//===- LoopInterchange.cpp - Loop interchange pass-------------------------===// // // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. // See https://llvm.org/LICENSE.txt for license information. // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception // //===----------------------------------------------------------------------===// // // This Pass handles loop interchange transform. // This pass interchanges loops to provide a more cache-friendly memory access // patterns. // //===----------------------------------------------------------------------===// #include "llvm/ADT/STLExtras.h" #include "llvm/ADT/SmallVector.h" #include "llvm/ADT/Statistic.h" #include "llvm/ADT/StringRef.h" #include "llvm/Analysis/DependenceAnalysis.h" #include "llvm/Analysis/LoopInfo.h" #include "llvm/Analysis/LoopPass.h" #include "llvm/Analysis/OptimizationRemarkEmitter.h" #include "llvm/Analysis/ScalarEvolution.h" #include "llvm/Analysis/ScalarEvolutionExpressions.h" #include "llvm/IR/BasicBlock.h" #include "llvm/IR/Constants.h" #include "llvm/IR/DiagnosticInfo.h" #include "llvm/IR/Dominators.h" #include "llvm/IR/Function.h" #include "llvm/IR/InstrTypes.h" #include "llvm/IR/Instruction.h" #include "llvm/IR/Instructions.h" #include "llvm/IR/Type.h" #include "llvm/IR/User.h" #include "llvm/IR/Value.h" #include "llvm/InitializePasses.h" #include "llvm/Pass.h" #include "llvm/Support/Casting.h" #include "llvm/Support/CommandLine.h" #include "llvm/Support/Debug.h" #include "llvm/Support/ErrorHandling.h" #include "llvm/Support/raw_ostream.h" #include "llvm/Transforms/Scalar.h" #include "llvm/Transforms/Utils.h" #include "llvm/Transforms/Utils/BasicBlockUtils.h" #include "llvm/Transforms/Utils/LoopUtils.h" #include #include #include using namespace llvm; #define DEBUG_TYPE "loop-interchange" STATISTIC(LoopsInterchanged, "Number of loops interchanged"); static cl::opt LoopInterchangeCostThreshold( "loop-interchange-threshold", cl::init(0), cl::Hidden, cl::desc("Interchange if you gain more than this number")); namespace { using LoopVector = SmallVector; // TODO: Check if we can use a sparse matrix here. using CharMatrix = std::vector>; } // end anonymous namespace // Maximum number of dependencies that can be handled in the dependency matrix. static const unsigned MaxMemInstrCount = 100; // Maximum loop depth supported. static const unsigned MaxLoopNestDepth = 10; #ifdef DUMP_DEP_MATRICIES static void printDepMatrix(CharMatrix &DepMatrix) { for (auto &Row : DepMatrix) { for (auto D : Row) LLVM_DEBUG(dbgs() << D << " "); LLVM_DEBUG(dbgs() << "\n"); } } #endif static bool populateDependencyMatrix(CharMatrix &DepMatrix, unsigned Level, Loop *L, DependenceInfo *DI) { using ValueVector = SmallVector; ValueVector MemInstr; // For each block. for (BasicBlock *BB : L->blocks()) { // Scan the BB and collect legal loads and stores. for (Instruction &I : *BB) { if (!isa(I)) return false; if (auto *Ld = dyn_cast(&I)) { if (!Ld->isSimple()) return false; MemInstr.push_back(&I); } else if (auto *St = dyn_cast(&I)) { if (!St->isSimple()) return false; MemInstr.push_back(&I); } } } LLVM_DEBUG(dbgs() << "Found " << MemInstr.size() << " Loads and Stores to analyze\n"); ValueVector::iterator I, IE, J, JE; for (I = MemInstr.begin(), IE = MemInstr.end(); I != IE; ++I) { for (J = I, JE = MemInstr.end(); J != JE; ++J) { std::vector Dep; Instruction *Src = cast(*I); Instruction *Dst = cast(*J); if (Src == Dst) continue; // Ignore Input dependencies. if (isa(Src) && isa(Dst)) continue; // Track Output, Flow, and Anti dependencies. if (auto D = DI->depends(Src, Dst, true)) { assert(D->isOrdered() && "Expected an output, flow or anti dep."); LLVM_DEBUG(StringRef DepType = D->isFlow() ? "flow" : D->isAnti() ? "anti" : "output"; dbgs() << "Found " << DepType << " dependency between Src and Dst\n" << " Src:" << *Src << "\n Dst:" << *Dst << '\n'); unsigned Levels = D->getLevels(); char Direction; for (unsigned II = 1; II <= Levels; ++II) { const SCEV *Distance = D->getDistance(II); const SCEVConstant *SCEVConst = dyn_cast_or_null(Distance); if (SCEVConst) { const ConstantInt *CI = SCEVConst->getValue(); if (CI->isNegative()) Direction = '<'; else if (CI->isZero()) Direction = '='; else Direction = '>'; Dep.push_back(Direction); } else if (D->isScalar(II)) { Direction = 'S'; Dep.push_back(Direction); } else { unsigned Dir = D->getDirection(II); if (Dir == Dependence::DVEntry::LT || Dir == Dependence::DVEntry::LE) Direction = '<'; else if (Dir == Dependence::DVEntry::GT || Dir == Dependence::DVEntry::GE) Direction = '>'; else if (Dir == Dependence::DVEntry::EQ) Direction = '='; else Direction = '*'; Dep.push_back(Direction); } } while (Dep.size() != Level) { Dep.push_back('I'); } DepMatrix.push_back(Dep); if (DepMatrix.size() > MaxMemInstrCount) { LLVM_DEBUG(dbgs() << "Cannot handle more than " << MaxMemInstrCount << " dependencies inside loop\n"); return false; } } } } return true; } // A loop is moved from index 'from' to an index 'to'. Update the Dependence // matrix by exchanging the two columns. static void interChangeDependencies(CharMatrix &DepMatrix, unsigned FromIndx, unsigned ToIndx) { unsigned numRows = DepMatrix.size(); for (unsigned i = 0; i < numRows; ++i) { char TmpVal = DepMatrix[i][ToIndx]; DepMatrix[i][ToIndx] = DepMatrix[i][FromIndx]; DepMatrix[i][FromIndx] = TmpVal; } } // Checks if outermost non '=','S'or'I' dependence in the dependence matrix is // '>' static bool isOuterMostDepPositive(CharMatrix &DepMatrix, unsigned Row, unsigned Column) { for (unsigned i = 0; i <= Column; ++i) { if (DepMatrix[Row][i] == '<') return false; if (DepMatrix[Row][i] == '>') return true; } // All dependencies were '=','S' or 'I' return false; } // Checks if no dependence exist in the dependency matrix in Row before Column. static bool containsNoDependence(CharMatrix &DepMatrix, unsigned Row, unsigned Column) { for (unsigned i = 0; i < Column; ++i) { if (DepMatrix[Row][i] != '=' && DepMatrix[Row][i] != 'S' && DepMatrix[Row][i] != 'I') return false; } return true; } static bool validDepInterchange(CharMatrix &DepMatrix, unsigned Row, unsigned OuterLoopId, char InnerDep, char OuterDep) { if (isOuterMostDepPositive(DepMatrix, Row, OuterLoopId)) return false; if (InnerDep == OuterDep) return true; // It is legal to interchange if and only if after interchange no row has a // '>' direction as the leftmost non-'='. if (InnerDep == '=' || InnerDep == 'S' || InnerDep == 'I') return true; if (InnerDep == '<') return true; if (InnerDep == '>') { // If OuterLoopId represents outermost loop then interchanging will make the // 1st dependency as '>' if (OuterLoopId == 0) return false; // If all dependencies before OuterloopId are '=','S'or 'I'. Then // interchanging will result in this row having an outermost non '=' // dependency of '>' if (!containsNoDependence(DepMatrix, Row, OuterLoopId)) return true; } return false; } // Checks if it is legal to interchange 2 loops. // [Theorem] A permutation of the loops in a perfect nest is legal if and only // if the direction matrix, after the same permutation is applied to its // columns, has no ">" direction as the leftmost non-"=" direction in any row. static bool isLegalToInterChangeLoops(CharMatrix &DepMatrix, unsigned InnerLoopId, unsigned OuterLoopId) { unsigned NumRows = DepMatrix.size(); // For each row check if it is valid to interchange. for (unsigned Row = 0; Row < NumRows; ++Row) { char InnerDep = DepMatrix[Row][InnerLoopId]; char OuterDep = DepMatrix[Row][OuterLoopId]; if (InnerDep == '*' || OuterDep == '*') return false; if (!validDepInterchange(DepMatrix, Row, OuterLoopId, InnerDep, OuterDep)) return false; } return true; } static LoopVector populateWorklist(Loop &L) { LLVM_DEBUG(dbgs() << "Calling populateWorklist on Func: " << L.getHeader()->getParent()->getName() << " Loop: %" << L.getHeader()->getName() << '\n'); LoopVector LoopList; Loop *CurrentLoop = &L; const std::vector *Vec = &CurrentLoop->getSubLoops(); while (!Vec->empty()) { // The current loop has multiple subloops in it hence it is not tightly // nested. // Discard all loops above it added into Worklist. if (Vec->size() != 1) return {}; LoopList.push_back(CurrentLoop); CurrentLoop = Vec->front(); Vec = &CurrentLoop->getSubLoops(); } LoopList.push_back(CurrentLoop); return LoopList; } static PHINode *getInductionVariable(Loop *L, ScalarEvolution *SE) { PHINode *InnerIndexVar = L->getCanonicalInductionVariable(); if (InnerIndexVar) return InnerIndexVar; if (L->getLoopLatch() == nullptr || L->getLoopPredecessor() == nullptr) return nullptr; for (BasicBlock::iterator I = L->getHeader()->begin(); isa(I); ++I) { PHINode *PhiVar = cast(I); Type *PhiTy = PhiVar->getType(); if (!PhiTy->isIntegerTy() && !PhiTy->isFloatingPointTy() && !PhiTy->isPointerTy()) return nullptr; const SCEVAddRecExpr *AddRec = dyn_cast(SE->getSCEV(PhiVar)); if (!AddRec || !AddRec->isAffine()) continue; const SCEV *Step = AddRec->getStepRecurrence(*SE); if (!isa(Step)) continue; // Found the induction variable. // FIXME: Handle loops with more than one induction variable. Note that, // currently, legality makes sure we have only one induction variable. return PhiVar; } return nullptr; } namespace { /// LoopInterchangeLegality checks if it is legal to interchange the loop. class LoopInterchangeLegality { public: LoopInterchangeLegality(Loop *Outer, Loop *Inner, ScalarEvolution *SE, OptimizationRemarkEmitter *ORE) : OuterLoop(Outer), InnerLoop(Inner), SE(SE), ORE(ORE) {} /// Check if the loops can be interchanged. bool canInterchangeLoops(unsigned InnerLoopId, unsigned OuterLoopId, CharMatrix &DepMatrix); /// Check if the loop structure is understood. We do not handle triangular /// loops for now. bool isLoopStructureUnderstood(PHINode *InnerInductionVar); bool currentLimitations(); const SmallPtrSetImpl &getOuterInnerReductions() const { return OuterInnerReductions; } private: bool tightlyNested(Loop *Outer, Loop *Inner); bool containsUnsafeInstructions(BasicBlock *BB); /// Discover induction and reduction PHIs in the header of \p L. Induction /// PHIs are added to \p Inductions, reductions are added to /// OuterInnerReductions. When the outer loop is passed, the inner loop needs /// to be passed as \p InnerLoop. bool findInductionAndReductions(Loop *L, SmallVector &Inductions, Loop *InnerLoop); Loop *OuterLoop; Loop *InnerLoop; ScalarEvolution *SE; /// Interface to emit optimization remarks. OptimizationRemarkEmitter *ORE; /// Set of reduction PHIs taking part of a reduction across the inner and /// outer loop. SmallPtrSet OuterInnerReductions; }; /// LoopInterchangeProfitability checks if it is profitable to interchange the /// loop. class LoopInterchangeProfitability { public: LoopInterchangeProfitability(Loop *Outer, Loop *Inner, ScalarEvolution *SE, OptimizationRemarkEmitter *ORE) : OuterLoop(Outer), InnerLoop(Inner), SE(SE), ORE(ORE) {} /// Check if the loop interchange is profitable. bool isProfitable(unsigned InnerLoopId, unsigned OuterLoopId, CharMatrix &DepMatrix); private: int getInstrOrderCost(); Loop *OuterLoop; Loop *InnerLoop; /// Scev analysis. ScalarEvolution *SE; /// Interface to emit optimization remarks. OptimizationRemarkEmitter *ORE; }; /// LoopInterchangeTransform interchanges the loop. class LoopInterchangeTransform { public: LoopInterchangeTransform(Loop *Outer, Loop *Inner, ScalarEvolution *SE, LoopInfo *LI, DominatorTree *DT, BasicBlock *LoopNestExit, const LoopInterchangeLegality &LIL) : OuterLoop(Outer), InnerLoop(Inner), SE(SE), LI(LI), DT(DT), LoopExit(LoopNestExit), LIL(LIL) {} /// Interchange OuterLoop and InnerLoop. bool transform(); void restructureLoops(Loop *NewInner, Loop *NewOuter, BasicBlock *OrigInnerPreHeader, BasicBlock *OrigOuterPreHeader); void removeChildLoop(Loop *OuterLoop, Loop *InnerLoop); private: bool adjustLoopLinks(); bool adjustLoopBranches(); Loop *OuterLoop; Loop *InnerLoop; /// Scev analysis. ScalarEvolution *SE; LoopInfo *LI; DominatorTree *DT; BasicBlock *LoopExit; const LoopInterchangeLegality &LIL; }; // Main LoopInterchange Pass. struct LoopInterchange : public LoopPass { static char ID; ScalarEvolution *SE = nullptr; LoopInfo *LI = nullptr; DependenceInfo *DI = nullptr; DominatorTree *DT = nullptr; /// Interface to emit optimization remarks. OptimizationRemarkEmitter *ORE; LoopInterchange() : LoopPass(ID) { initializeLoopInterchangePass(*PassRegistry::getPassRegistry()); } void getAnalysisUsage(AnalysisUsage &AU) const override { AU.addRequired(); AU.addRequired(); getLoopAnalysisUsage(AU); } bool runOnLoop(Loop *L, LPPassManager &LPM) override { if (skipLoop(L) || L->getParentLoop()) return false; SE = &getAnalysis().getSE(); LI = &getAnalysis().getLoopInfo(); DI = &getAnalysis().getDI(); DT = &getAnalysis().getDomTree(); ORE = &getAnalysis().getORE(); return processLoopList(populateWorklist(*L)); } bool isComputableLoopNest(LoopVector LoopList) { for (Loop *L : LoopList) { const SCEV *ExitCountOuter = SE->getBackedgeTakenCount(L); if (ExitCountOuter == SE->getCouldNotCompute()) { LLVM_DEBUG(dbgs() << "Couldn't compute backedge count\n"); return false; } if (L->getNumBackEdges() != 1) { LLVM_DEBUG(dbgs() << "NumBackEdges is not equal to 1\n"); return false; } if (!L->getExitingBlock()) { LLVM_DEBUG(dbgs() << "Loop doesn't have unique exit block\n"); return false; } } return true; } unsigned selectLoopForInterchange(const LoopVector &LoopList) { // TODO: Add a better heuristic to select the loop to be interchanged based // on the dependence matrix. Currently we select the innermost loop. return LoopList.size() - 1; } bool processLoopList(LoopVector LoopList) { bool Changed = false; unsigned LoopNestDepth = LoopList.size(); if (LoopNestDepth < 2) { LLVM_DEBUG(dbgs() << "Loop doesn't contain minimum nesting level.\n"); return false; } if (LoopNestDepth > MaxLoopNestDepth) { LLVM_DEBUG(dbgs() << "Cannot handle loops of depth greater than " << MaxLoopNestDepth << "\n"); return false; } if (!isComputableLoopNest(LoopList)) { LLVM_DEBUG(dbgs() << "Not valid loop candidate for interchange\n"); return false; } LLVM_DEBUG(dbgs() << "Processing LoopList of size = " << LoopNestDepth << "\n"); CharMatrix DependencyMatrix; Loop *OuterMostLoop = *(LoopList.begin()); if (!populateDependencyMatrix(DependencyMatrix, LoopNestDepth, OuterMostLoop, DI)) { LLVM_DEBUG(dbgs() << "Populating dependency matrix failed\n"); return false; } #ifdef DUMP_DEP_MATRICIES LLVM_DEBUG(dbgs() << "Dependence before interchange\n"); printDepMatrix(DependencyMatrix); #endif // Get the Outermost loop exit. BasicBlock *LoopNestExit = OuterMostLoop->getExitBlock(); if (!LoopNestExit) { LLVM_DEBUG(dbgs() << "OuterMostLoop needs an unique exit block"); return false; } unsigned SelecLoopId = selectLoopForInterchange(LoopList); // Move the selected loop outwards to the best possible position. for (unsigned i = SelecLoopId; i > 0; i--) { bool Interchanged = processLoop(LoopList, i, i - 1, LoopNestExit, DependencyMatrix); if (!Interchanged) return Changed; // Loops interchanged reflect the same in LoopList std::swap(LoopList[i - 1], LoopList[i]); // Update the DependencyMatrix interChangeDependencies(DependencyMatrix, i, i - 1); #ifdef DUMP_DEP_MATRICIES LLVM_DEBUG(dbgs() << "Dependence after interchange\n"); printDepMatrix(DependencyMatrix); #endif Changed |= Interchanged; } return Changed; } bool processLoop(LoopVector LoopList, unsigned InnerLoopId, unsigned OuterLoopId, BasicBlock *LoopNestExit, std::vector> &DependencyMatrix) { LLVM_DEBUG(dbgs() << "Processing Inner Loop Id = " << InnerLoopId << " and OuterLoopId = " << OuterLoopId << "\n"); Loop *InnerLoop = LoopList[InnerLoopId]; Loop *OuterLoop = LoopList[OuterLoopId]; LoopInterchangeLegality LIL(OuterLoop, InnerLoop, SE, ORE); if (!LIL.canInterchangeLoops(InnerLoopId, OuterLoopId, DependencyMatrix)) { LLVM_DEBUG(dbgs() << "Not interchanging loops. Cannot prove legality.\n"); return false; } LLVM_DEBUG(dbgs() << "Loops are legal to interchange\n"); LoopInterchangeProfitability LIP(OuterLoop, InnerLoop, SE, ORE); if (!LIP.isProfitable(InnerLoopId, OuterLoopId, DependencyMatrix)) { LLVM_DEBUG(dbgs() << "Interchanging loops not profitable.\n"); return false; } ORE->emit([&]() { return OptimizationRemark(DEBUG_TYPE, "Interchanged", InnerLoop->getStartLoc(), InnerLoop->getHeader()) << "Loop interchanged with enclosing loop."; }); LoopInterchangeTransform LIT(OuterLoop, InnerLoop, SE, LI, DT, LoopNestExit, LIL); LIT.transform(); LLVM_DEBUG(dbgs() << "Loops interchanged.\n"); LoopsInterchanged++; assert(InnerLoop->isLCSSAForm(*DT) && "Inner loop not left in LCSSA form after loop interchange!"); assert(OuterLoop->isLCSSAForm(*DT) && "Outer loop not left in LCSSA form after loop interchange!"); return true; } }; } // end anonymous namespace bool LoopInterchangeLegality::containsUnsafeInstructions(BasicBlock *BB) { return any_of(*BB, [](const Instruction &I) { return I.mayHaveSideEffects() || I.mayReadFromMemory(); }); } bool LoopInterchangeLegality::tightlyNested(Loop *OuterLoop, Loop *InnerLoop) { BasicBlock *OuterLoopHeader = OuterLoop->getHeader(); BasicBlock *InnerLoopPreHeader = InnerLoop->getLoopPreheader(); BasicBlock *OuterLoopLatch = OuterLoop->getLoopLatch(); LLVM_DEBUG(dbgs() << "Checking if loops are tightly nested\n"); // A perfectly nested loop will not have any branch in between the outer and // inner block i.e. outer header will branch to either inner preheader and // outerloop latch. BranchInst *OuterLoopHeaderBI = dyn_cast(OuterLoopHeader->getTerminator()); if (!OuterLoopHeaderBI) return false; for (BasicBlock *Succ : successors(OuterLoopHeaderBI)) if (Succ != InnerLoopPreHeader && Succ != InnerLoop->getHeader() && Succ != OuterLoopLatch) return false; LLVM_DEBUG(dbgs() << "Checking instructions in Loop header and Loop latch\n"); // We do not have any basic block in between now make sure the outer header // and outer loop latch doesn't contain any unsafe instructions. if (containsUnsafeInstructions(OuterLoopHeader) || containsUnsafeInstructions(OuterLoopLatch)) return false; LLVM_DEBUG(dbgs() << "Loops are perfectly nested\n"); // We have a perfect loop nest. return true; } bool LoopInterchangeLegality::isLoopStructureUnderstood( PHINode *InnerInduction) { unsigned Num = InnerInduction->getNumOperands(); BasicBlock *InnerLoopPreheader = InnerLoop->getLoopPreheader(); for (unsigned i = 0; i < Num; ++i) { Value *Val = InnerInduction->getOperand(i); if (isa(Val)) continue; Instruction *I = dyn_cast(Val); if (!I) return false; // TODO: Handle triangular loops. // e.g. for(int i=0;igetIncomingBlock(IncomBlockIndx) == InnerLoopPreheader && !OuterLoop->isLoopInvariant(I)) { return false; } } return true; } // If SV is a LCSSA PHI node with a single incoming value, return the incoming // value. static Value *followLCSSA(Value *SV) { PHINode *PHI = dyn_cast(SV); if (!PHI) return SV; if (PHI->getNumIncomingValues() != 1) return SV; return followLCSSA(PHI->getIncomingValue(0)); } // Check V's users to see if it is involved in a reduction in L. static PHINode *findInnerReductionPhi(Loop *L, Value *V) { for (Value *User : V->users()) { if (PHINode *PHI = dyn_cast(User)) { if (PHI->getNumIncomingValues() == 1) continue; RecurrenceDescriptor RD; if (RecurrenceDescriptor::isReductionPHI(PHI, L, RD)) return PHI; return nullptr; } } return nullptr; } bool LoopInterchangeLegality::findInductionAndReductions( Loop *L, SmallVector &Inductions, Loop *InnerLoop) { if (!L->getLoopLatch() || !L->getLoopPredecessor()) return false; for (PHINode &PHI : L->getHeader()->phis()) { RecurrenceDescriptor RD; InductionDescriptor ID; if (InductionDescriptor::isInductionPHI(&PHI, L, SE, ID)) Inductions.push_back(&PHI); else { // PHIs in inner loops need to be part of a reduction in the outer loop, // discovered when checking the PHIs of the outer loop earlier. if (!InnerLoop) { if (!OuterInnerReductions.count(&PHI)) { LLVM_DEBUG(dbgs() << "Inner loop PHI is not part of reductions " "across the outer loop.\n"); return false; } } else { assert(PHI.getNumIncomingValues() == 2 && "Phis in loop header should have exactly 2 incoming values"); // Check if we have a PHI node in the outer loop that has a reduction // result from the inner loop as an incoming value. Value *V = followLCSSA(PHI.getIncomingValueForBlock(L->getLoopLatch())); PHINode *InnerRedPhi = findInnerReductionPhi(InnerLoop, V); if (!InnerRedPhi || !llvm::any_of(InnerRedPhi->incoming_values(), [&PHI](Value *V) { return V == &PHI; })) { LLVM_DEBUG( dbgs() << "Failed to recognize PHI as an induction or reduction.\n"); return false; } OuterInnerReductions.insert(&PHI); OuterInnerReductions.insert(InnerRedPhi); } } } return true; } // This function indicates the current limitations in the transform as a result // of which we do not proceed. bool LoopInterchangeLegality::currentLimitations() { BasicBlock *InnerLoopPreHeader = InnerLoop->getLoopPreheader(); BasicBlock *InnerLoopLatch = InnerLoop->getLoopLatch(); // transform currently expects the loop latches to also be the exiting // blocks. if (InnerLoop->getExitingBlock() != InnerLoopLatch || OuterLoop->getExitingBlock() != OuterLoop->getLoopLatch() || !isa(InnerLoopLatch->getTerminator()) || !isa(OuterLoop->getLoopLatch()->getTerminator())) { LLVM_DEBUG( dbgs() << "Loops where the latch is not the exiting block are not" << " supported currently.\n"); ORE->emit([&]() { return OptimizationRemarkMissed(DEBUG_TYPE, "ExitingNotLatch", OuterLoop->getStartLoc(), OuterLoop->getHeader()) << "Loops where the latch is not the exiting block cannot be" " interchange currently."; }); return true; } PHINode *InnerInductionVar; SmallVector Inductions; if (!findInductionAndReductions(OuterLoop, Inductions, InnerLoop)) { LLVM_DEBUG( dbgs() << "Only outer loops with induction or reduction PHI nodes " << "are supported currently.\n"); ORE->emit([&]() { return OptimizationRemarkMissed(DEBUG_TYPE, "UnsupportedPHIOuter", OuterLoop->getStartLoc(), OuterLoop->getHeader()) << "Only outer loops with induction or reduction PHI nodes can be" " interchanged currently."; }); return true; } // TODO: Currently we handle only loops with 1 induction variable. if (Inductions.size() != 1) { LLVM_DEBUG(dbgs() << "Loops with more than 1 induction variables are not " << "supported currently.\n"); ORE->emit([&]() { return OptimizationRemarkMissed(DEBUG_TYPE, "MultiIndutionOuter", OuterLoop->getStartLoc(), OuterLoop->getHeader()) << "Only outer loops with 1 induction variable can be " "interchanged currently."; }); return true; } Inductions.clear(); if (!findInductionAndReductions(InnerLoop, Inductions, nullptr)) { LLVM_DEBUG( dbgs() << "Only inner loops with induction or reduction PHI nodes " << "are supported currently.\n"); ORE->emit([&]() { return OptimizationRemarkMissed(DEBUG_TYPE, "UnsupportedPHIInner", InnerLoop->getStartLoc(), InnerLoop->getHeader()) << "Only inner loops with induction or reduction PHI nodes can be" " interchange currently."; }); return true; } // TODO: Currently we handle only loops with 1 induction variable. if (Inductions.size() != 1) { LLVM_DEBUG( dbgs() << "We currently only support loops with 1 induction variable." << "Failed to interchange due to current limitation\n"); ORE->emit([&]() { return OptimizationRemarkMissed(DEBUG_TYPE, "MultiInductionInner", InnerLoop->getStartLoc(), InnerLoop->getHeader()) << "Only inner loops with 1 induction variable can be " "interchanged currently."; }); return true; } InnerInductionVar = Inductions.pop_back_val(); // TODO: Triangular loops are not handled for now. if (!isLoopStructureUnderstood(InnerInductionVar)) { LLVM_DEBUG(dbgs() << "Loop structure not understood by pass\n"); ORE->emit([&]() { return OptimizationRemarkMissed(DEBUG_TYPE, "UnsupportedStructureInner", InnerLoop->getStartLoc(), InnerLoop->getHeader()) << "Inner loop structure not understood currently."; }); return true; } // TODO: Current limitation: Since we split the inner loop latch at the point // were induction variable is incremented (induction.next); We cannot have // more than 1 user of induction.next since it would result in broken code // after split. // e.g. // for(i=0;igetIncomingBlock(0) == InnerLoopPreHeader) InnerIndexVarInc = dyn_cast(InnerInductionVar->getIncomingValue(1)); else InnerIndexVarInc = dyn_cast(InnerInductionVar->getIncomingValue(0)); if (!InnerIndexVarInc) { LLVM_DEBUG( dbgs() << "Did not find an instruction to increment the induction " << "variable.\n"); ORE->emit([&]() { return OptimizationRemarkMissed(DEBUG_TYPE, "NoIncrementInInner", InnerLoop->getStartLoc(), InnerLoop->getHeader()) << "The inner loop does not increment the induction variable."; }); return true; } // Since we split the inner loop latch on this induction variable. Make sure // we do not have any instruction between the induction variable and branch // instruction. bool FoundInduction = false; for (const Instruction &I : llvm::reverse(InnerLoopLatch->instructionsWithoutDebug())) { if (isa(I) || isa(I) || isa(I) || isa(I)) continue; // We found an instruction. If this is not induction variable then it is not // safe to split this loop latch. if (!I.isIdenticalTo(InnerIndexVarInc)) { LLVM_DEBUG(dbgs() << "Found unsupported instructions between induction " << "variable increment and branch.\n"); ORE->emit([&]() { return OptimizationRemarkMissed( DEBUG_TYPE, "UnsupportedInsBetweenInduction", InnerLoop->getStartLoc(), InnerLoop->getHeader()) << "Found unsupported instruction between induction variable " "increment and branch."; }); return true; } FoundInduction = true; break; } // The loop latch ended and we didn't find the induction variable return as // current limitation. if (!FoundInduction) { LLVM_DEBUG(dbgs() << "Did not find the induction variable.\n"); ORE->emit([&]() { return OptimizationRemarkMissed(DEBUG_TYPE, "NoIndutionVariable", InnerLoop->getStartLoc(), InnerLoop->getHeader()) << "Did not find the induction variable."; }); return true; } return false; } // We currently only support LCSSA PHI nodes in the inner loop exit, if their // users are either reduction PHIs or PHIs outside the outer loop (which means // the we are only interested in the final value after the loop). static bool areInnerLoopExitPHIsSupported(Loop *InnerL, Loop *OuterL, SmallPtrSetImpl &Reductions) { BasicBlock *InnerExit = OuterL->getUniqueExitBlock(); for (PHINode &PHI : InnerExit->phis()) { // Reduction lcssa phi will have only 1 incoming block that from loop latch. if (PHI.getNumIncomingValues() > 1) return false; if (any_of(PHI.users(), [&Reductions, OuterL](User *U) { PHINode *PN = dyn_cast(U); return !PN || (!Reductions.count(PN) && OuterL->contains(PN->getParent())); })) { return false; } } return true; } // We currently support LCSSA PHI nodes in the outer loop exit, if their // incoming values do not come from the outer loop latch or if the // outer loop latch has a single predecessor. In that case, the value will // be available if both the inner and outer loop conditions are true, which // will still be true after interchanging. If we have multiple predecessor, // that may not be the case, e.g. because the outer loop latch may be executed // if the inner loop is not executed. static bool areOuterLoopExitPHIsSupported(Loop *OuterLoop, Loop *InnerLoop) { BasicBlock *LoopNestExit = OuterLoop->getUniqueExitBlock(); for (PHINode &PHI : LoopNestExit->phis()) { // FIXME: We currently are not able to detect floating point reductions // and have to use floating point PHIs as a proxy to prevent // interchanging in the presence of floating point reductions. if (PHI.getType()->isFloatingPointTy()) return false; for (unsigned i = 0; i < PHI.getNumIncomingValues(); i++) { Instruction *IncomingI = dyn_cast(PHI.getIncomingValue(i)); if (!IncomingI || IncomingI->getParent() != OuterLoop->getLoopLatch()) continue; // The incoming value is defined in the outer loop latch. Currently we // only support that in case the outer loop latch has a single predecessor. // This guarantees that the outer loop latch is executed if and only if // the inner loop is executed (because tightlyNested() guarantees that the // outer loop header only branches to the inner loop or the outer loop // latch). // FIXME: We could weaken this logic and allow multiple predecessors, // if the values are produced outside the loop latch. We would need // additional logic to update the PHI nodes in the exit block as // well. if (OuterLoop->getLoopLatch()->getUniquePredecessor() == nullptr) return false; } } return true; } bool LoopInterchangeLegality::canInterchangeLoops(unsigned InnerLoopId, unsigned OuterLoopId, CharMatrix &DepMatrix) { if (!isLegalToInterChangeLoops(DepMatrix, InnerLoopId, OuterLoopId)) { LLVM_DEBUG(dbgs() << "Failed interchange InnerLoopId = " << InnerLoopId << " and OuterLoopId = " << OuterLoopId << " due to dependence\n"); ORE->emit([&]() { return OptimizationRemarkMissed(DEBUG_TYPE, "Dependence", InnerLoop->getStartLoc(), InnerLoop->getHeader()) << "Cannot interchange loops due to dependences."; }); return false; } // Check if outer and inner loop contain legal instructions only. for (auto *BB : OuterLoop->blocks()) for (Instruction &I : BB->instructionsWithoutDebug()) if (CallInst *CI = dyn_cast(&I)) { // readnone functions do not prevent interchanging. if (CI->doesNotReadMemory()) continue; LLVM_DEBUG( dbgs() << "Loops with call instructions cannot be interchanged " << "safely."); ORE->emit([&]() { return OptimizationRemarkMissed(DEBUG_TYPE, "CallInst", CI->getDebugLoc(), CI->getParent()) << "Cannot interchange loops due to call instruction."; }); return false; } // TODO: The loops could not be interchanged due to current limitations in the // transform module. if (currentLimitations()) { LLVM_DEBUG(dbgs() << "Not legal because of current transform limitation\n"); return false; } // Check if the loops are tightly nested. if (!tightlyNested(OuterLoop, InnerLoop)) { LLVM_DEBUG(dbgs() << "Loops not tightly nested\n"); ORE->emit([&]() { return OptimizationRemarkMissed(DEBUG_TYPE, "NotTightlyNested", InnerLoop->getStartLoc(), InnerLoop->getHeader()) << "Cannot interchange loops because they are not tightly " "nested."; }); return false; } if (!areInnerLoopExitPHIsSupported(OuterLoop, InnerLoop, OuterInnerReductions)) { LLVM_DEBUG(dbgs() << "Found unsupported PHI nodes in inner loop exit.\n"); ORE->emit([&]() { return OptimizationRemarkMissed(DEBUG_TYPE, "UnsupportedExitPHI", InnerLoop->getStartLoc(), InnerLoop->getHeader()) << "Found unsupported PHI node in loop exit."; }); return false; } if (!areOuterLoopExitPHIsSupported(OuterLoop, InnerLoop)) { LLVM_DEBUG(dbgs() << "Found unsupported PHI nodes in outer loop exit.\n"); ORE->emit([&]() { return OptimizationRemarkMissed(DEBUG_TYPE, "UnsupportedExitPHI", OuterLoop->getStartLoc(), OuterLoop->getHeader()) << "Found unsupported PHI node in loop exit."; }); return false; } return true; } int LoopInterchangeProfitability::getInstrOrderCost() { unsigned GoodOrder, BadOrder; BadOrder = GoodOrder = 0; for (BasicBlock *BB : InnerLoop->blocks()) { for (Instruction &Ins : *BB) { if (const GetElementPtrInst *GEP = dyn_cast(&Ins)) { unsigned NumOp = GEP->getNumOperands(); bool FoundInnerInduction = false; bool FoundOuterInduction = false; for (unsigned i = 0; i < NumOp; ++i) { const SCEV *OperandVal = SE->getSCEV(GEP->getOperand(i)); const SCEVAddRecExpr *AR = dyn_cast(OperandVal); if (!AR) continue; // If we find the inner induction after an outer induction e.g. // for(int i=0;igetLoop() == InnerLoop) { // We found an InnerLoop induction after OuterLoop induction. It is // a good order. FoundInnerInduction = true; if (FoundOuterInduction) { GoodOrder++; break; } } // If we find the outer induction after an inner induction e.g. // for(int i=0;igetLoop() == OuterLoop) { // We found an OuterLoop induction after InnerLoop induction. It is // a bad order. FoundOuterInduction = true; if (FoundInnerInduction) { BadOrder++; break; } } } } } } return GoodOrder - BadOrder; } static bool isProfitableForVectorization(unsigned InnerLoopId, unsigned OuterLoopId, CharMatrix &DepMatrix) { // TODO: Improve this heuristic to catch more cases. // If the inner loop is loop independent or doesn't carry any dependency it is // profitable to move this to outer position. for (auto &Row : DepMatrix) { if (Row[InnerLoopId] != 'S' && Row[InnerLoopId] != 'I') return false; // TODO: We need to improve this heuristic. if (Row[OuterLoopId] != '=') return false; } // If outer loop has dependence and inner loop is loop independent then it is // profitable to interchange to enable parallelism. // If there are no dependences, interchanging will not improve anything. return !DepMatrix.empty(); } bool LoopInterchangeProfitability::isProfitable(unsigned InnerLoopId, unsigned OuterLoopId, CharMatrix &DepMatrix) { // TODO: Add better profitability checks. // e.g // 1) Construct dependency matrix and move the one with no loop carried dep // inside to enable vectorization. // This is rough cost estimation algorithm. It counts the good and bad order // of induction variables in the instruction and allows reordering if number // of bad orders is more than good. int Cost = getInstrOrderCost(); LLVM_DEBUG(dbgs() << "Cost = " << Cost << "\n"); if (Cost < -LoopInterchangeCostThreshold) return true; // It is not profitable as per current cache profitability model. But check if // we can move this loop outside to improve parallelism. if (isProfitableForVectorization(InnerLoopId, OuterLoopId, DepMatrix)) return true; ORE->emit([&]() { return OptimizationRemarkMissed(DEBUG_TYPE, "InterchangeNotProfitable", InnerLoop->getStartLoc(), InnerLoop->getHeader()) << "Interchanging loops is too costly (cost=" << ore::NV("Cost", Cost) << ", threshold=" << ore::NV("Threshold", LoopInterchangeCostThreshold) << ") and it does not improve parallelism."; }); return false; } void LoopInterchangeTransform::removeChildLoop(Loop *OuterLoop, Loop *InnerLoop) { for (Loop *L : *OuterLoop) if (L == InnerLoop) { OuterLoop->removeChildLoop(L); return; } llvm_unreachable("Couldn't find loop"); } /// Update LoopInfo, after interchanging. NewInner and NewOuter refer to the /// new inner and outer loop after interchanging: NewInner is the original /// outer loop and NewOuter is the original inner loop. /// /// Before interchanging, we have the following structure /// Outer preheader // Outer header // Inner preheader // Inner header // Inner body // Inner latch // outer bbs // Outer latch // // After interchanging: // Inner preheader // Inner header // Outer preheader // Outer header // Inner body // outer bbs // Outer latch // Inner latch void LoopInterchangeTransform::restructureLoops( Loop *NewInner, Loop *NewOuter, BasicBlock *OrigInnerPreHeader, BasicBlock *OrigOuterPreHeader) { Loop *OuterLoopParent = OuterLoop->getParentLoop(); // The original inner loop preheader moves from the new inner loop to // the parent loop, if there is one. NewInner->removeBlockFromLoop(OrigInnerPreHeader); LI->changeLoopFor(OrigInnerPreHeader, OuterLoopParent); // Switch the loop levels. if (OuterLoopParent) { // Remove the loop from its parent loop. removeChildLoop(OuterLoopParent, NewInner); removeChildLoop(NewInner, NewOuter); OuterLoopParent->addChildLoop(NewOuter); } else { removeChildLoop(NewInner, NewOuter); LI->changeTopLevelLoop(NewInner, NewOuter); } while (!NewOuter->empty()) NewInner->addChildLoop(NewOuter->removeChildLoop(NewOuter->begin())); NewOuter->addChildLoop(NewInner); // BBs from the original inner loop. SmallVector OrigInnerBBs(NewOuter->blocks()); // Add BBs from the original outer loop to the original inner loop (excluding // BBs already in inner loop) for (BasicBlock *BB : NewInner->blocks()) if (LI->getLoopFor(BB) == NewInner) NewOuter->addBlockEntry(BB); // Now remove inner loop header and latch from the new inner loop and move // other BBs (the loop body) to the new inner loop. BasicBlock *OuterHeader = NewOuter->getHeader(); BasicBlock *OuterLatch = NewOuter->getLoopLatch(); for (BasicBlock *BB : OrigInnerBBs) { // Nothing will change for BBs in child loops. if (LI->getLoopFor(BB) != NewOuter) continue; // Remove the new outer loop header and latch from the new inner loop. if (BB == OuterHeader || BB == OuterLatch) NewInner->removeBlockFromLoop(BB); else LI->changeLoopFor(BB, NewInner); } // The preheader of the original outer loop becomes part of the new // outer loop. NewOuter->addBlockEntry(OrigOuterPreHeader); LI->changeLoopFor(OrigOuterPreHeader, NewOuter); // Tell SE that we move the loops around. SE->forgetLoop(NewOuter); SE->forgetLoop(NewInner); } bool LoopInterchangeTransform::transform() { bool Transformed = false; Instruction *InnerIndexVar; if (InnerLoop->getSubLoops().empty()) { BasicBlock *InnerLoopPreHeader = InnerLoop->getLoopPreheader(); LLVM_DEBUG(dbgs() << "Splitting the inner loop latch\n"); PHINode *InductionPHI = getInductionVariable(InnerLoop, SE); if (!InductionPHI) { LLVM_DEBUG(dbgs() << "Failed to find the point to split loop latch \n"); return false; } if (InductionPHI->getIncomingBlock(0) == InnerLoopPreHeader) InnerIndexVar = dyn_cast(InductionPHI->getIncomingValue(1)); else InnerIndexVar = dyn_cast(InductionPHI->getIncomingValue(0)); // Ensure that InductionPHI is the first Phi node. if (&InductionPHI->getParent()->front() != InductionPHI) InductionPHI->moveBefore(&InductionPHI->getParent()->front()); // Create a new latch block for the inner loop. We split at the // current latch's terminator and then move the condition and all // operands that are not either loop-invariant or the induction PHI into the // new latch block. BasicBlock *NewLatch = SplitBlock(InnerLoop->getLoopLatch(), InnerLoop->getLoopLatch()->getTerminator(), DT, LI); SmallSetVector WorkList; unsigned i = 0; auto MoveInstructions = [&i, &WorkList, this, InductionPHI, NewLatch]() { for (; i < WorkList.size(); i++) { // Duplicate instruction and move it the new latch. Update uses that // have been moved. Instruction *NewI = WorkList[i]->clone(); NewI->insertBefore(NewLatch->getFirstNonPHI()); assert(!NewI->mayHaveSideEffects() && "Moving instructions with side-effects may change behavior of " "the loop nest!"); for (auto UI = WorkList[i]->use_begin(), UE = WorkList[i]->use_end(); UI != UE;) { Use &U = *UI++; Instruction *UserI = cast(U.getUser()); if (!InnerLoop->contains(UserI->getParent()) || UserI->getParent() == NewLatch || UserI == InductionPHI) U.set(NewI); } // Add operands of moved instruction to the worklist, except if they are // outside the inner loop or are the induction PHI. for (Value *Op : WorkList[i]->operands()) { Instruction *OpI = dyn_cast(Op); if (!OpI || this->LI->getLoopFor(OpI->getParent()) != this->InnerLoop || OpI == InductionPHI) continue; WorkList.insert(OpI); } } }; // FIXME: Should we interchange when we have a constant condition? Instruction *CondI = dyn_cast( cast(InnerLoop->getLoopLatch()->getTerminator()) ->getCondition()); if (CondI) WorkList.insert(CondI); MoveInstructions(); WorkList.insert(cast(InnerIndexVar)); MoveInstructions(); // Splits the inner loops phi nodes out into a separate basic block. BasicBlock *InnerLoopHeader = InnerLoop->getHeader(); SplitBlock(InnerLoopHeader, InnerLoopHeader->getFirstNonPHI(), DT, LI); LLVM_DEBUG(dbgs() << "splitting InnerLoopHeader done\n"); } Transformed |= adjustLoopLinks(); if (!Transformed) { LLVM_DEBUG(dbgs() << "adjustLoopLinks failed\n"); return false; } return true; } /// \brief Move all instructions except the terminator from FromBB right before /// InsertBefore static void moveBBContents(BasicBlock *FromBB, Instruction *InsertBefore) { auto &ToList = InsertBefore->getParent()->getInstList(); auto &FromList = FromBB->getInstList(); ToList.splice(InsertBefore->getIterator(), FromList, FromList.begin(), FromBB->getTerminator()->getIterator()); } /// Swap instructions between \p BB1 and \p BB2 but keep terminators intact. static void swapBBContents(BasicBlock *BB1, BasicBlock *BB2) { // Save all non-terminator instructions of BB1 into TempInstrs and unlink them // from BB1 afterwards. auto Iter = map_range(*BB1, [](Instruction &I) { return &I; }); SmallVector TempInstrs(Iter.begin(), std::prev(Iter.end())); for (Instruction *I : TempInstrs) I->removeFromParent(); // Move instructions from BB2 to BB1. moveBBContents(BB2, BB1->getTerminator()); // Move instructions from TempInstrs to BB2. for (Instruction *I : TempInstrs) I->insertBefore(BB2->getTerminator()); } // Update BI to jump to NewBB instead of OldBB. Records updates to the // dominator tree in DTUpdates. If \p MustUpdateOnce is true, assert that // \p OldBB is exactly once in BI's successor list. static void updateSuccessor(BranchInst *BI, BasicBlock *OldBB, BasicBlock *NewBB, std::vector &DTUpdates, bool MustUpdateOnce = true) { assert((!MustUpdateOnce || llvm::count_if(successors(BI), [OldBB](BasicBlock *BB) { return BB == OldBB; }) == 1) && "BI must jump to OldBB exactly once."); bool Changed = false; for (Use &Op : BI->operands()) if (Op == OldBB) { Op.set(NewBB); Changed = true; } if (Changed) { DTUpdates.push_back( {DominatorTree::UpdateKind::Insert, BI->getParent(), NewBB}); DTUpdates.push_back( {DominatorTree::UpdateKind::Delete, BI->getParent(), OldBB}); } assert(Changed && "Expected a successor to be updated"); } // Move Lcssa PHIs to the right place. static void moveLCSSAPhis(BasicBlock *InnerExit, BasicBlock *InnerHeader, BasicBlock *InnerLatch, BasicBlock *OuterHeader, BasicBlock *OuterLatch, BasicBlock *OuterExit, Loop *InnerLoop, LoopInfo *LI) { // Deal with LCSSA PHI nodes in the exit block of the inner loop, that are // defined either in the header or latch. Those blocks will become header and // latch of the new outer loop, and the only possible users can PHI nodes // in the exit block of the loop nest or the outer loop header (reduction // PHIs, in that case, the incoming value must be defined in the inner loop // header). We can just substitute the user with the incoming value and remove // the PHI. for (PHINode &P : make_early_inc_range(InnerExit->phis())) { assert(P.getNumIncomingValues() == 1 && "Only loops with a single exit are supported!"); // Incoming values are guaranteed be instructions currently. auto IncI = cast(P.getIncomingValueForBlock(InnerLatch)); // Skip phis with incoming values from the inner loop body, excluding the // header and latch. if (IncI->getParent() != InnerLatch && IncI->getParent() != InnerHeader) continue; assert(all_of(P.users(), [OuterHeader, OuterExit, IncI, InnerHeader](User *U) { return (cast(U)->getParent() == OuterHeader && IncI->getParent() == InnerHeader) || cast(U)->getParent() == OuterExit; }) && "Can only replace phis iff the uses are in the loop nest exit or " "the incoming value is defined in the inner header (it will " "dominate all loop blocks after interchanging)"); P.replaceAllUsesWith(IncI); P.eraseFromParent(); } SmallVector LcssaInnerExit; for (PHINode &P : InnerExit->phis()) LcssaInnerExit.push_back(&P); SmallVector LcssaInnerLatch; for (PHINode &P : InnerLatch->phis()) LcssaInnerLatch.push_back(&P); // Lcssa PHIs for values used outside the inner loop are in InnerExit. // If a PHI node has users outside of InnerExit, it has a use outside the // interchanged loop and we have to preserve it. We move these to // InnerLatch, which will become the new exit block for the innermost // loop after interchanging. for (PHINode *P : LcssaInnerExit) P->moveBefore(InnerLatch->getFirstNonPHI()); // If the inner loop latch contains LCSSA PHIs, those come from a child loop // and we have to move them to the new inner latch. for (PHINode *P : LcssaInnerLatch) P->moveBefore(InnerExit->getFirstNonPHI()); // Deal with LCSSA PHI nodes in the loop nest exit block. For PHIs that have // incoming values defined in the outer loop, we have to add a new PHI // in the inner loop latch, which became the exit block of the outer loop, // after interchanging. if (OuterExit) { for (PHINode &P : OuterExit->phis()) { if (P.getNumIncomingValues() != 1) continue; // Skip Phis with incoming values defined in the inner loop. Those should // already have been updated. auto I = dyn_cast(P.getIncomingValue(0)); if (!I || LI->getLoopFor(I->getParent()) == InnerLoop) continue; PHINode *NewPhi = dyn_cast(P.clone()); NewPhi->setIncomingValue(0, P.getIncomingValue(0)); NewPhi->setIncomingBlock(0, OuterLatch); NewPhi->insertBefore(InnerLatch->getFirstNonPHI()); P.setIncomingValue(0, NewPhi); } } // Now adjust the incoming blocks for the LCSSA PHIs. // For PHIs moved from Inner's exit block, we need to replace Inner's latch // with the new latch. InnerLatch->replacePhiUsesWith(InnerLatch, OuterLatch); } bool LoopInterchangeTransform::adjustLoopBranches() { LLVM_DEBUG(dbgs() << "adjustLoopBranches called\n"); std::vector DTUpdates; BasicBlock *OuterLoopPreHeader = OuterLoop->getLoopPreheader(); BasicBlock *InnerLoopPreHeader = InnerLoop->getLoopPreheader(); assert(OuterLoopPreHeader != OuterLoop->getHeader() && InnerLoopPreHeader != InnerLoop->getHeader() && OuterLoopPreHeader && InnerLoopPreHeader && "Guaranteed by loop-simplify form"); // Ensure that both preheaders do not contain PHI nodes and have single // predecessors. This allows us to move them easily. We use // InsertPreHeaderForLoop to create an 'extra' preheader, if the existing // preheaders do not satisfy those conditions. if (isa(OuterLoopPreHeader->begin()) || !OuterLoopPreHeader->getUniquePredecessor()) OuterLoopPreHeader = InsertPreheaderForLoop(OuterLoop, DT, LI, nullptr, true); if (InnerLoopPreHeader == OuterLoop->getHeader()) InnerLoopPreHeader = InsertPreheaderForLoop(InnerLoop, DT, LI, nullptr, true); // Adjust the loop preheader BasicBlock *InnerLoopHeader = InnerLoop->getHeader(); BasicBlock *OuterLoopHeader = OuterLoop->getHeader(); BasicBlock *InnerLoopLatch = InnerLoop->getLoopLatch(); BasicBlock *OuterLoopLatch = OuterLoop->getLoopLatch(); BasicBlock *OuterLoopPredecessor = OuterLoopPreHeader->getUniquePredecessor(); BasicBlock *InnerLoopLatchPredecessor = InnerLoopLatch->getUniquePredecessor(); BasicBlock *InnerLoopLatchSuccessor; BasicBlock *OuterLoopLatchSuccessor; BranchInst *OuterLoopLatchBI = dyn_cast(OuterLoopLatch->getTerminator()); BranchInst *InnerLoopLatchBI = dyn_cast(InnerLoopLatch->getTerminator()); BranchInst *OuterLoopHeaderBI = dyn_cast(OuterLoopHeader->getTerminator()); BranchInst *InnerLoopHeaderBI = dyn_cast(InnerLoopHeader->getTerminator()); if (!OuterLoopPredecessor || !InnerLoopLatchPredecessor || !OuterLoopLatchBI || !InnerLoopLatchBI || !OuterLoopHeaderBI || !InnerLoopHeaderBI) return false; BranchInst *InnerLoopLatchPredecessorBI = dyn_cast(InnerLoopLatchPredecessor->getTerminator()); BranchInst *OuterLoopPredecessorBI = dyn_cast(OuterLoopPredecessor->getTerminator()); if (!OuterLoopPredecessorBI || !InnerLoopLatchPredecessorBI) return false; BasicBlock *InnerLoopHeaderSuccessor = InnerLoopHeader->getUniqueSuccessor(); if (!InnerLoopHeaderSuccessor) return false; // Adjust Loop Preheader and headers. // The branches in the outer loop predecessor and the outer loop header can // be unconditional branches or conditional branches with duplicates. Consider // this when updating the successors. updateSuccessor(OuterLoopPredecessorBI, OuterLoopPreHeader, InnerLoopPreHeader, DTUpdates, /*MustUpdateOnce=*/false); // The outer loop header might or might not branch to the outer latch. // We are guaranteed to branch to the inner loop preheader. if (std::find(succ_begin(OuterLoopHeaderBI), succ_end(OuterLoopHeaderBI), OuterLoopLatch) != succ_end(OuterLoopHeaderBI)) updateSuccessor(OuterLoopHeaderBI, OuterLoopLatch, LoopExit, DTUpdates, /*MustUpdateOnce=*/false); updateSuccessor(OuterLoopHeaderBI, InnerLoopPreHeader, InnerLoopHeaderSuccessor, DTUpdates, /*MustUpdateOnce=*/false); // Adjust reduction PHI's now that the incoming block has changed. InnerLoopHeaderSuccessor->replacePhiUsesWith(InnerLoopHeader, OuterLoopHeader); updateSuccessor(InnerLoopHeaderBI, InnerLoopHeaderSuccessor, OuterLoopPreHeader, DTUpdates); // -------------Adjust loop latches----------- if (InnerLoopLatchBI->getSuccessor(0) == InnerLoopHeader) InnerLoopLatchSuccessor = InnerLoopLatchBI->getSuccessor(1); else InnerLoopLatchSuccessor = InnerLoopLatchBI->getSuccessor(0); updateSuccessor(InnerLoopLatchPredecessorBI, InnerLoopLatch, InnerLoopLatchSuccessor, DTUpdates); if (OuterLoopLatchBI->getSuccessor(0) == OuterLoopHeader) OuterLoopLatchSuccessor = OuterLoopLatchBI->getSuccessor(1); else OuterLoopLatchSuccessor = OuterLoopLatchBI->getSuccessor(0); updateSuccessor(InnerLoopLatchBI, InnerLoopLatchSuccessor, OuterLoopLatchSuccessor, DTUpdates); updateSuccessor(OuterLoopLatchBI, OuterLoopLatchSuccessor, InnerLoopLatch, DTUpdates); DT->applyUpdates(DTUpdates); restructureLoops(OuterLoop, InnerLoop, InnerLoopPreHeader, OuterLoopPreHeader); moveLCSSAPhis(InnerLoopLatchSuccessor, InnerLoopHeader, InnerLoopLatch, OuterLoopHeader, OuterLoopLatch, InnerLoop->getExitBlock(), InnerLoop, LI); // For PHIs in the exit block of the outer loop, outer's latch has been // replaced by Inners'. OuterLoopLatchSuccessor->replacePhiUsesWith(OuterLoopLatch, InnerLoopLatch); // Now update the reduction PHIs in the inner and outer loop headers. SmallVector InnerLoopPHIs, OuterLoopPHIs; for (PHINode &PHI : drop_begin(InnerLoopHeader->phis(), 1)) InnerLoopPHIs.push_back(cast(&PHI)); for (PHINode &PHI : drop_begin(OuterLoopHeader->phis(), 1)) OuterLoopPHIs.push_back(cast(&PHI)); auto &OuterInnerReductions = LIL.getOuterInnerReductions(); (void)OuterInnerReductions; // Now move the remaining reduction PHIs from outer to inner loop header and // vice versa. The PHI nodes must be part of a reduction across the inner and // outer loop and all the remains to do is and updating the incoming blocks. for (PHINode *PHI : OuterLoopPHIs) { PHI->moveBefore(InnerLoopHeader->getFirstNonPHI()); assert(OuterInnerReductions.count(PHI) && "Expected a reduction PHI node"); } for (PHINode *PHI : InnerLoopPHIs) { PHI->moveBefore(OuterLoopHeader->getFirstNonPHI()); assert(OuterInnerReductions.count(PHI) && "Expected a reduction PHI node"); } // Update the incoming blocks for moved PHI nodes. OuterLoopHeader->replacePhiUsesWith(InnerLoopPreHeader, OuterLoopPreHeader); OuterLoopHeader->replacePhiUsesWith(InnerLoopLatch, OuterLoopLatch); InnerLoopHeader->replacePhiUsesWith(OuterLoopPreHeader, InnerLoopPreHeader); InnerLoopHeader->replacePhiUsesWith(OuterLoopLatch, InnerLoopLatch); return true; } bool LoopInterchangeTransform::adjustLoopLinks() { // Adjust all branches in the inner and outer loop. bool Changed = adjustLoopBranches(); if (Changed) { // We have interchanged the preheaders so we need to interchange the data in // the preheaders as well. This is because the content of the inner // preheader was previously executed inside the outer loop. BasicBlock *OuterLoopPreHeader = OuterLoop->getLoopPreheader(); BasicBlock *InnerLoopPreHeader = InnerLoop->getLoopPreheader(); swapBBContents(OuterLoopPreHeader, InnerLoopPreHeader); } return Changed; } char LoopInterchange::ID = 0; INITIALIZE_PASS_BEGIN(LoopInterchange, "loop-interchange", "Interchanges loops for cache reuse", false, false) INITIALIZE_PASS_DEPENDENCY(LoopPass) INITIALIZE_PASS_DEPENDENCY(DependenceAnalysisWrapperPass) INITIALIZE_PASS_DEPENDENCY(OptimizationRemarkEmitterWrapperPass) INITIALIZE_PASS_END(LoopInterchange, "loop-interchange", "Interchanges loops for cache reuse", false, false) Pass *llvm::createLoopInterchangePass() { return new LoopInterchange(); }