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      1 //===- LoopDistribute.cpp - Loop Distribution Pass ------------------------===//
      2 //
      3 // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
      4 // See https://llvm.org/LICENSE.txt for license information.
      5 // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
      6 //
      7 //===----------------------------------------------------------------------===//
      8 //
      9 // This file implements the Loop Distribution Pass.  Its main focus is to
     10 // distribute loops that cannot be vectorized due to dependence cycles.  It
     11 // tries to isolate the offending dependences into a new loop allowing
     12 // vectorization of the remaining parts.
     13 //
     14 // For dependence analysis, the pass uses the LoopVectorizer's
     15 // LoopAccessAnalysis.  Because this analysis presumes no change in the order of
     16 // memory operations, special care is taken to preserve the lexical order of
     17 // these operations.
     18 //
     19 // Similarly to the Vectorizer, the pass also supports loop versioning to
     20 // run-time disambiguate potentially overlapping arrays.
     21 //
     22 //===----------------------------------------------------------------------===//
     23 
     24 #include "llvm/Transforms/Scalar/LoopDistribute.h"
     25 #include "llvm/ADT/DenseMap.h"
     26 #include "llvm/ADT/DepthFirstIterator.h"
     27 #include "llvm/ADT/EquivalenceClasses.h"
     28 #include "llvm/ADT/Optional.h"
     29 #include "llvm/ADT/STLExtras.h"
     30 #include "llvm/ADT/SmallPtrSet.h"
     31 #include "llvm/ADT/SmallVector.h"
     32 #include "llvm/ADT/Statistic.h"
     33 #include "llvm/ADT/StringRef.h"
     34 #include "llvm/ADT/Twine.h"
     35 #include "llvm/ADT/iterator_range.h"
     36 #include "llvm/Analysis/AssumptionCache.h"
     37 #include "llvm/Analysis/GlobalsModRef.h"
     38 #include "llvm/Analysis/LoopAccessAnalysis.h"
     39 #include "llvm/Analysis/LoopAnalysisManager.h"
     40 #include "llvm/Analysis/LoopInfo.h"
     41 #include "llvm/Analysis/OptimizationRemarkEmitter.h"
     42 #include "llvm/Analysis/ScalarEvolution.h"
     43 #include "llvm/Analysis/TargetLibraryInfo.h"
     44 #include "llvm/Analysis/TargetTransformInfo.h"
     45 #include "llvm/IR/BasicBlock.h"
     46 #include "llvm/IR/Constants.h"
     47 #include "llvm/IR/DiagnosticInfo.h"
     48 #include "llvm/IR/Dominators.h"
     49 #include "llvm/IR/Function.h"
     50 #include "llvm/IR/InstrTypes.h"
     51 #include "llvm/IR/Instruction.h"
     52 #include "llvm/IR/Instructions.h"
     53 #include "llvm/IR/LLVMContext.h"
     54 #include "llvm/IR/Metadata.h"
     55 #include "llvm/IR/PassManager.h"
     56 #include "llvm/IR/Value.h"
     57 #include "llvm/InitializePasses.h"
     58 #include "llvm/Pass.h"
     59 #include "llvm/Support/Casting.h"
     60 #include "llvm/Support/CommandLine.h"
     61 #include "llvm/Support/Debug.h"
     62 #include "llvm/Support/raw_ostream.h"
     63 #include "llvm/Transforms/Scalar.h"
     64 #include "llvm/Transforms/Utils/BasicBlockUtils.h"
     65 #include "llvm/Transforms/Utils/Cloning.h"
     66 #include "llvm/Transforms/Utils/LoopUtils.h"
     67 #include "llvm/Transforms/Utils/LoopVersioning.h"
     68 #include "llvm/Transforms/Utils/ValueMapper.h"
     69 #include <cassert>
     70 #include <functional>
     71 #include <list>
     72 #include <tuple>
     73 #include <utility>
     74 
     75 using namespace llvm;
     76 
     77 #define LDIST_NAME "loop-distribute"
     78 #define DEBUG_TYPE LDIST_NAME
     79 
     80 /// @{
     81 /// Metadata attribute names
     82 static const char *const LLVMLoopDistributeFollowupAll =
     83     "llvm.loop.distribute.followup_all";
     84 static const char *const LLVMLoopDistributeFollowupCoincident =
     85     "llvm.loop.distribute.followup_coincident";
     86 static const char *const LLVMLoopDistributeFollowupSequential =
     87     "llvm.loop.distribute.followup_sequential";
     88 static const char *const LLVMLoopDistributeFollowupFallback =
     89     "llvm.loop.distribute.followup_fallback";
     90 /// @}
     91 
     92 static cl::opt<bool>
     93     LDistVerify("loop-distribute-verify", cl::Hidden,
     94                 cl::desc("Turn on DominatorTree and LoopInfo verification "
     95                          "after Loop Distribution"),
     96                 cl::init(false));
     97 
     98 static cl::opt<bool> DistributeNonIfConvertible(
     99     "loop-distribute-non-if-convertible", cl::Hidden,
    100     cl::desc("Whether to distribute into a loop that may not be "
    101              "if-convertible by the loop vectorizer"),
    102     cl::init(false));
    103 
    104 static cl::opt<unsigned> DistributeSCEVCheckThreshold(
    105     "loop-distribute-scev-check-threshold", cl::init(8), cl::Hidden,
    106     cl::desc("The maximum number of SCEV checks allowed for Loop "
    107              "Distribution"));
    108 
    109 static cl::opt<unsigned> PragmaDistributeSCEVCheckThreshold(
    110     "loop-distribute-scev-check-threshold-with-pragma", cl::init(128),
    111     cl::Hidden,
    112     cl::desc(
    113         "The maximum number of SCEV checks allowed for Loop "
    114         "Distribution for loop marked with #pragma loop distribute(enable)"));
    115 
    116 static cl::opt<bool> EnableLoopDistribute(
    117     "enable-loop-distribute", cl::Hidden,
    118     cl::desc("Enable the new, experimental LoopDistribution Pass"),
    119     cl::init(false));
    120 
    121 STATISTIC(NumLoopsDistributed, "Number of loops distributed");
    122 
    123 namespace {
    124 
    125 /// Maintains the set of instructions of the loop for a partition before
    126 /// cloning.  After cloning, it hosts the new loop.
    127 class InstPartition {
    128   using InstructionSet = SmallPtrSet<Instruction *, 8>;
    129 
    130 public:
    131   InstPartition(Instruction *I, Loop *L, bool DepCycle = false)
    132       : DepCycle(DepCycle), OrigLoop(L) {
    133     Set.insert(I);
    134   }
    135 
    136   /// Returns whether this partition contains a dependence cycle.
    137   bool hasDepCycle() const { return DepCycle; }
    138 
    139   /// Adds an instruction to this partition.
    140   void add(Instruction *I) { Set.insert(I); }
    141 
    142   /// Collection accessors.
    143   InstructionSet::iterator begin() { return Set.begin(); }
    144   InstructionSet::iterator end() { return Set.end(); }
    145   InstructionSet::const_iterator begin() const { return Set.begin(); }
    146   InstructionSet::const_iterator end() const { return Set.end(); }
    147   bool empty() const { return Set.empty(); }
    148 
    149   /// Moves this partition into \p Other.  This partition becomes empty
    150   /// after this.
    151   void moveTo(InstPartition &Other) {
    152     Other.Set.insert(Set.begin(), Set.end());
    153     Set.clear();
    154     Other.DepCycle |= DepCycle;
    155   }
    156 
    157   /// Populates the partition with a transitive closure of all the
    158   /// instructions that the seeded instructions dependent on.
    159   void populateUsedSet() {
    160     // FIXME: We currently don't use control-dependence but simply include all
    161     // blocks (possibly empty at the end) and let simplifycfg mostly clean this
    162     // up.
    163     for (auto *B : OrigLoop->getBlocks())
    164       Set.insert(B->getTerminator());
    165 
    166     // Follow the use-def chains to form a transitive closure of all the
    167     // instructions that the originally seeded instructions depend on.
    168     SmallVector<Instruction *, 8> Worklist(Set.begin(), Set.end());
    169     while (!Worklist.empty()) {
    170       Instruction *I = Worklist.pop_back_val();
    171       // Insert instructions from the loop that we depend on.
    172       for (Value *V : I->operand_values()) {
    173         auto *I = dyn_cast<Instruction>(V);
    174         if (I && OrigLoop->contains(I->getParent()) && Set.insert(I).second)
    175           Worklist.push_back(I);
    176       }
    177     }
    178   }
    179 
    180   /// Clones the original loop.
    181   ///
    182   /// Updates LoopInfo and DominatorTree using the information that block \p
    183   /// LoopDomBB dominates the loop.
    184   Loop *cloneLoopWithPreheader(BasicBlock *InsertBefore, BasicBlock *LoopDomBB,
    185                                unsigned Index, LoopInfo *LI,
    186                                DominatorTree *DT) {
    187     ClonedLoop = ::cloneLoopWithPreheader(InsertBefore, LoopDomBB, OrigLoop,
    188                                           VMap, Twine(".ldist") + Twine(Index),
    189                                           LI, DT, ClonedLoopBlocks);
    190     return ClonedLoop;
    191   }
    192 
    193   /// The cloned loop.  If this partition is mapped to the original loop,
    194   /// this is null.
    195   const Loop *getClonedLoop() const { return ClonedLoop; }
    196 
    197   /// Returns the loop where this partition ends up after distribution.
    198   /// If this partition is mapped to the original loop then use the block from
    199   /// the loop.
    200   Loop *getDistributedLoop() const {
    201     return ClonedLoop ? ClonedLoop : OrigLoop;
    202   }
    203 
    204   /// The VMap that is populated by cloning and then used in
    205   /// remapinstruction to remap the cloned instructions.
    206   ValueToValueMapTy &getVMap() { return VMap; }
    207 
    208   /// Remaps the cloned instructions using VMap.
    209   void remapInstructions() {
    210     remapInstructionsInBlocks(ClonedLoopBlocks, VMap);
    211   }
    212 
    213   /// Based on the set of instructions selected for this partition,
    214   /// removes the unnecessary ones.
    215   void removeUnusedInsts() {
    216     SmallVector<Instruction *, 8> Unused;
    217 
    218     for (auto *Block : OrigLoop->getBlocks())
    219       for (auto &Inst : *Block)
    220         if (!Set.count(&Inst)) {
    221           Instruction *NewInst = &Inst;
    222           if (!VMap.empty())
    223             NewInst = cast<Instruction>(VMap[NewInst]);
    224 
    225           assert(!isa<BranchInst>(NewInst) &&
    226                  "Branches are marked used early on");
    227           Unused.push_back(NewInst);
    228         }
    229 
    230     // Delete the instructions backwards, as it has a reduced likelihood of
    231     // having to update as many def-use and use-def chains.
    232     for (auto *Inst : reverse(Unused)) {
    233       if (!Inst->use_empty())
    234         Inst->replaceAllUsesWith(UndefValue::get(Inst->getType()));
    235       Inst->eraseFromParent();
    236     }
    237   }
    238 
    239   void print() const {
    240     if (DepCycle)
    241       dbgs() << "  (cycle)\n";
    242     for (auto *I : Set)
    243       // Prefix with the block name.
    244       dbgs() << "  " << I->getParent()->getName() << ":" << *I << "\n";
    245   }
    246 
    247   void printBlocks() const {
    248     for (auto *BB : getDistributedLoop()->getBlocks())
    249       dbgs() << *BB;
    250   }
    251 
    252 private:
    253   /// Instructions from OrigLoop selected for this partition.
    254   InstructionSet Set;
    255 
    256   /// Whether this partition contains a dependence cycle.
    257   bool DepCycle;
    258 
    259   /// The original loop.
    260   Loop *OrigLoop;
    261 
    262   /// The cloned loop.  If this partition is mapped to the original loop,
    263   /// this is null.
    264   Loop *ClonedLoop = nullptr;
    265 
    266   /// The blocks of ClonedLoop including the preheader.  If this
    267   /// partition is mapped to the original loop, this is empty.
    268   SmallVector<BasicBlock *, 8> ClonedLoopBlocks;
    269 
    270   /// These gets populated once the set of instructions have been
    271   /// finalized. If this partition is mapped to the original loop, these are not
    272   /// set.
    273   ValueToValueMapTy VMap;
    274 };
    275 
    276 /// Holds the set of Partitions.  It populates them, merges them and then
    277 /// clones the loops.
    278 class InstPartitionContainer {
    279   using InstToPartitionIdT = DenseMap<Instruction *, int>;
    280 
    281 public:
    282   InstPartitionContainer(Loop *L, LoopInfo *LI, DominatorTree *DT)
    283       : L(L), LI(LI), DT(DT) {}
    284 
    285   /// Returns the number of partitions.
    286   unsigned getSize() const { return PartitionContainer.size(); }
    287 
    288   /// Adds \p Inst into the current partition if that is marked to
    289   /// contain cycles.  Otherwise start a new partition for it.
    290   void addToCyclicPartition(Instruction *Inst) {
    291     // If the current partition is non-cyclic.  Start a new one.
    292     if (PartitionContainer.empty() || !PartitionContainer.back().hasDepCycle())
    293       PartitionContainer.emplace_back(Inst, L, /*DepCycle=*/true);
    294     else
    295       PartitionContainer.back().add(Inst);
    296   }
    297 
    298   /// Adds \p Inst into a partition that is not marked to contain
    299   /// dependence cycles.
    300   ///
    301   //  Initially we isolate memory instructions into as many partitions as
    302   //  possible, then later we may merge them back together.
    303   void addToNewNonCyclicPartition(Instruction *Inst) {
    304     PartitionContainer.emplace_back(Inst, L);
    305   }
    306 
    307   /// Merges adjacent non-cyclic partitions.
    308   ///
    309   /// The idea is that we currently only want to isolate the non-vectorizable
    310   /// partition.  We could later allow more distribution among these partition
    311   /// too.
    312   void mergeAdjacentNonCyclic() {
    313     mergeAdjacentPartitionsIf(
    314         [](const InstPartition *P) { return !P->hasDepCycle(); });
    315   }
    316 
    317   /// If a partition contains only conditional stores, we won't vectorize
    318   /// it.  Try to merge it with a previous cyclic partition.
    319   void mergeNonIfConvertible() {
    320     mergeAdjacentPartitionsIf([&](const InstPartition *Partition) {
    321       if (Partition->hasDepCycle())
    322         return true;
    323 
    324       // Now, check if all stores are conditional in this partition.
    325       bool seenStore = false;
    326 
    327       for (auto *Inst : *Partition)
    328         if (isa<StoreInst>(Inst)) {
    329           seenStore = true;
    330           if (!LoopAccessInfo::blockNeedsPredication(Inst->getParent(), L, DT))
    331             return false;
    332         }
    333       return seenStore;
    334     });
    335   }
    336 
    337   /// Merges the partitions according to various heuristics.
    338   void mergeBeforePopulating() {
    339     mergeAdjacentNonCyclic();
    340     if (!DistributeNonIfConvertible)
    341       mergeNonIfConvertible();
    342   }
    343 
    344   /// Merges partitions in order to ensure that no loads are duplicated.
    345   ///
    346   /// We can't duplicate loads because that could potentially reorder them.
    347   /// LoopAccessAnalysis provides dependency information with the context that
    348   /// the order of memory operation is preserved.
    349   ///
    350   /// Return if any partitions were merged.
    351   bool mergeToAvoidDuplicatedLoads() {
    352     using LoadToPartitionT = DenseMap<Instruction *, InstPartition *>;
    353     using ToBeMergedT = EquivalenceClasses<InstPartition *>;
    354 
    355     LoadToPartitionT LoadToPartition;
    356     ToBeMergedT ToBeMerged;
    357 
    358     // Step through the partitions and create equivalence between partitions
    359     // that contain the same load.  Also put partitions in between them in the
    360     // same equivalence class to avoid reordering of memory operations.
    361     for (PartitionContainerT::iterator I = PartitionContainer.begin(),
    362                                        E = PartitionContainer.end();
    363          I != E; ++I) {
    364       auto *PartI = &*I;
    365 
    366       // If a load occurs in two partitions PartI and PartJ, merge all
    367       // partitions (PartI, PartJ] into PartI.
    368       for (Instruction *Inst : *PartI)
    369         if (isa<LoadInst>(Inst)) {
    370           bool NewElt;
    371           LoadToPartitionT::iterator LoadToPart;
    372 
    373           std::tie(LoadToPart, NewElt) =
    374               LoadToPartition.insert(std::make_pair(Inst, PartI));
    375           if (!NewElt) {
    376             LLVM_DEBUG(dbgs()
    377                        << "Merging partitions due to this load in multiple "
    378                        << "partitions: " << PartI << ", " << LoadToPart->second
    379                        << "\n"
    380                        << *Inst << "\n");
    381 
    382             auto PartJ = I;
    383             do {
    384               --PartJ;
    385               ToBeMerged.unionSets(PartI, &*PartJ);
    386             } while (&*PartJ != LoadToPart->second);
    387           }
    388         }
    389     }
    390     if (ToBeMerged.empty())
    391       return false;
    392 
    393     // Merge the member of an equivalence class into its class leader.  This
    394     // makes the members empty.
    395     for (ToBeMergedT::iterator I = ToBeMerged.begin(), E = ToBeMerged.end();
    396          I != E; ++I) {
    397       if (!I->isLeader())
    398         continue;
    399 
    400       auto PartI = I->getData();
    401       for (auto PartJ : make_range(std::next(ToBeMerged.member_begin(I)),
    402                                    ToBeMerged.member_end())) {
    403         PartJ->moveTo(*PartI);
    404       }
    405     }
    406 
    407     // Remove the empty partitions.
    408     PartitionContainer.remove_if(
    409         [](const InstPartition &P) { return P.empty(); });
    410 
    411     return true;
    412   }
    413 
    414   /// Sets up the mapping between instructions to partitions.  If the
    415   /// instruction is duplicated across multiple partitions, set the entry to -1.
    416   void setupPartitionIdOnInstructions() {
    417     int PartitionID = 0;
    418     for (const auto &Partition : PartitionContainer) {
    419       for (Instruction *Inst : Partition) {
    420         bool NewElt;
    421         InstToPartitionIdT::iterator Iter;
    422 
    423         std::tie(Iter, NewElt) =
    424             InstToPartitionId.insert(std::make_pair(Inst, PartitionID));
    425         if (!NewElt)
    426           Iter->second = -1;
    427       }
    428       ++PartitionID;
    429     }
    430   }
    431 
    432   /// Populates the partition with everything that the seeding
    433   /// instructions require.
    434   void populateUsedSet() {
    435     for (auto &P : PartitionContainer)
    436       P.populateUsedSet();
    437   }
    438 
    439   /// This performs the main chunk of the work of cloning the loops for
    440   /// the partitions.
    441   void cloneLoops() {
    442     BasicBlock *OrigPH = L->getLoopPreheader();
    443     // At this point the predecessor of the preheader is either the memcheck
    444     // block or the top part of the original preheader.
    445     BasicBlock *Pred = OrigPH->getSinglePredecessor();
    446     assert(Pred && "Preheader does not have a single predecessor");
    447     BasicBlock *ExitBlock = L->getExitBlock();
    448     assert(ExitBlock && "No single exit block");
    449     Loop *NewLoop;
    450 
    451     assert(!PartitionContainer.empty() && "at least two partitions expected");
    452     // We're cloning the preheader along with the loop so we already made sure
    453     // it was empty.
    454     assert(&*OrigPH->begin() == OrigPH->getTerminator() &&
    455            "preheader not empty");
    456 
    457     // Preserve the original loop ID for use after the transformation.
    458     MDNode *OrigLoopID = L->getLoopID();
    459 
    460     // Create a loop for each partition except the last.  Clone the original
    461     // loop before PH along with adding a preheader for the cloned loop.  Then
    462     // update PH to point to the newly added preheader.
    463     BasicBlock *TopPH = OrigPH;
    464     unsigned Index = getSize() - 1;
    465     for (auto I = std::next(PartitionContainer.rbegin()),
    466               E = PartitionContainer.rend();
    467          I != E; ++I, --Index, TopPH = NewLoop->getLoopPreheader()) {
    468       auto *Part = &*I;
    469 
    470       NewLoop = Part->cloneLoopWithPreheader(TopPH, Pred, Index, LI, DT);
    471 
    472       Part->getVMap()[ExitBlock] = TopPH;
    473       Part->remapInstructions();
    474       setNewLoopID(OrigLoopID, Part);
    475     }
    476     Pred->getTerminator()->replaceUsesOfWith(OrigPH, TopPH);
    477 
    478     // Also set a new loop ID for the last loop.
    479     setNewLoopID(OrigLoopID, &PartitionContainer.back());
    480 
    481     // Now go in forward order and update the immediate dominator for the
    482     // preheaders with the exiting block of the previous loop.  Dominance
    483     // within the loop is updated in cloneLoopWithPreheader.
    484     for (auto Curr = PartitionContainer.cbegin(),
    485               Next = std::next(PartitionContainer.cbegin()),
    486               E = PartitionContainer.cend();
    487          Next != E; ++Curr, ++Next)
    488       DT->changeImmediateDominator(
    489           Next->getDistributedLoop()->getLoopPreheader(),
    490           Curr->getDistributedLoop()->getExitingBlock());
    491   }
    492 
    493   /// Removes the dead instructions from the cloned loops.
    494   void removeUnusedInsts() {
    495     for (auto &Partition : PartitionContainer)
    496       Partition.removeUnusedInsts();
    497   }
    498 
    499   /// For each memory pointer, it computes the partitionId the pointer is
    500   /// used in.
    501   ///
    502   /// This returns an array of int where the I-th entry corresponds to I-th
    503   /// entry in LAI.getRuntimePointerCheck().  If the pointer is used in multiple
    504   /// partitions its entry is set to -1.
    505   SmallVector<int, 8>
    506   computePartitionSetForPointers(const LoopAccessInfo &LAI) {
    507     const RuntimePointerChecking *RtPtrCheck = LAI.getRuntimePointerChecking();
    508 
    509     unsigned N = RtPtrCheck->Pointers.size();
    510     SmallVector<int, 8> PtrToPartitions(N);
    511     for (unsigned I = 0; I < N; ++I) {
    512       Value *Ptr = RtPtrCheck->Pointers[I].PointerValue;
    513       auto Instructions =
    514           LAI.getInstructionsForAccess(Ptr, RtPtrCheck->Pointers[I].IsWritePtr);
    515 
    516       int &Partition = PtrToPartitions[I];
    517       // First set it to uninitialized.
    518       Partition = -2;
    519       for (Instruction *Inst : Instructions) {
    520         // Note that this could be -1 if Inst is duplicated across multiple
    521         // partitions.
    522         int ThisPartition = this->InstToPartitionId[Inst];
    523         if (Partition == -2)
    524           Partition = ThisPartition;
    525         // -1 means belonging to multiple partitions.
    526         else if (Partition == -1)
    527           break;
    528         else if (Partition != (int)ThisPartition)
    529           Partition = -1;
    530       }
    531       assert(Partition != -2 && "Pointer not belonging to any partition");
    532     }
    533 
    534     return PtrToPartitions;
    535   }
    536 
    537   void print(raw_ostream &OS) const {
    538     unsigned Index = 0;
    539     for (const auto &P : PartitionContainer) {
    540       OS << "Partition " << Index++ << " (" << &P << "):\n";
    541       P.print();
    542     }
    543   }
    544 
    545   void dump() const { print(dbgs()); }
    546 
    547 #ifndef NDEBUG
    548   friend raw_ostream &operator<<(raw_ostream &OS,
    549                                  const InstPartitionContainer &Partitions) {
    550     Partitions.print(OS);
    551     return OS;
    552   }
    553 #endif
    554 
    555   void printBlocks() const {
    556     unsigned Index = 0;
    557     for (const auto &P : PartitionContainer) {
    558       dbgs() << "\nPartition " << Index++ << " (" << &P << "):\n";
    559       P.printBlocks();
    560     }
    561   }
    562 
    563 private:
    564   using PartitionContainerT = std::list<InstPartition>;
    565 
    566   /// List of partitions.
    567   PartitionContainerT PartitionContainer;
    568 
    569   /// Mapping from Instruction to partition Id.  If the instruction
    570   /// belongs to multiple partitions the entry contains -1.
    571   InstToPartitionIdT InstToPartitionId;
    572 
    573   Loop *L;
    574   LoopInfo *LI;
    575   DominatorTree *DT;
    576 
    577   /// The control structure to merge adjacent partitions if both satisfy
    578   /// the \p Predicate.
    579   template <class UnaryPredicate>
    580   void mergeAdjacentPartitionsIf(UnaryPredicate Predicate) {
    581     InstPartition *PrevMatch = nullptr;
    582     for (auto I = PartitionContainer.begin(); I != PartitionContainer.end();) {
    583       auto DoesMatch = Predicate(&*I);
    584       if (PrevMatch == nullptr && DoesMatch) {
    585         PrevMatch = &*I;
    586         ++I;
    587       } else if (PrevMatch != nullptr && DoesMatch) {
    588         I->moveTo(*PrevMatch);
    589         I = PartitionContainer.erase(I);
    590       } else {
    591         PrevMatch = nullptr;
    592         ++I;
    593       }
    594     }
    595   }
    596 
    597   /// Assign new LoopIDs for the partition's cloned loop.
    598   void setNewLoopID(MDNode *OrigLoopID, InstPartition *Part) {
    599     Optional<MDNode *> PartitionID = makeFollowupLoopID(
    600         OrigLoopID,
    601         {LLVMLoopDistributeFollowupAll,
    602          Part->hasDepCycle() ? LLVMLoopDistributeFollowupSequential
    603                              : LLVMLoopDistributeFollowupCoincident});
    604     if (PartitionID.hasValue()) {
    605       Loop *NewLoop = Part->getDistributedLoop();
    606       NewLoop->setLoopID(PartitionID.getValue());
    607     }
    608   }
    609 };
    610 
    611 /// For each memory instruction, this class maintains difference of the
    612 /// number of unsafe dependences that start out from this instruction minus
    613 /// those that end here.
    614 ///
    615 /// By traversing the memory instructions in program order and accumulating this
    616 /// number, we know whether any unsafe dependence crosses over a program point.
    617 class MemoryInstructionDependences {
    618   using Dependence = MemoryDepChecker::Dependence;
    619 
    620 public:
    621   struct Entry {
    622     Instruction *Inst;
    623     unsigned NumUnsafeDependencesStartOrEnd = 0;
    624 
    625     Entry(Instruction *Inst) : Inst(Inst) {}
    626   };
    627 
    628   using AccessesType = SmallVector<Entry, 8>;
    629 
    630   AccessesType::const_iterator begin() const { return Accesses.begin(); }
    631   AccessesType::const_iterator end() const { return Accesses.end(); }
    632 
    633   MemoryInstructionDependences(
    634       const SmallVectorImpl<Instruction *> &Instructions,
    635       const SmallVectorImpl<Dependence> &Dependences) {
    636     Accesses.append(Instructions.begin(), Instructions.end());
    637 
    638     LLVM_DEBUG(dbgs() << "Backward dependences:\n");
    639     for (auto &Dep : Dependences)
    640       if (Dep.isPossiblyBackward()) {
    641         // Note that the designations source and destination follow the program
    642         // order, i.e. source is always first.  (The direction is given by the
    643         // DepType.)
    644         ++Accesses[Dep.Source].NumUnsafeDependencesStartOrEnd;
    645         --Accesses[Dep.Destination].NumUnsafeDependencesStartOrEnd;
    646 
    647         LLVM_DEBUG(Dep.print(dbgs(), 2, Instructions));
    648       }
    649   }
    650 
    651 private:
    652   AccessesType Accesses;
    653 };
    654 
    655 /// The actual class performing the per-loop work.
    656 class LoopDistributeForLoop {
    657 public:
    658   LoopDistributeForLoop(Loop *L, Function *F, LoopInfo *LI, DominatorTree *DT,
    659                         ScalarEvolution *SE, OptimizationRemarkEmitter *ORE)
    660       : L(L), F(F), LI(LI), DT(DT), SE(SE), ORE(ORE) {
    661     setForced();
    662   }
    663 
    664   /// Try to distribute an inner-most loop.
    665   bool processLoop(std::function<const LoopAccessInfo &(Loop &)> &GetLAA) {
    666     assert(L->isInnermost() && "Only process inner loops.");
    667 
    668     LLVM_DEBUG(dbgs() << "\nLDist: In \""
    669                       << L->getHeader()->getParent()->getName()
    670                       << "\" checking " << *L << "\n");
    671 
    672     // Having a single exit block implies there's also one exiting block.
    673     if (!L->getExitBlock())
    674       return fail("MultipleExitBlocks", "multiple exit blocks");
    675     if (!L->isLoopSimplifyForm())
    676       return fail("NotLoopSimplifyForm",
    677                   "loop is not in loop-simplify form");
    678     if (!L->isRotatedForm())
    679       return fail("NotBottomTested", "loop is not bottom tested");
    680 
    681     BasicBlock *PH = L->getLoopPreheader();
    682 
    683     LAI = &GetLAA(*L);
    684 
    685     // Currently, we only distribute to isolate the part of the loop with
    686     // dependence cycles to enable partial vectorization.
    687     if (LAI->canVectorizeMemory())
    688       return fail("MemOpsCanBeVectorized",
    689                   "memory operations are safe for vectorization");
    690 
    691     auto *Dependences = LAI->getDepChecker().getDependences();
    692     if (!Dependences || Dependences->empty())
    693       return fail("NoUnsafeDeps", "no unsafe dependences to isolate");
    694 
    695     InstPartitionContainer Partitions(L, LI, DT);
    696 
    697     // First, go through each memory operation and assign them to consecutive
    698     // partitions (the order of partitions follows program order).  Put those
    699     // with unsafe dependences into "cyclic" partition otherwise put each store
    700     // in its own "non-cyclic" partition (we'll merge these later).
    701     //
    702     // Note that a memory operation (e.g. Load2 below) at a program point that
    703     // has an unsafe dependence (Store3->Load1) spanning over it must be
    704     // included in the same cyclic partition as the dependent operations.  This
    705     // is to preserve the original program order after distribution.  E.g.:
    706     //
    707     //                NumUnsafeDependencesStartOrEnd  NumUnsafeDependencesActive
    708     //  Load1   -.                     1                       0->1
    709     //  Load2    | /Unsafe/            0                       1
    710     //  Store3  -'                    -1                       1->0
    711     //  Load4                          0                       0
    712     //
    713     // NumUnsafeDependencesActive > 0 indicates this situation and in this case
    714     // we just keep assigning to the same cyclic partition until
    715     // NumUnsafeDependencesActive reaches 0.
    716     const MemoryDepChecker &DepChecker = LAI->getDepChecker();
    717     MemoryInstructionDependences MID(DepChecker.getMemoryInstructions(),
    718                                      *Dependences);
    719 
    720     int NumUnsafeDependencesActive = 0;
    721     for (auto &InstDep : MID) {
    722       Instruction *I = InstDep.Inst;
    723       // We update NumUnsafeDependencesActive post-instruction, catch the
    724       // start of a dependence directly via NumUnsafeDependencesStartOrEnd.
    725       if (NumUnsafeDependencesActive ||
    726           InstDep.NumUnsafeDependencesStartOrEnd > 0)
    727         Partitions.addToCyclicPartition(I);
    728       else
    729         Partitions.addToNewNonCyclicPartition(I);
    730       NumUnsafeDependencesActive += InstDep.NumUnsafeDependencesStartOrEnd;
    731       assert(NumUnsafeDependencesActive >= 0 &&
    732              "Negative number of dependences active");
    733     }
    734 
    735     // Add partitions for values used outside.  These partitions can be out of
    736     // order from the original program order.  This is OK because if the
    737     // partition uses a load we will merge this partition with the original
    738     // partition of the load that we set up in the previous loop (see
    739     // mergeToAvoidDuplicatedLoads).
    740     auto DefsUsedOutside = findDefsUsedOutsideOfLoop(L);
    741     for (auto *Inst : DefsUsedOutside)
    742       Partitions.addToNewNonCyclicPartition(Inst);
    743 
    744     LLVM_DEBUG(dbgs() << "Seeded partitions:\n" << Partitions);
    745     if (Partitions.getSize() < 2)
    746       return fail("CantIsolateUnsafeDeps",
    747                   "cannot isolate unsafe dependencies");
    748 
    749     // Run the merge heuristics: Merge non-cyclic adjacent partitions since we
    750     // should be able to vectorize these together.
    751     Partitions.mergeBeforePopulating();
    752     LLVM_DEBUG(dbgs() << "\nMerged partitions:\n" << Partitions);
    753     if (Partitions.getSize() < 2)
    754       return fail("CantIsolateUnsafeDeps",
    755                   "cannot isolate unsafe dependencies");
    756 
    757     // Now, populate the partitions with non-memory operations.
    758     Partitions.populateUsedSet();
    759     LLVM_DEBUG(dbgs() << "\nPopulated partitions:\n" << Partitions);
    760 
    761     // In order to preserve original lexical order for loads, keep them in the
    762     // partition that we set up in the MemoryInstructionDependences loop.
    763     if (Partitions.mergeToAvoidDuplicatedLoads()) {
    764       LLVM_DEBUG(dbgs() << "\nPartitions merged to ensure unique loads:\n"
    765                         << Partitions);
    766       if (Partitions.getSize() < 2)
    767         return fail("CantIsolateUnsafeDeps",
    768                     "cannot isolate unsafe dependencies");
    769     }
    770 
    771     // Don't distribute the loop if we need too many SCEV run-time checks, or
    772     // any if it's illegal.
    773     const SCEVUnionPredicate &Pred = LAI->getPSE().getUnionPredicate();
    774     if (LAI->hasConvergentOp() && !Pred.isAlwaysTrue()) {
    775       return fail("RuntimeCheckWithConvergent",
    776                   "may not insert runtime check with convergent operation");
    777     }
    778 
    779     if (Pred.getComplexity() > (IsForced.getValueOr(false)
    780                                     ? PragmaDistributeSCEVCheckThreshold
    781                                     : DistributeSCEVCheckThreshold))
    782       return fail("TooManySCEVRuntimeChecks",
    783                   "too many SCEV run-time checks needed.\n");
    784 
    785     if (!IsForced.getValueOr(false) && hasDisableAllTransformsHint(L))
    786       return fail("HeuristicDisabled", "distribution heuristic disabled");
    787 
    788     LLVM_DEBUG(dbgs() << "\nDistributing loop: " << *L << "\n");
    789     // We're done forming the partitions set up the reverse mapping from
    790     // instructions to partitions.
    791     Partitions.setupPartitionIdOnInstructions();
    792 
    793     // If we need run-time checks, version the loop now.
    794     auto PtrToPartition = Partitions.computePartitionSetForPointers(*LAI);
    795     const auto *RtPtrChecking = LAI->getRuntimePointerChecking();
    796     const auto &AllChecks = RtPtrChecking->getChecks();
    797     auto Checks = includeOnlyCrossPartitionChecks(AllChecks, PtrToPartition,
    798                                                   RtPtrChecking);
    799 
    800     if (LAI->hasConvergentOp() && !Checks.empty()) {
    801       return fail("RuntimeCheckWithConvergent",
    802                   "may not insert runtime check with convergent operation");
    803     }
    804 
    805     // To keep things simple have an empty preheader before we version or clone
    806     // the loop.  (Also split if this has no predecessor, i.e. entry, because we
    807     // rely on PH having a predecessor.)
    808     if (!PH->getSinglePredecessor() || &*PH->begin() != PH->getTerminator())
    809       SplitBlock(PH, PH->getTerminator(), DT, LI);
    810 
    811     if (!Pred.isAlwaysTrue() || !Checks.empty()) {
    812       assert(!LAI->hasConvergentOp() && "inserting illegal loop versioning");
    813 
    814       MDNode *OrigLoopID = L->getLoopID();
    815 
    816       LLVM_DEBUG(dbgs() << "\nPointers:\n");
    817       LLVM_DEBUG(LAI->getRuntimePointerChecking()->printChecks(dbgs(), Checks));
    818       LoopVersioning LVer(*LAI, Checks, L, LI, DT, SE);
    819       LVer.versionLoop(DefsUsedOutside);
    820       LVer.annotateLoopWithNoAlias();
    821 
    822       // The unversioned loop will not be changed, so we inherit all attributes
    823       // from the original loop, but remove the loop distribution metadata to
    824       // avoid to distribute it again.
    825       MDNode *UnversionedLoopID =
    826           makeFollowupLoopID(OrigLoopID,
    827                              {LLVMLoopDistributeFollowupAll,
    828                               LLVMLoopDistributeFollowupFallback},
    829                              "llvm.loop.distribute.", true)
    830               .getValue();
    831       LVer.getNonVersionedLoop()->setLoopID(UnversionedLoopID);
    832     }
    833 
    834     // Create identical copies of the original loop for each partition and hook
    835     // them up sequentially.
    836     Partitions.cloneLoops();
    837 
    838     // Now, we remove the instruction from each loop that don't belong to that
    839     // partition.
    840     Partitions.removeUnusedInsts();
    841     LLVM_DEBUG(dbgs() << "\nAfter removing unused Instrs:\n");
    842     LLVM_DEBUG(Partitions.printBlocks());
    843 
    844     if (LDistVerify) {
    845       LI->verify(*DT);
    846       assert(DT->verify(DominatorTree::VerificationLevel::Fast));
    847     }
    848 
    849     ++NumLoopsDistributed;
    850     // Report the success.
    851     ORE->emit([&]() {
    852       return OptimizationRemark(LDIST_NAME, "Distribute", L->getStartLoc(),
    853                                 L->getHeader())
    854              << "distributed loop";
    855     });
    856     return true;
    857   }
    858 
    859   /// Provide diagnostics then \return with false.
    860   bool fail(StringRef RemarkName, StringRef Message) {
    861     LLVMContext &Ctx = F->getContext();
    862     bool Forced = isForced().getValueOr(false);
    863 
    864     LLVM_DEBUG(dbgs() << "Skipping; " << Message << "\n");
    865 
    866     // With Rpass-missed report that distribution failed.
    867     ORE->emit([&]() {
    868       return OptimizationRemarkMissed(LDIST_NAME, "NotDistributed",
    869                                       L->getStartLoc(), L->getHeader())
    870              << "loop not distributed: use -Rpass-analysis=loop-distribute for "
    871                 "more "
    872                 "info";
    873     });
    874 
    875     // With Rpass-analysis report why.  This is on by default if distribution
    876     // was requested explicitly.
    877     ORE->emit(OptimizationRemarkAnalysis(
    878                   Forced ? OptimizationRemarkAnalysis::AlwaysPrint : LDIST_NAME,
    879                   RemarkName, L->getStartLoc(), L->getHeader())
    880               << "loop not distributed: " << Message);
    881 
    882     // Also issue a warning if distribution was requested explicitly but it
    883     // failed.
    884     if (Forced)
    885       Ctx.diagnose(DiagnosticInfoOptimizationFailure(
    886           *F, L->getStartLoc(), "loop not distributed: failed "
    887                                 "explicitly specified loop distribution"));
    888 
    889     return false;
    890   }
    891 
    892   /// Return if distribution forced to be enabled/disabled for the loop.
    893   ///
    894   /// If the optional has a value, it indicates whether distribution was forced
    895   /// to be enabled (true) or disabled (false).  If the optional has no value
    896   /// distribution was not forced either way.
    897   const Optional<bool> &isForced() const { return IsForced; }
    898 
    899 private:
    900   /// Filter out checks between pointers from the same partition.
    901   ///
    902   /// \p PtrToPartition contains the partition number for pointers.  Partition
    903   /// number -1 means that the pointer is used in multiple partitions.  In this
    904   /// case we can't safely omit the check.
    905   SmallVector<RuntimePointerCheck, 4> includeOnlyCrossPartitionChecks(
    906       const SmallVectorImpl<RuntimePointerCheck> &AllChecks,
    907       const SmallVectorImpl<int> &PtrToPartition,
    908       const RuntimePointerChecking *RtPtrChecking) {
    909     SmallVector<RuntimePointerCheck, 4> Checks;
    910 
    911     copy_if(AllChecks, std::back_inserter(Checks),
    912             [&](const RuntimePointerCheck &Check) {
    913               for (unsigned PtrIdx1 : Check.first->Members)
    914                 for (unsigned PtrIdx2 : Check.second->Members)
    915                   // Only include this check if there is a pair of pointers
    916                   // that require checking and the pointers fall into
    917                   // separate partitions.
    918                   //
    919                   // (Note that we already know at this point that the two
    920                   // pointer groups need checking but it doesn't follow
    921                   // that each pair of pointers within the two groups need
    922                   // checking as well.
    923                   //
    924                   // In other words we don't want to include a check just
    925                   // because there is a pair of pointers between the two
    926                   // pointer groups that require checks and a different
    927                   // pair whose pointers fall into different partitions.)
    928                   if (RtPtrChecking->needsChecking(PtrIdx1, PtrIdx2) &&
    929                       !RuntimePointerChecking::arePointersInSamePartition(
    930                           PtrToPartition, PtrIdx1, PtrIdx2))
    931                     return true;
    932               return false;
    933             });
    934 
    935     return Checks;
    936   }
    937 
    938   /// Check whether the loop metadata is forcing distribution to be
    939   /// enabled/disabled.
    940   void setForced() {
    941     Optional<const MDOperand *> Value =
    942         findStringMetadataForLoop(L, "llvm.loop.distribute.enable");
    943     if (!Value)
    944       return;
    945 
    946     const MDOperand *Op = *Value;
    947     assert(Op && mdconst::hasa<ConstantInt>(*Op) && "invalid metadata");
    948     IsForced = mdconst::extract<ConstantInt>(*Op)->getZExtValue();
    949   }
    950 
    951   Loop *L;
    952   Function *F;
    953 
    954   // Analyses used.
    955   LoopInfo *LI;
    956   const LoopAccessInfo *LAI = nullptr;
    957   DominatorTree *DT;
    958   ScalarEvolution *SE;
    959   OptimizationRemarkEmitter *ORE;
    960 
    961   /// Indicates whether distribution is forced to be enabled/disabled for
    962   /// the loop.
    963   ///
    964   /// If the optional has a value, it indicates whether distribution was forced
    965   /// to be enabled (true) or disabled (false).  If the optional has no value
    966   /// distribution was not forced either way.
    967   Optional<bool> IsForced;
    968 };
    969 
    970 } // end anonymous namespace
    971 
    972 /// Shared implementation between new and old PMs.
    973 static bool runImpl(Function &F, LoopInfo *LI, DominatorTree *DT,
    974                     ScalarEvolution *SE, OptimizationRemarkEmitter *ORE,
    975                     std::function<const LoopAccessInfo &(Loop &)> &GetLAA) {
    976   // Build up a worklist of inner-loops to vectorize. This is necessary as the
    977   // act of distributing a loop creates new loops and can invalidate iterators
    978   // across the loops.
    979   SmallVector<Loop *, 8> Worklist;
    980 
    981   for (Loop *TopLevelLoop : *LI)
    982     for (Loop *L : depth_first(TopLevelLoop))
    983       // We only handle inner-most loops.
    984       if (L->isInnermost())
    985         Worklist.push_back(L);
    986 
    987   // Now walk the identified inner loops.
    988   bool Changed = false;
    989   for (Loop *L : Worklist) {
    990     LoopDistributeForLoop LDL(L, &F, LI, DT, SE, ORE);
    991 
    992     // If distribution was forced for the specific loop to be
    993     // enabled/disabled, follow that.  Otherwise use the global flag.
    994     if (LDL.isForced().getValueOr(EnableLoopDistribute))
    995       Changed |= LDL.processLoop(GetLAA);
    996   }
    997 
    998   // Process each loop nest in the function.
    999   return Changed;
   1000 }
   1001 
   1002 namespace {
   1003 
   1004 /// The pass class.
   1005 class LoopDistributeLegacy : public FunctionPass {
   1006 public:
   1007   static char ID;
   1008 
   1009   LoopDistributeLegacy() : FunctionPass(ID) {
   1010     // The default is set by the caller.
   1011     initializeLoopDistributeLegacyPass(*PassRegistry::getPassRegistry());
   1012   }
   1013 
   1014   bool runOnFunction(Function &F) override {
   1015     if (skipFunction(F))
   1016       return false;
   1017 
   1018     auto *LI = &getAnalysis<LoopInfoWrapperPass>().getLoopInfo();
   1019     auto *LAA = &getAnalysis<LoopAccessLegacyAnalysis>();
   1020     auto *DT = &getAnalysis<DominatorTreeWrapperPass>().getDomTree();
   1021     auto *SE = &getAnalysis<ScalarEvolutionWrapperPass>().getSE();
   1022     auto *ORE = &getAnalysis<OptimizationRemarkEmitterWrapperPass>().getORE();
   1023     std::function<const LoopAccessInfo &(Loop &)> GetLAA =
   1024         [&](Loop &L) -> const LoopAccessInfo & { return LAA->getInfo(&L); };
   1025 
   1026     return runImpl(F, LI, DT, SE, ORE, GetLAA);
   1027   }
   1028 
   1029   void getAnalysisUsage(AnalysisUsage &AU) const override {
   1030     AU.addRequired<ScalarEvolutionWrapperPass>();
   1031     AU.addRequired<LoopInfoWrapperPass>();
   1032     AU.addPreserved<LoopInfoWrapperPass>();
   1033     AU.addRequired<LoopAccessLegacyAnalysis>();
   1034     AU.addRequired<DominatorTreeWrapperPass>();
   1035     AU.addPreserved<DominatorTreeWrapperPass>();
   1036     AU.addRequired<OptimizationRemarkEmitterWrapperPass>();
   1037     AU.addPreserved<GlobalsAAWrapperPass>();
   1038   }
   1039 };
   1040 
   1041 } // end anonymous namespace
   1042 
   1043 PreservedAnalyses LoopDistributePass::run(Function &F,
   1044                                           FunctionAnalysisManager &AM) {
   1045   auto &LI = AM.getResult<LoopAnalysis>(F);
   1046   auto &DT = AM.getResult<DominatorTreeAnalysis>(F);
   1047   auto &SE = AM.getResult<ScalarEvolutionAnalysis>(F);
   1048   auto &ORE = AM.getResult<OptimizationRemarkEmitterAnalysis>(F);
   1049 
   1050   // We don't directly need these analyses but they're required for loop
   1051   // analyses so provide them below.
   1052   auto &AA = AM.getResult<AAManager>(F);
   1053   auto &AC = AM.getResult<AssumptionAnalysis>(F);
   1054   auto &TTI = AM.getResult<TargetIRAnalysis>(F);
   1055   auto &TLI = AM.getResult<TargetLibraryAnalysis>(F);
   1056 
   1057   auto &LAM = AM.getResult<LoopAnalysisManagerFunctionProxy>(F).getManager();
   1058   std::function<const LoopAccessInfo &(Loop &)> GetLAA =
   1059       [&](Loop &L) -> const LoopAccessInfo & {
   1060     LoopStandardAnalysisResults AR = {AA,  AC,  DT,      LI,     SE,
   1061                                       TLI, TTI, nullptr, nullptr};
   1062     return LAM.getResult<LoopAccessAnalysis>(L, AR);
   1063   };
   1064 
   1065   bool Changed = runImpl(F, &LI, &DT, &SE, &ORE, GetLAA);
   1066   if (!Changed)
   1067     return PreservedAnalyses::all();
   1068   PreservedAnalyses PA;
   1069   PA.preserve<LoopAnalysis>();
   1070   PA.preserve<DominatorTreeAnalysis>();
   1071   return PA;
   1072 }
   1073 
   1074 char LoopDistributeLegacy::ID;
   1075 
   1076 static const char ldist_name[] = "Loop Distribution";
   1077 
   1078 INITIALIZE_PASS_BEGIN(LoopDistributeLegacy, LDIST_NAME, ldist_name, false,
   1079                       false)
   1080 INITIALIZE_PASS_DEPENDENCY(LoopInfoWrapperPass)
   1081 INITIALIZE_PASS_DEPENDENCY(LoopAccessLegacyAnalysis)
   1082 INITIALIZE_PASS_DEPENDENCY(DominatorTreeWrapperPass)
   1083 INITIALIZE_PASS_DEPENDENCY(ScalarEvolutionWrapperPass)
   1084 INITIALIZE_PASS_DEPENDENCY(OptimizationRemarkEmitterWrapperPass)
   1085 INITIALIZE_PASS_END(LoopDistributeLegacy, LDIST_NAME, ldist_name, false, false)
   1086 
   1087 FunctionPass *llvm::createLoopDistributePass() { return new LoopDistributeLegacy(); }
   1088