| //===-------- LoopDataPrefetch.cpp - Loop Data Prefetching 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 file implements a Loop Data Prefetching Pass. | |
| // | |
| //===----------------------------------------------------------------------===// | |
| #include "llvm/Transforms/Scalar/LoopDataPrefetch.h" | |
| #include "llvm/InitializePasses.h" | |
| #include "llvm/ADT/DepthFirstIterator.h" | |
| #include "llvm/ADT/Statistic.h" | |
| #include "llvm/Analysis/AssumptionCache.h" | |
| #include "llvm/Analysis/CodeMetrics.h" | |
| #include "llvm/Analysis/LoopInfo.h" | |
| #include "llvm/Analysis/OptimizationRemarkEmitter.h" | |
| #include "llvm/Analysis/ScalarEvolution.h" | |
| #include "llvm/Analysis/ScalarEvolutionExpressions.h" | |
| #include "llvm/Analysis/TargetTransformInfo.h" | |
| #include "llvm/IR/Dominators.h" | |
| #include "llvm/IR/Function.h" | |
| #include "llvm/IR/Module.h" | |
| #include "llvm/Support/CommandLine.h" | |
| #include "llvm/Support/Debug.h" | |
| #include "llvm/Transforms/Scalar.h" | |
| #include "llvm/Transforms/Utils.h" | |
| #include "llvm/Transforms/Utils/ScalarEvolutionExpander.h" | |
| #define DEBUG_TYPE "loop-data-prefetch" | |
| using namespace llvm; | |
| // By default, we limit this to creating 16 PHIs (which is a little over half | |
| // of the allocatable register set). | |
| static cl::opt<bool> | |
| PrefetchWrites("loop-prefetch-writes", cl::Hidden, cl::init(false), | |
| cl::desc("Prefetch write addresses")); | |
| static cl::opt<unsigned> | |
| PrefetchDistance("prefetch-distance", | |
| cl::desc("Number of instructions to prefetch ahead"), | |
| cl::Hidden); | |
| static cl::opt<unsigned> | |
| MinPrefetchStride("min-prefetch-stride", | |
| cl::desc("Min stride to add prefetches"), cl::Hidden); | |
| static cl::opt<unsigned> MaxPrefetchIterationsAhead( | |
| "max-prefetch-iters-ahead", | |
| cl::desc("Max number of iterations to prefetch ahead"), cl::Hidden); | |
| STATISTIC(NumPrefetches, "Number of prefetches inserted"); | |
| namespace { | |
| /// Loop prefetch implementation class. | |
| class LoopDataPrefetch { | |
| public: | |
| LoopDataPrefetch(AssumptionCache *AC, DominatorTree *DT, LoopInfo *LI, | |
| ScalarEvolution *SE, const TargetTransformInfo *TTI, | |
| OptimizationRemarkEmitter *ORE) | |
| : AC(AC), DT(DT), LI(LI), SE(SE), TTI(TTI), ORE(ORE) {} | |
| bool run(); | |
| private: | |
| bool runOnLoop(Loop *L); | |
| /// Check if the stride of the accesses is large enough to | |
| /// warrant a prefetch. | |
| bool isStrideLargeEnough(const SCEVAddRecExpr *AR, unsigned TargetMinStride); | |
| unsigned getMinPrefetchStride(unsigned NumMemAccesses, | |
| unsigned NumStridedMemAccesses, | |
| unsigned NumPrefetches, | |
| bool HasCall) { | |
| if (MinPrefetchStride.getNumOccurrences() > 0) | |
| return MinPrefetchStride; | |
| return TTI->getMinPrefetchStride(NumMemAccesses, NumStridedMemAccesses, | |
| NumPrefetches, HasCall); | |
| } | |
| unsigned getPrefetchDistance() { | |
| if (PrefetchDistance.getNumOccurrences() > 0) | |
| return PrefetchDistance; | |
| return TTI->getPrefetchDistance(); | |
| } | |
| unsigned getMaxPrefetchIterationsAhead() { | |
| if (MaxPrefetchIterationsAhead.getNumOccurrences() > 0) | |
| return MaxPrefetchIterationsAhead; | |
| return TTI->getMaxPrefetchIterationsAhead(); | |
| } | |
| bool doPrefetchWrites() { | |
| if (PrefetchWrites.getNumOccurrences() > 0) | |
| return PrefetchWrites; | |
| return TTI->enableWritePrefetching(); | |
| } | |
| AssumptionCache *AC; | |
| DominatorTree *DT; | |
| LoopInfo *LI; | |
| ScalarEvolution *SE; | |
| const TargetTransformInfo *TTI; | |
| OptimizationRemarkEmitter *ORE; | |
| }; | |
| /// Legacy class for inserting loop data prefetches. | |
| class LoopDataPrefetchLegacyPass : public FunctionPass { | |
| public: | |
| static char ID; // Pass ID, replacement for typeid | |
| LoopDataPrefetchLegacyPass() : FunctionPass(ID) { | |
| initializeLoopDataPrefetchLegacyPassPass(*PassRegistry::getPassRegistry()); | |
| } | |
| void getAnalysisUsage(AnalysisUsage &AU) const override { | |
| AU.addRequired<AssumptionCacheTracker>(); | |
| AU.addRequired<DominatorTreeWrapperPass>(); | |
| AU.addPreserved<DominatorTreeWrapperPass>(); | |
| AU.addRequired<LoopInfoWrapperPass>(); | |
| AU.addPreserved<LoopInfoWrapperPass>(); | |
| AU.addRequiredID(LoopSimplifyID); | |
| AU.addPreservedID(LoopSimplifyID); | |
| AU.addRequired<OptimizationRemarkEmitterWrapperPass>(); | |
| AU.addRequired<ScalarEvolutionWrapperPass>(); | |
| AU.addPreserved<ScalarEvolutionWrapperPass>(); | |
| AU.addRequired<TargetTransformInfoWrapperPass>(); | |
| } | |
| bool runOnFunction(Function &F) override; | |
| }; | |
| } | |
| char LoopDataPrefetchLegacyPass::ID = 0; | |
| INITIALIZE_PASS_BEGIN(LoopDataPrefetchLegacyPass, "loop-data-prefetch", | |
| "Loop Data Prefetch", false, false) | |
| INITIALIZE_PASS_DEPENDENCY(AssumptionCacheTracker) | |
| INITIALIZE_PASS_DEPENDENCY(TargetTransformInfoWrapperPass) | |
| INITIALIZE_PASS_DEPENDENCY(LoopInfoWrapperPass) | |
| INITIALIZE_PASS_DEPENDENCY(LoopSimplify) | |
| INITIALIZE_PASS_DEPENDENCY(OptimizationRemarkEmitterWrapperPass) | |
| INITIALIZE_PASS_DEPENDENCY(ScalarEvolutionWrapperPass) | |
| INITIALIZE_PASS_END(LoopDataPrefetchLegacyPass, "loop-data-prefetch", | |
| "Loop Data Prefetch", false, false) | |
| FunctionPass *llvm::createLoopDataPrefetchPass() { | |
| return new LoopDataPrefetchLegacyPass(); | |
| } | |
| bool LoopDataPrefetch::isStrideLargeEnough(const SCEVAddRecExpr *AR, | |
| unsigned TargetMinStride) { | |
| // No need to check if any stride goes. | |
| if (TargetMinStride <= 1) | |
| return true; | |
| const auto *ConstStride = dyn_cast<SCEVConstant>(AR->getStepRecurrence(*SE)); | |
| // If MinStride is set, don't prefetch unless we can ensure that stride is | |
| // larger. | |
| if (!ConstStride) | |
| return false; | |
| unsigned AbsStride = std::abs(ConstStride->getAPInt().getSExtValue()); | |
| return TargetMinStride <= AbsStride; | |
| } | |
| PreservedAnalyses LoopDataPrefetchPass::run(Function &F, | |
| FunctionAnalysisManager &AM) { | |
| DominatorTree *DT = &AM.getResult<DominatorTreeAnalysis>(F); | |
| LoopInfo *LI = &AM.getResult<LoopAnalysis>(F); | |
| ScalarEvolution *SE = &AM.getResult<ScalarEvolutionAnalysis>(F); | |
| AssumptionCache *AC = &AM.getResult<AssumptionAnalysis>(F); | |
| OptimizationRemarkEmitter *ORE = | |
| &AM.getResult<OptimizationRemarkEmitterAnalysis>(F); | |
| const TargetTransformInfo *TTI = &AM.getResult<TargetIRAnalysis>(F); | |
| LoopDataPrefetch LDP(AC, DT, LI, SE, TTI, ORE); | |
| bool Changed = LDP.run(); | |
| if (Changed) { | |
| PreservedAnalyses PA; | |
| PA.preserve<DominatorTreeAnalysis>(); | |
| PA.preserve<LoopAnalysis>(); | |
| return PA; | |
| } | |
| return PreservedAnalyses::all(); | |
| } | |
| bool LoopDataPrefetchLegacyPass::runOnFunction(Function &F) { | |
| if (skipFunction(F)) | |
| return false; | |
| DominatorTree *DT = &getAnalysis<DominatorTreeWrapperPass>().getDomTree(); | |
| LoopInfo *LI = &getAnalysis<LoopInfoWrapperPass>().getLoopInfo(); | |
| ScalarEvolution *SE = &getAnalysis<ScalarEvolutionWrapperPass>().getSE(); | |
| AssumptionCache *AC = | |
| &getAnalysis<AssumptionCacheTracker>().getAssumptionCache(F); | |
| OptimizationRemarkEmitter *ORE = | |
| &getAnalysis<OptimizationRemarkEmitterWrapperPass>().getORE(); | |
| const TargetTransformInfo *TTI = | |
| &getAnalysis<TargetTransformInfoWrapperPass>().getTTI(F); | |
| LoopDataPrefetch LDP(AC, DT, LI, SE, TTI, ORE); | |
| return LDP.run(); | |
| } | |
| bool LoopDataPrefetch::run() { | |
| // If PrefetchDistance is not set, don't run the pass. This gives an | |
| // opportunity for targets to run this pass for selected subtargets only | |
| // (whose TTI sets PrefetchDistance and CacheLineSize). | |
| if (getPrefetchDistance() == 0 || TTI->getCacheLineSize() == 0) { | |
| LLVM_DEBUG(dbgs() << "Please set both PrefetchDistance and CacheLineSize " | |
| "for loop data prefetch.\n"); | |
| return false; | |
| } | |
| bool MadeChange = false; | |
| for (Loop *I : *LI) | |
| for (Loop *L : depth_first(I)) | |
| MadeChange |= runOnLoop(L); | |
| return MadeChange; | |
| } | |
| /// A record for a potential prefetch made during the initial scan of the | |
| /// loop. This is used to let a single prefetch target multiple memory accesses. | |
| struct Prefetch { | |
| /// The address formula for this prefetch as returned by ScalarEvolution. | |
| const SCEVAddRecExpr *LSCEVAddRec; | |
| /// The point of insertion for the prefetch instruction. | |
| Instruction *InsertPt = nullptr; | |
| /// True if targeting a write memory access. | |
| bool Writes = false; | |
| /// The (first seen) prefetched instruction. | |
| Instruction *MemI = nullptr; | |
| /// Constructor to create a new Prefetch for \p I. | |
| Prefetch(const SCEVAddRecExpr *L, Instruction *I) : LSCEVAddRec(L) { | |
| addInstruction(I); | |
| }; | |
| /// Add the instruction \param I to this prefetch. If it's not the first | |
| /// one, 'InsertPt' and 'Writes' will be updated as required. | |
| /// \param PtrDiff the known constant address difference to the first added | |
| /// instruction. | |
| void addInstruction(Instruction *I, DominatorTree *DT = nullptr, | |
| int64_t PtrDiff = 0) { | |
| if (!InsertPt) { | |
| MemI = I; | |
| InsertPt = I; | |
| Writes = isa<StoreInst>(I); | |
| } else { | |
| BasicBlock *PrefBB = InsertPt->getParent(); | |
| BasicBlock *InsBB = I->getParent(); | |
| if (PrefBB != InsBB) { | |
| BasicBlock *DomBB = DT->findNearestCommonDominator(PrefBB, InsBB); | |
| if (DomBB != PrefBB) | |
| InsertPt = DomBB->getTerminator(); | |
| } | |
| if (isa<StoreInst>(I) && PtrDiff == 0) | |
| Writes = true; | |
| } | |
| } | |
| }; | |
| bool LoopDataPrefetch::runOnLoop(Loop *L) { | |
| bool MadeChange = false; | |
| // Only prefetch in the inner-most loop | |
| if (!L->isInnermost()) | |
| return MadeChange; | |
| SmallPtrSet<const Value *, 32> EphValues; | |
| CodeMetrics::collectEphemeralValues(L, AC, EphValues); | |
| // Calculate the number of iterations ahead to prefetch | |
| CodeMetrics Metrics; | |
| bool HasCall = false; | |
| for (const auto BB : L->blocks()) { | |
| // If the loop already has prefetches, then assume that the user knows | |
| // what they are doing and don't add any more. | |
| for (auto &I : *BB) { | |
| if (isa<CallInst>(&I) || isa<InvokeInst>(&I)) { | |
| if (const Function *F = cast<CallBase>(I).getCalledFunction()) { | |
| if (F->getIntrinsicID() == Intrinsic::prefetch) | |
| return MadeChange; | |
| if (TTI->isLoweredToCall(F)) | |
| HasCall = true; | |
| } else { // indirect call. | |
| HasCall = true; | |
| } | |
| } | |
| } | |
| Metrics.analyzeBasicBlock(BB, *TTI, EphValues); | |
| } | |
| if (!Metrics.NumInsts.isValid()) | |
| return MadeChange; | |
| unsigned LoopSize = *Metrics.NumInsts.getValue(); | |
| if (!LoopSize) | |
| LoopSize = 1; | |
| unsigned ItersAhead = getPrefetchDistance() / LoopSize; | |
| if (!ItersAhead) | |
| ItersAhead = 1; | |
| if (ItersAhead > getMaxPrefetchIterationsAhead()) | |
| return MadeChange; | |
| unsigned ConstantMaxTripCount = SE->getSmallConstantMaxTripCount(L); | |
| if (ConstantMaxTripCount && ConstantMaxTripCount < ItersAhead + 1) | |
| return MadeChange; | |
| unsigned NumMemAccesses = 0; | |
| unsigned NumStridedMemAccesses = 0; | |
| SmallVector<Prefetch, 16> Prefetches; | |
| for (const auto BB : L->blocks()) | |
| for (auto &I : *BB) { | |
| Value *PtrValue; | |
| Instruction *MemI; | |
| if (LoadInst *LMemI = dyn_cast<LoadInst>(&I)) { | |
| MemI = LMemI; | |
| PtrValue = LMemI->getPointerOperand(); | |
| } else if (StoreInst *SMemI = dyn_cast<StoreInst>(&I)) { | |
| if (!doPrefetchWrites()) continue; | |
| MemI = SMemI; | |
| PtrValue = SMemI->getPointerOperand(); | |
| } else continue; | |
| unsigned PtrAddrSpace = PtrValue->getType()->getPointerAddressSpace(); | |
| if (!TTI->shouldPrefetchAddressSpace(PtrAddrSpace)) | |
| continue; | |
| NumMemAccesses++; | |
| if (L->isLoopInvariant(PtrValue)) | |
| continue; | |
| const SCEV *LSCEV = SE->getSCEV(PtrValue); | |
| const SCEVAddRecExpr *LSCEVAddRec = dyn_cast<SCEVAddRecExpr>(LSCEV); | |
| if (!LSCEVAddRec) | |
| continue; | |
| NumStridedMemAccesses++; | |
| // We don't want to double prefetch individual cache lines. If this | |
| // access is known to be within one cache line of some other one that | |
| // has already been prefetched, then don't prefetch this one as well. | |
| bool DupPref = false; | |
| for (auto &Pref : Prefetches) { | |
| const SCEV *PtrDiff = SE->getMinusSCEV(LSCEVAddRec, Pref.LSCEVAddRec); | |
| if (const SCEVConstant *ConstPtrDiff = | |
| dyn_cast<SCEVConstant>(PtrDiff)) { | |
| int64_t PD = std::abs(ConstPtrDiff->getValue()->getSExtValue()); | |
| if (PD < (int64_t) TTI->getCacheLineSize()) { | |
| Pref.addInstruction(MemI, DT, PD); | |
| DupPref = true; | |
| break; | |
| } | |
| } | |
| } | |
| if (!DupPref) | |
| Prefetches.push_back(Prefetch(LSCEVAddRec, MemI)); | |
| } | |
| unsigned TargetMinStride = | |
| getMinPrefetchStride(NumMemAccesses, NumStridedMemAccesses, | |
| Prefetches.size(), HasCall); | |
| LLVM_DEBUG(dbgs() << "Prefetching " << ItersAhead | |
| << " iterations ahead (loop size: " << LoopSize << ") in " | |
| << L->getHeader()->getParent()->getName() << ": " << *L); | |
| LLVM_DEBUG(dbgs() << "Loop has: " | |
| << NumMemAccesses << " memory accesses, " | |
| << NumStridedMemAccesses << " strided memory accesses, " | |
| << Prefetches.size() << " potential prefetch(es), " | |
| << "a minimum stride of " << TargetMinStride << ", " | |
| << (HasCall ? "calls" : "no calls") << ".\n"); | |
| for (auto &P : Prefetches) { | |
| // Check if the stride of the accesses is large enough to warrant a | |
| // prefetch. | |
| if (!isStrideLargeEnough(P.LSCEVAddRec, TargetMinStride)) | |
| continue; | |
| BasicBlock *BB = P.InsertPt->getParent(); | |
| SCEVExpander SCEVE(*SE, BB->getModule()->getDataLayout(), "prefaddr"); | |
| const SCEV *NextLSCEV = SE->getAddExpr(P.LSCEVAddRec, SE->getMulExpr( | |
| SE->getConstant(P.LSCEVAddRec->getType(), ItersAhead), | |
| P.LSCEVAddRec->getStepRecurrence(*SE))); | |
| if (!SCEVE.isSafeToExpand(NextLSCEV)) | |
| continue; | |
| unsigned PtrAddrSpace = NextLSCEV->getType()->getPointerAddressSpace(); | |
| Type *I8Ptr = Type::getInt8PtrTy(BB->getContext(), PtrAddrSpace); | |
| Value *PrefPtrValue = SCEVE.expandCodeFor(NextLSCEV, I8Ptr, P.InsertPt); | |
| IRBuilder<> Builder(P.InsertPt); | |
| Module *M = BB->getParent()->getParent(); | |
| Type *I32 = Type::getInt32Ty(BB->getContext()); | |
| Function *PrefetchFunc = Intrinsic::getDeclaration( | |
| M, Intrinsic::prefetch, PrefPtrValue->getType()); | |
| Builder.CreateCall( | |
| PrefetchFunc, | |
| {PrefPtrValue, | |
| ConstantInt::get(I32, P.Writes), | |
| ConstantInt::get(I32, 3), ConstantInt::get(I32, 1)}); | |
| ++NumPrefetches; | |
| LLVM_DEBUG(dbgs() << " Access: " | |
| << *P.MemI->getOperand(isa<LoadInst>(P.MemI) ? 0 : 1) | |
| << ", SCEV: " << *P.LSCEVAddRec << "\n"); | |
| ORE->emit([&]() { | |
| return OptimizationRemark(DEBUG_TYPE, "Prefetched", P.MemI) | |
| << "prefetched memory access"; | |
| }); | |
| MadeChange = true; | |
| } | |
| return MadeChange; | |
| } |