if (!TypeSafety) {
    304     DEBUG(dbgs() << "    Alias tracker type safety failed!\n");
    305     return false;
    306   }
    307   // Ensure loop body shouldn't be read only.
    308   if (!HasMod) {
    309     DEBUG(dbgs() << "    No memory modified in loop body\n");
    310     return false;
    311   }
    312   // Make sure alias set has may alias case.
    313   // If there no alias memory ambiguity, return false.
    314   if (!HasMayAlias) {
    315     DEBUG(dbgs() << "    No ambiguity in memory access.\n");
    316     return false;
    317   }
    318   return true;
    319 }
    320 
    321 /// \brief Check loop instructions safe for Loop versioning.
    322 /// It returns true if it's safe else returns false.
    323 /// Consider following:
    324 /// 1) Check all load store in loop body are non atomic & non volatile.
    325 /// 2) Check function call safety, by ensuring its not accessing memory.
    326 /// 3) Loop body shouldn't have any may throw instruction.
    327 bool LoopVersioningLICM::instructionSafeForVersioning(Instruction *I) {
    328   assert(I != nullptr && "Null instruction found!");
    329   // Check function call safety
    330   if (isa<CallInst>(I) && !AA->doesNotAccessMemory(CallSite(I))) {
    331     DEBUG(dbgs() << "    Unsafe call site found.\n");
    332     return false;
    333   }
    334   // Avoid loops with possiblity of throw
    335   if (I->mayThrow()) {
    336     DEBUG(dbgs() << "    May throw instruction found in loop body\n");
    337     return false;
    338   }
    339   // If current instruction is load instructions
    340   // make sure it's a simple load (non atomic & non volatile)
    341   if (I->mayReadFromMemory()) {
    342     LoadInst *Ld = dyn_cast<LoadInst>(I);
    343     if (!Ld || !Ld->isSimple()) {
    344       DEBUG(dbgs() << "    Found a non-simple load.\n");
    345       return false;
    346     }
    347     LoadAndStoreCounter++;
    348     Value *Ptr = Ld->getPointerOperand();
    349     // Check loop invariant.
    350     if (SE->isLoopInvariant(SE->getSCEV(Ptr), CurLoop))
    351       InvariantCounter++;
    352   }
    353   // If current instruction is store instruction
    354   // make sure it's a simple store (non atomic & non volatile)
    355   else if (I->mayWriteToMemory()) {
    356     StoreInst *St = dyn_cast<StoreInst>(I);
    357     if (!St || !St->isSimple()) {
    358       DEBUG(dbgs() << "    Found a non-simple store.\n");
    359       return false;
    360     }
    361     LoadAndStoreCounter++;
    362     Value *Ptr = St->getPointerOperand();
    363     // Check loop invariant.
    364     if (SE->isLoopInvariant(SE->getSCEV(Ptr), CurLoop))
    365       InvariantCounter++;
    366 
    367     IsReadOnlyLoop = false;
    368   }
    369   return true;
    370 }
    371 
    372 /// \brief Check loop instructions and confirms it's good for
    373 /// LoopVersioningLICM.
    374 bool LoopVersioningLICM::legalLoopInstructions() {
    375   // Resetting counters.
    376   LoadAndStoreCounter = 0;
    377   InvariantCounter = 0;
    378   IsReadOnlyLoop = true;
    379   // Iterate over loop blocks and instructions of each block and check
    380   // instruction safety.
    381   for (auto *Block : CurLoop->getBlocks())
    382     for (auto &Inst : *Block) {
    383       // If instruction is unsafe just return false.
    384       if (!instructionSafeForVersioning(&Inst))
    385         return false;
    386     }
    387   // Get LoopAccessInfo from current loop.
    388   LAI = &LAA->getInfo(CurLoop);
    389   // Check LoopAccessInfo for need of runtime check.
    390   if (LAI->getRuntimePointerChecking()->getChecks().empty()) {
    391     DEBUG(dbgs() << "    LAA: Runtime check not found !!\n");
    392     return false;
    393   }
    394   // Number of runtime-checks should be less then RuntimeMemoryCheckThreshold
    395   if (LAI->getNumRuntimePointerChecks() >
    396       VectorizerParams::RuntimeMemoryCheckThreshold) {
    397     DEBUG(dbgs() << "    LAA: Runtime checks are more than threshold !!\n");
    398     return false;
    399   }
    400   // Loop should have at least one invariant load or store instruction.
    401   if (!InvariantCounter) {
    402     DEBUG(dbgs() << "    Invariant not found !!\n");
    403     return false;
    404   }
    405   // Read only loop not allowed.
    406   if (IsReadOnlyLoop) {
    407     DEBUG(dbgs() << "    Found a read-only loop!\n");
    408     return false;
    409   }
    410   // Profitablity check:
    411   // Check invariant threshold, should be in limit.
    412   if (InvariantCounter * 100 < InvariantThreshold * LoadAndStoreCounter) {
    413     DEBUG(dbgs()
    414           << "    Invariant load & store are less then defined threshold\n");
    415     DEBUG(dbgs() << "    Invariant loads & stores: "
    416                  << ((InvariantCounter * 100) / LoadAndStoreCounter) << "%\n");
    417     DEBUG(dbgs() << "    Invariant loads & store threshold: "
    418                  << InvariantThreshold << "%\n");
    419     return false;
    420   }
    421   return true;
    422 }
    423 
    424 /// \brief It checks loop is already visited or not.
    425 /// check loop meta data, if loop revisited return true
    426 /// else false.
    427 bool LoopVersioningLICM::isLoopAlreadyVisited() {
    428   // Check LoopVersioningLICM metadata into loop
    429   if (findStringMetadataForLoop(CurLoop, LICMVersioningMetaData)) {
    430     return true;
    431   }
    432   return false;
    433 }
    434 
    435 /// \brief Checks legality for LoopVersioningLICM by considering following:
    436 /// a) loop structure legality   b) loop instruction legality
    437 /// c) loop memory access legality.
    438 /// Return true if legal else returns false.
    439 bool LoopVersioningLICM::isLegalForVersioning() {
    440   DEBUG(dbgs() << "Loop: " << *CurLoop);
    441   // Make sure not re-visiting same loop again.
    442   if (isLoopAlreadyVisited()) {
    443     DEBUG(
    444         dbgs() << "    Revisiting loop in LoopVersioningLICM not allowed.\n\n");
    445     return false;
    446   }
    447   // Check loop structure leagality.
    448   if (!legalLoopStructure()) {
    449     DEBUG(
    450         dbgs() << "    Loop structure not suitable for LoopVersioningLICM\n\n");
    451     return false;
    452   }
    453   // Check loop instruction leagality.
    454   if (!legalLoopInstructions()) {
    455     DEBUG(dbgs()
    456           << "    Loop instructions not suitable for LoopVersioningLICM\n\n");
    457     return false;
    458   }
    459   // Check loop memory access leagality.
    460   if (!legalLoopMemoryAccesses()) {
    461     DEBUG(dbgs()
    462           << "    Loop memory access not suitable for LoopVersioningLICM\n\n");
    463     return false;
    464   }
    465   // Loop versioning is feasible, return true.
    466   DEBUG(dbgs() << "    Loop Versioning found to be beneficial\n\n");
    467   return true;
    468 }
    469 
    470 /// \brief Update loop with aggressive aliasing assumptions.
    471 /// It marks no-alias to any pairs of memory operations by assuming
    472 /// loop should not have any must-alias memory accesses pairs.
    473 /// During LoopVersioningLICM legality we ignore loops having must
    474 /// aliasing memory accesses.
    475 void LoopVersioningLICM::setNoAliasToLoop(Loop *VerLoop) {
    476   // Get latch terminator instruction.
    477   Instruction *I = VerLoop->getLoopLatch()->getTerminator();
    478   // Create alias scope domain.
    479   MDBuilder MDB(I->getContext());
    480   MDNode *NewDomain = MDB.createAnonymousAliasScopeDomain("LVDomain");
    481   StringRef Name = "LVAliasScope";
    482   SmallVector<Metadata *, 4> Scopes, NoAliases;
    483   MDNode *NewScope = MDB.createAnonymousAliasScope(NewDomain, Name);
    484   // Iterate over each instruction of loop.
    485   // set no-alias for all load & store instructions.
    486   for (auto *Block : CurLoop->getBlocks()) {
    487     for (auto &Inst : *Block) {
    488       // Only interested in instruction that may modify or read memory.
    489       if (!Inst.mayReadFromMemory() && !Inst.mayWriteToMemory())
    490         continue;
    491       Scopes.push_back(NewScope);
    492       NoAliases.push_back(NewScope);
    493       // Set no-alias for current instruction.
    494       Inst.setMetadata(
    495           LLVMContext::MD_noalias,
    496           MDNode::concatenate(Inst.getMetadata(LLVMContext::MD_noalias),
    497                               MDNode::get(Inst.getContext(), NoAliases)));
    498       // set alias-scope for current instruction.
    499       Inst.setMetadata(
    500           LLVMContext::MD_alias_scope,
    501           MDNode::concatenate(Inst.getMetadata(LLVMContext::MD_alias_scope),
    502                               MDNode::get(Inst.getContext(), Scopes)));
    503     }
    504   }
    505 }
    506 
    507 bool LoopVersioningLICM::runOnLoop(Loop *L, LPPassManager &LPM) {
    508   if (skipLoop(L))
    509     return false;
    510   Changed = false;
    511   // Get Analysis information.
    512   LI = &getAnalysis<LoopInfoWrapperPass>().getLoopInfo();
    513   AA = &getAnalysis<AAResultsWrapperPass>().getAAResults();
    514   SE = &getAnalysis<ScalarEvolutionWrapperPass>().getSE();
    515   DT = &getAnalysis<DominatorTreeWrapperPass>().getDomTree();
    516   TLI = &getAnalysis<TargetLibraryInfoWrapperPass>().getTLI();
    517   LAA = &getAnalysis<LoopAccessLegacyAnalysis>();
    518   LAI = nullptr;
    519   // Set Current Loop
    520   CurLoop = L;
    521   // Get the preheader block.
    522   Preheader = L->getLoopPreheader();
    523   // Initial allocation
    524   CurAST = new AliasSetTracker(*AA);
    525 
    526   // Loop over the body of this loop, construct AST.
    527   for (auto *Block : L->getBlocks()) {
    528     if (LI->getLoopFor(Block) == L) // Ignore blocks in subloop.
    529       CurAST->add(*Block);          // Incorporate the specified basic block
    530   }
    531   // Check feasiblity of LoopVersioningLICM.
    532   // If versioning found to be feasible and beneficial then proceed
    533   // else simply return, by cleaning up memory.
    534   if (isLegalForVersioning()) {
    535     // Do loop versioning.
    536     // Create memcheck for memory accessed inside loop.
    537     // Clone original loop, and set blocks properly.
    538     LoopVersioning LVer(*LAI, CurLoop, LI, DT, SE, true);
    539     LVer.versionLoop();
    540     // Set Loop Versioning metaData for original loop.
    541     addStringMetadataToLoop(LVer.getNonVersionedLoop(), LICMVersioningMetaData);
    542     // Set Loop Versioning metaData for version loop.
    543     addStringMetadataToLoop(LVer.getVersionedLoop(), LICMVersioningMetaData);
    544     // Set "llvm.mem.parallel_loop_access" metaData to versioned loop.
    545     addStringMetadataToLoop(LVer.getVersionedLoop(),
    546                             "llvm.mem.parallel_loop_access");
    547     // Update version loop with aggressive aliasing assumption.
    548     setNoAliasToLoop(LVer.getVersionedLoop());
    549     Changed = true;
    550   }
    551   // Delete allocated memory.
    552   delete CurAST;
    553   return Changed;
    554 }
    555 
    556 char LoopVersioningLICM::ID = 0;
    557 INITIALIZE_PASS_BEGIN(LoopVersioningLICM, "loop-versioning-licm",
    558                       "Loop Versioning For LICM", false, false)
    559 INITIALIZE_PASS_DEPENDENCY(AAResultsWrapperPass)
    560 INITIALIZE_PASS_DEPENDENCY(DominatorTreeWrapperPass)
    561 INITIALIZE_PASS_DEPENDENCY(GlobalsAAWrapperPass)
    562 INITIALIZE_PASS_DEPENDENCY(LCSSAWrapperPass)
    563 INITIALIZE_PASS_DEPENDENCY(LoopAccessLegacyAnalysis)
    564 INITIALIZE_PASS_DEPENDENCY(LoopInfoWrapperPass)
    565 INITIALIZE_PASS_DEPENDENCY(LoopSimplify)
    566 INITIALIZE_PASS_DEPENDENCY(ScalarEvolutionWrapperPass)
    567 INITIALIZE_PASS_DEPENDENCY(TargetLibraryInfoWrapperPass)
    568 INITIALIZE_PASS_END(LoopVersioningLICM, "loop-versioning-licm",
    569                     "Loop Versioning For LICM", false, false)
    570 
    571 Pass *llvm::createLoopVersioningLICMPass() { return new LoopVersioningLICM(); }
    572