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- //===-------- 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/CFG.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/BasicBlockUtils.h"
- #include "llvm/Transforms/Utils/ScalarEvolutionExpander.h"
- #include "llvm/Transforms/Utils/ValueMapper.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).
- if (getPrefetchDistance() == 0)
- return false;
- assert(TTI->getCacheLineSize() && "Cache line size is not set for target");
- 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;
- /// True if targeting a write memory access.
- bool Writes;
- /// The (first seen) prefetched instruction.
- Instruction *MemI;
- /// Constructor to create a new Prefetch for \p I.
- Prefetch(const SCEVAddRecExpr *L, Instruction *I)
- : LSCEVAddRec(L), InsertPt(nullptr), Writes(false), MemI(nullptr) {
- 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);
- }
- unsigned LoopSize = Metrics.NumInsts;
- 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 (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;
- const SCEV *NextLSCEV = SE->getAddExpr(P.LSCEVAddRec, SE->getMulExpr(
- SE->getConstant(P.LSCEVAddRec->getType(), ItersAhead),
- P.LSCEVAddRec->getStepRecurrence(*SE)));
- if (!isSafeToExpand(NextLSCEV, *SE))
- continue;
- BasicBlock *BB = P.InsertPt->getParent();
- Type *I8Ptr = Type::getInt8PtrTy(BB->getContext(), 0/*PtrAddrSpace*/);
- SCEVExpander SCEVE(*SE, BB->getModule()->getDataLayout(), "prefaddr");
- 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;
- }
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