| //===-- LoopPredication.cpp - Guard based loop predication 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 | |
| // | |
| //===----------------------------------------------------------------------===// | |
| // | |
| // The LoopPredication pass tries to convert loop variant range checks to loop | |
| // invariant by widening checks across loop iterations. For example, it will | |
| // convert | |
| // | |
| // for (i = 0; i < n; i++) { | |
| // guard(i < len); | |
| // ... | |
| // } | |
| // | |
| // to | |
| // | |
| // for (i = 0; i < n; i++) { | |
| // guard(n - 1 < len); | |
| // ... | |
| // } | |
| // | |
| // After this transformation the condition of the guard is loop invariant, so | |
| // loop-unswitch can later unswitch the loop by this condition which basically | |
| // predicates the loop by the widened condition: | |
| // | |
| // if (n - 1 < len) | |
| // for (i = 0; i < n; i++) { | |
| // ... | |
| // } | |
| // else | |
| // deoptimize | |
| // | |
| // It's tempting to rely on SCEV here, but it has proven to be problematic. | |
| // Generally the facts SCEV provides about the increment step of add | |
| // recurrences are true if the backedge of the loop is taken, which implicitly | |
| // assumes that the guard doesn't fail. Using these facts to optimize the | |
| // guard results in a circular logic where the guard is optimized under the | |
| // assumption that it never fails. | |
| // | |
| // For example, in the loop below the induction variable will be marked as nuw | |
| // basing on the guard. Basing on nuw the guard predicate will be considered | |
| // monotonic. Given a monotonic condition it's tempting to replace the induction | |
| // variable in the condition with its value on the last iteration. But this | |
| // transformation is not correct, e.g. e = 4, b = 5 breaks the loop. | |
| // | |
| // for (int i = b; i != e; i++) | |
| // guard(i u< len) | |
| // | |
| // One of the ways to reason about this problem is to use an inductive proof | |
| // approach. Given the loop: | |
| // | |
| // if (B(0)) { | |
| // do { | |
| // I = PHI(0, I.INC) | |
| // I.INC = I + Step | |
| // guard(G(I)); | |
| // } while (B(I)); | |
| // } | |
| // | |
| // where B(x) and G(x) are predicates that map integers to booleans, we want a | |
| // loop invariant expression M such the following program has the same semantics | |
| // as the above: | |
| // | |
| // if (B(0)) { | |
| // do { | |
| // I = PHI(0, I.INC) | |
| // I.INC = I + Step | |
| // guard(G(0) && M); | |
| // } while (B(I)); | |
| // } | |
| // | |
| // One solution for M is M = forall X . (G(X) && B(X)) => G(X + Step) | |
| // | |
| // Informal proof that the transformation above is correct: | |
| // | |
| // By the definition of guards we can rewrite the guard condition to: | |
| // G(I) && G(0) && M | |
| // | |
| // Let's prove that for each iteration of the loop: | |
| // G(0) && M => G(I) | |
| // And the condition above can be simplified to G(Start) && M. | |
| // | |
| // Induction base. | |
| // G(0) && M => G(0) | |
| // | |
| // Induction step. Assuming G(0) && M => G(I) on the subsequent | |
| // iteration: | |
| // | |
| // B(I) is true because it's the backedge condition. | |
| // G(I) is true because the backedge is guarded by this condition. | |
| // | |
| // So M = forall X . (G(X) && B(X)) => G(X + Step) implies G(I + Step). | |
| // | |
| // Note that we can use anything stronger than M, i.e. any condition which | |
| // implies M. | |
| // | |
| // When S = 1 (i.e. forward iterating loop), the transformation is supported | |
| // when: | |
| // * The loop has a single latch with the condition of the form: | |
| // B(X) = latchStart + X <pred> latchLimit, | |
| // where <pred> is u<, u<=, s<, or s<=. | |
| // * The guard condition is of the form | |
| // G(X) = guardStart + X u< guardLimit | |
| // | |
| // For the ult latch comparison case M is: | |
| // forall X . guardStart + X u< guardLimit && latchStart + X <u latchLimit => | |
| // guardStart + X + 1 u< guardLimit | |
| // | |
| // The only way the antecedent can be true and the consequent can be false is | |
| // if | |
| // X == guardLimit - 1 - guardStart | |
| // (and guardLimit is non-zero, but we won't use this latter fact). | |
| // If X == guardLimit - 1 - guardStart then the second half of the antecedent is | |
| // latchStart + guardLimit - 1 - guardStart u< latchLimit | |
| // and its negation is | |
| // latchStart + guardLimit - 1 - guardStart u>= latchLimit | |
| // | |
| // In other words, if | |
| // latchLimit u<= latchStart + guardLimit - 1 - guardStart | |
| // then: | |
| // (the ranges below are written in ConstantRange notation, where [A, B) is the | |
| // set for (I = A; I != B; I++ /*maywrap*/) yield(I);) | |
| // | |
| // forall X . guardStart + X u< guardLimit && | |
| // latchStart + X u< latchLimit => | |
| // guardStart + X + 1 u< guardLimit | |
| // == forall X . guardStart + X u< guardLimit && | |
| // latchStart + X u< latchStart + guardLimit - 1 - guardStart => | |
| // guardStart + X + 1 u< guardLimit | |
| // == forall X . (guardStart + X) in [0, guardLimit) && | |
| // (latchStart + X) in [0, latchStart + guardLimit - 1 - guardStart) => | |
| // (guardStart + X + 1) in [0, guardLimit) | |
| // == forall X . X in [-guardStart, guardLimit - guardStart) && | |
| // X in [-latchStart, guardLimit - 1 - guardStart) => | |
| // X in [-guardStart - 1, guardLimit - guardStart - 1) | |
| // == true | |
| // | |
| // So the widened condition is: | |
| // guardStart u< guardLimit && | |
| // latchStart + guardLimit - 1 - guardStart u>= latchLimit | |
| // Similarly for ule condition the widened condition is: | |
| // guardStart u< guardLimit && | |
| // latchStart + guardLimit - 1 - guardStart u> latchLimit | |
| // For slt condition the widened condition is: | |
| // guardStart u< guardLimit && | |
| // latchStart + guardLimit - 1 - guardStart s>= latchLimit | |
| // For sle condition the widened condition is: | |
| // guardStart u< guardLimit && | |
| // latchStart + guardLimit - 1 - guardStart s> latchLimit | |
| // | |
| // When S = -1 (i.e. reverse iterating loop), the transformation is supported | |
| // when: | |
| // * The loop has a single latch with the condition of the form: | |
| // B(X) = X <pred> latchLimit, where <pred> is u>, u>=, s>, or s>=. | |
| // * The guard condition is of the form | |
| // G(X) = X - 1 u< guardLimit | |
| // | |
| // For the ugt latch comparison case M is: | |
| // forall X. X-1 u< guardLimit and X u> latchLimit => X-2 u< guardLimit | |
| // | |
| // The only way the antecedent can be true and the consequent can be false is if | |
| // X == 1. | |
| // If X == 1 then the second half of the antecedent is | |
| // 1 u> latchLimit, and its negation is latchLimit u>= 1. | |
| // | |
| // So the widened condition is: | |
| // guardStart u< guardLimit && latchLimit u>= 1. | |
| // Similarly for sgt condition the widened condition is: | |
| // guardStart u< guardLimit && latchLimit s>= 1. | |
| // For uge condition the widened condition is: | |
| // guardStart u< guardLimit && latchLimit u> 1. | |
| // For sge condition the widened condition is: | |
| // guardStart u< guardLimit && latchLimit s> 1. | |
| //===----------------------------------------------------------------------===// | |
| #include "llvm/Transforms/Scalar/LoopPredication.h" | |
| #include "llvm/ADT/Statistic.h" | |
| #include "llvm/Analysis/AliasAnalysis.h" | |
| #include "llvm/Analysis/BranchProbabilityInfo.h" | |
| #include "llvm/Analysis/GuardUtils.h" | |
| #include "llvm/Analysis/LoopInfo.h" | |
| #include "llvm/Analysis/LoopPass.h" | |
| #include "llvm/Analysis/MemorySSA.h" | |
| #include "llvm/Analysis/MemorySSAUpdater.h" | |
| #include "llvm/Analysis/ScalarEvolution.h" | |
| #include "llvm/Analysis/ScalarEvolutionExpressions.h" | |
| #include "llvm/IR/Function.h" | |
| #include "llvm/IR/IntrinsicInst.h" | |
| #include "llvm/IR/Module.h" | |
| #include "llvm/IR/PatternMatch.h" | |
| #include "llvm/IR/ProfDataUtils.h" | |
| #include "llvm/InitializePasses.h" | |
| #include "llvm/Pass.h" | |
| #include "llvm/Support/CommandLine.h" | |
| #include "llvm/Support/Debug.h" | |
| #include "llvm/Transforms/Scalar.h" | |
| #include "llvm/Transforms/Utils/GuardUtils.h" | |
| #include "llvm/Transforms/Utils/Local.h" | |
| #include "llvm/Transforms/Utils/LoopUtils.h" | |
| #include "llvm/Transforms/Utils/ScalarEvolutionExpander.h" | |
| #include <optional> | |
| #define DEBUG_TYPE "loop-predication" | |
| STATISTIC(TotalConsidered, "Number of guards considered"); | |
| STATISTIC(TotalWidened, "Number of checks widened"); | |
| using namespace llvm; | |
| static cl::opt<bool> EnableIVTruncation("loop-predication-enable-iv-truncation", | |
| cl::Hidden, cl::init(true)); | |
| static cl::opt<bool> EnableCountDownLoop("loop-predication-enable-count-down-loop", | |
| cl::Hidden, cl::init(true)); | |
| static cl::opt<bool> | |
| SkipProfitabilityChecks("loop-predication-skip-profitability-checks", | |
| cl::Hidden, cl::init(false)); | |
| // This is the scale factor for the latch probability. We use this during | |
| // profitability analysis to find other exiting blocks that have a much higher | |
| // probability of exiting the loop instead of loop exiting via latch. | |
| // This value should be greater than 1 for a sane profitability check. | |
| static cl::opt<float> LatchExitProbabilityScale( | |
| "loop-predication-latch-probability-scale", cl::Hidden, cl::init(2.0), | |
| cl::desc("scale factor for the latch probability. Value should be greater " | |
| "than 1. Lower values are ignored")); | |
| static cl::opt<bool> PredicateWidenableBranchGuards( | |
| "loop-predication-predicate-widenable-branches-to-deopt", cl::Hidden, | |
| cl::desc("Whether or not we should predicate guards " | |
| "expressed as widenable branches to deoptimize blocks"), | |
| cl::init(true)); | |
| static cl::opt<bool> InsertAssumesOfPredicatedGuardsConditions( | |
| "loop-predication-insert-assumes-of-predicated-guards-conditions", | |
| cl::Hidden, | |
| cl::desc("Whether or not we should insert assumes of conditions of " | |
| "predicated guards"), | |
| cl::init(true)); | |
| namespace { | |
| /// Represents an induction variable check: | |
| /// icmp Pred, <induction variable>, <loop invariant limit> | |
| struct LoopICmp { | |
| ICmpInst::Predicate Pred; | |
| const SCEVAddRecExpr *IV; | |
| const SCEV *Limit; | |
| LoopICmp(ICmpInst::Predicate Pred, const SCEVAddRecExpr *IV, | |
| const SCEV *Limit) | |
| : Pred(Pred), IV(IV), Limit(Limit) {} | |
| LoopICmp() = default; | |
| void dump() { | |
| dbgs() << "LoopICmp Pred = " << Pred << ", IV = " << *IV | |
| << ", Limit = " << *Limit << "\n"; | |
| } | |
| }; | |
| class LoopPredication { | |
| AliasAnalysis *AA; | |
| DominatorTree *DT; | |
| ScalarEvolution *SE; | |
| LoopInfo *LI; | |
| MemorySSAUpdater *MSSAU; | |
| Loop *L; | |
| const DataLayout *DL; | |
| BasicBlock *Preheader; | |
| LoopICmp LatchCheck; | |
| bool isSupportedStep(const SCEV* Step); | |
| std::optional<LoopICmp> parseLoopICmp(ICmpInst *ICI); | |
| std::optional<LoopICmp> parseLoopLatchICmp(); | |
| /// Return an insertion point suitable for inserting a safe to speculate | |
| /// instruction whose only user will be 'User' which has operands 'Ops'. A | |
| /// trivial result would be the at the User itself, but we try to return a | |
| /// loop invariant location if possible. | |
| Instruction *findInsertPt(Instruction *User, ArrayRef<Value*> Ops); | |
| /// Same as above, *except* that this uses the SCEV definition of invariant | |
| /// which is that an expression *can be made* invariant via SCEVExpander. | |
| /// Thus, this version is only suitable for finding an insert point to be be | |
| /// passed to SCEVExpander! | |
| Instruction *findInsertPt(const SCEVExpander &Expander, Instruction *User, | |
| ArrayRef<const SCEV *> Ops); | |
| /// Return true if the value is known to produce a single fixed value across | |
| /// all iterations on which it executes. Note that this does not imply | |
| /// speculation safety. That must be established separately. | |
| bool isLoopInvariantValue(const SCEV* S); | |
| Value *expandCheck(SCEVExpander &Expander, Instruction *Guard, | |
| ICmpInst::Predicate Pred, const SCEV *LHS, | |
| const SCEV *RHS); | |
| std::optional<Value *> widenICmpRangeCheck(ICmpInst *ICI, | |
| SCEVExpander &Expander, | |
| Instruction *Guard); | |
| std::optional<Value *> | |
| widenICmpRangeCheckIncrementingLoop(LoopICmp LatchCheck, LoopICmp RangeCheck, | |
| SCEVExpander &Expander, | |
| Instruction *Guard); | |
| std::optional<Value *> | |
| widenICmpRangeCheckDecrementingLoop(LoopICmp LatchCheck, LoopICmp RangeCheck, | |
| SCEVExpander &Expander, | |
| Instruction *Guard); | |
| unsigned collectChecks(SmallVectorImpl<Value *> &Checks, Value *Condition, | |
| SCEVExpander &Expander, Instruction *Guard); | |
| bool widenGuardConditions(IntrinsicInst *II, SCEVExpander &Expander); | |
| bool widenWidenableBranchGuardConditions(BranchInst *Guard, SCEVExpander &Expander); | |
| // If the loop always exits through another block in the loop, we should not | |
| // predicate based on the latch check. For example, the latch check can be a | |
| // very coarse grained check and there can be more fine grained exit checks | |
| // within the loop. | |
| bool isLoopProfitableToPredicate(); | |
| bool predicateLoopExits(Loop *L, SCEVExpander &Rewriter); | |
| public: | |
| LoopPredication(AliasAnalysis *AA, DominatorTree *DT, ScalarEvolution *SE, | |
| LoopInfo *LI, MemorySSAUpdater *MSSAU) | |
| : AA(AA), DT(DT), SE(SE), LI(LI), MSSAU(MSSAU){}; | |
| bool runOnLoop(Loop *L); | |
| }; | |
| class LoopPredicationLegacyPass : public LoopPass { | |
| public: | |
| static char ID; | |
| LoopPredicationLegacyPass() : LoopPass(ID) { | |
| initializeLoopPredicationLegacyPassPass(*PassRegistry::getPassRegistry()); | |
| } | |
| void getAnalysisUsage(AnalysisUsage &AU) const override { | |
| AU.addRequired<BranchProbabilityInfoWrapperPass>(); | |
| getLoopAnalysisUsage(AU); | |
| AU.addPreserved<MemorySSAWrapperPass>(); | |
| } | |
| bool runOnLoop(Loop *L, LPPassManager &LPM) override { | |
| if (skipLoop(L)) | |
| return false; | |
| auto *SE = &getAnalysis<ScalarEvolutionWrapperPass>().getSE(); | |
| auto *LI = &getAnalysis<LoopInfoWrapperPass>().getLoopInfo(); | |
| auto *DT = &getAnalysis<DominatorTreeWrapperPass>().getDomTree(); | |
| auto *MSSAWP = getAnalysisIfAvailable<MemorySSAWrapperPass>(); | |
| std::unique_ptr<MemorySSAUpdater> MSSAU; | |
| if (MSSAWP) | |
| MSSAU = std::make_unique<MemorySSAUpdater>(&MSSAWP->getMSSA()); | |
| auto *AA = &getAnalysis<AAResultsWrapperPass>().getAAResults(); | |
| LoopPredication LP(AA, DT, SE, LI, MSSAU ? MSSAU.get() : nullptr); | |
| return LP.runOnLoop(L); | |
| } | |
| }; | |
| char LoopPredicationLegacyPass::ID = 0; | |
| } // end namespace | |
| INITIALIZE_PASS_BEGIN(LoopPredicationLegacyPass, "loop-predication", | |
| "Loop predication", false, false) | |
| INITIALIZE_PASS_DEPENDENCY(BranchProbabilityInfoWrapperPass) | |
| INITIALIZE_PASS_DEPENDENCY(LoopPass) | |
| INITIALIZE_PASS_END(LoopPredicationLegacyPass, "loop-predication", | |
| "Loop predication", false, false) | |
| Pass *llvm::createLoopPredicationPass() { | |
| return new LoopPredicationLegacyPass(); | |
| } | |
| PreservedAnalyses LoopPredicationPass::run(Loop &L, LoopAnalysisManager &AM, | |
| LoopStandardAnalysisResults &AR, | |
| LPMUpdater &U) { | |
| std::unique_ptr<MemorySSAUpdater> MSSAU; | |
| if (AR.MSSA) | |
| MSSAU = std::make_unique<MemorySSAUpdater>(AR.MSSA); | |
| LoopPredication LP(&AR.AA, &AR.DT, &AR.SE, &AR.LI, | |
| MSSAU ? MSSAU.get() : nullptr); | |
| if (!LP.runOnLoop(&L)) | |
| return PreservedAnalyses::all(); | |
| auto PA = getLoopPassPreservedAnalyses(); | |
| if (AR.MSSA) | |
| PA.preserve<MemorySSAAnalysis>(); | |
| return PA; | |
| } | |
| std::optional<LoopICmp> LoopPredication::parseLoopICmp(ICmpInst *ICI) { | |
| auto Pred = ICI->getPredicate(); | |
| auto *LHS = ICI->getOperand(0); | |
| auto *RHS = ICI->getOperand(1); | |
| const SCEV *LHSS = SE->getSCEV(LHS); | |
| if (isa<SCEVCouldNotCompute>(LHSS)) | |
| return std::nullopt; | |
| const SCEV *RHSS = SE->getSCEV(RHS); | |
| if (isa<SCEVCouldNotCompute>(RHSS)) | |
| return std::nullopt; | |
| // Canonicalize RHS to be loop invariant bound, LHS - a loop computable IV | |
| if (SE->isLoopInvariant(LHSS, L)) { | |
| std::swap(LHS, RHS); | |
| std::swap(LHSS, RHSS); | |
| Pred = ICmpInst::getSwappedPredicate(Pred); | |
| } | |
| const SCEVAddRecExpr *AR = dyn_cast<SCEVAddRecExpr>(LHSS); | |
| if (!AR || AR->getLoop() != L) | |
| return std::nullopt; | |
| return LoopICmp(Pred, AR, RHSS); | |
| } | |
| Value *LoopPredication::expandCheck(SCEVExpander &Expander, | |
| Instruction *Guard, | |
| ICmpInst::Predicate Pred, const SCEV *LHS, | |
| const SCEV *RHS) { | |
| Type *Ty = LHS->getType(); | |
| assert(Ty == RHS->getType() && "expandCheck operands have different types?"); | |
| if (SE->isLoopInvariant(LHS, L) && SE->isLoopInvariant(RHS, L)) { | |
| IRBuilder<> Builder(Guard); | |
| if (SE->isLoopEntryGuardedByCond(L, Pred, LHS, RHS)) | |
| return Builder.getTrue(); | |
| if (SE->isLoopEntryGuardedByCond(L, ICmpInst::getInversePredicate(Pred), | |
| LHS, RHS)) | |
| return Builder.getFalse(); | |
| } | |
| Value *LHSV = | |
| Expander.expandCodeFor(LHS, Ty, findInsertPt(Expander, Guard, {LHS})); | |
| Value *RHSV = | |
| Expander.expandCodeFor(RHS, Ty, findInsertPt(Expander, Guard, {RHS})); | |
| IRBuilder<> Builder(findInsertPt(Guard, {LHSV, RHSV})); | |
| return Builder.CreateICmp(Pred, LHSV, RHSV); | |
| } | |
| // Returns true if its safe to truncate the IV to RangeCheckType. | |
| // When the IV type is wider than the range operand type, we can still do loop | |
| // predication, by generating SCEVs for the range and latch that are of the | |
| // same type. We achieve this by generating a SCEV truncate expression for the | |
| // latch IV. This is done iff truncation of the IV is a safe operation, | |
| // without loss of information. | |
| // Another way to achieve this is by generating a wider type SCEV for the | |
| // range check operand, however, this needs a more involved check that | |
| // operands do not overflow. This can lead to loss of information when the | |
| // range operand is of the form: add i32 %offset, %iv. We need to prove that | |
| // sext(x + y) is same as sext(x) + sext(y). | |
| // This function returns true if we can safely represent the IV type in | |
| // the RangeCheckType without loss of information. | |
| static bool isSafeToTruncateWideIVType(const DataLayout &DL, | |
| ScalarEvolution &SE, | |
| const LoopICmp LatchCheck, | |
| Type *RangeCheckType) { | |
| if (!EnableIVTruncation) | |
| return false; | |
| assert(DL.getTypeSizeInBits(LatchCheck.IV->getType()).getFixedValue() > | |
| DL.getTypeSizeInBits(RangeCheckType).getFixedValue() && | |
| "Expected latch check IV type to be larger than range check operand " | |
| "type!"); | |
| // The start and end values of the IV should be known. This is to guarantee | |
| // that truncating the wide type will not lose information. | |
| auto *Limit = dyn_cast<SCEVConstant>(LatchCheck.Limit); | |
| auto *Start = dyn_cast<SCEVConstant>(LatchCheck.IV->getStart()); | |
| if (!Limit || !Start) | |
| return false; | |
| // This check makes sure that the IV does not change sign during loop | |
| // iterations. Consider latchType = i64, LatchStart = 5, Pred = ICMP_SGE, | |
| // LatchEnd = 2, rangeCheckType = i32. If it's not a monotonic predicate, the | |
| // IV wraps around, and the truncation of the IV would lose the range of | |
| // iterations between 2^32 and 2^64. | |
| if (!SE.getMonotonicPredicateType(LatchCheck.IV, LatchCheck.Pred)) | |
| return false; | |
| // The active bits should be less than the bits in the RangeCheckType. This | |
| // guarantees that truncating the latch check to RangeCheckType is a safe | |
| // operation. | |
| auto RangeCheckTypeBitSize = | |
| DL.getTypeSizeInBits(RangeCheckType).getFixedValue(); | |
| return Start->getAPInt().getActiveBits() < RangeCheckTypeBitSize && | |
| Limit->getAPInt().getActiveBits() < RangeCheckTypeBitSize; | |
| } | |
| // Return an LoopICmp describing a latch check equivlent to LatchCheck but with | |
| // the requested type if safe to do so. May involve the use of a new IV. | |
| static std::optional<LoopICmp> generateLoopLatchCheck(const DataLayout &DL, | |
| ScalarEvolution &SE, | |
| const LoopICmp LatchCheck, | |
| Type *RangeCheckType) { | |
| auto *LatchType = LatchCheck.IV->getType(); | |
| if (RangeCheckType == LatchType) | |
| return LatchCheck; | |
| // For now, bail out if latch type is narrower than range type. | |
| if (DL.getTypeSizeInBits(LatchType).getFixedValue() < | |
| DL.getTypeSizeInBits(RangeCheckType).getFixedValue()) | |
| return std::nullopt; | |
| if (!isSafeToTruncateWideIVType(DL, SE, LatchCheck, RangeCheckType)) | |
| return std::nullopt; | |
| // We can now safely identify the truncated version of the IV and limit for | |
| // RangeCheckType. | |
| LoopICmp NewLatchCheck; | |
| NewLatchCheck.Pred = LatchCheck.Pred; | |
| NewLatchCheck.IV = dyn_cast<SCEVAddRecExpr>( | |
| SE.getTruncateExpr(LatchCheck.IV, RangeCheckType)); | |
| if (!NewLatchCheck.IV) | |
| return std::nullopt; | |
| NewLatchCheck.Limit = SE.getTruncateExpr(LatchCheck.Limit, RangeCheckType); | |
| LLVM_DEBUG(dbgs() << "IV of type: " << *LatchType | |
| << "can be represented as range check type:" | |
| << *RangeCheckType << "\n"); | |
| LLVM_DEBUG(dbgs() << "LatchCheck.IV: " << *NewLatchCheck.IV << "\n"); | |
| LLVM_DEBUG(dbgs() << "LatchCheck.Limit: " << *NewLatchCheck.Limit << "\n"); | |
| return NewLatchCheck; | |
| } | |
| bool LoopPredication::isSupportedStep(const SCEV* Step) { | |
| return Step->isOne() || (Step->isAllOnesValue() && EnableCountDownLoop); | |
| } | |
| Instruction *LoopPredication::findInsertPt(Instruction *Use, | |
| ArrayRef<Value*> Ops) { | |
| for (Value *Op : Ops) | |
| if (!L->isLoopInvariant(Op)) | |
| return Use; | |
| return Preheader->getTerminator(); | |
| } | |
| Instruction *LoopPredication::findInsertPt(const SCEVExpander &Expander, | |
| Instruction *Use, | |
| ArrayRef<const SCEV *> Ops) { | |
| // Subtlety: SCEV considers things to be invariant if the value produced is | |
| // the same across iterations. This is not the same as being able to | |
| // evaluate outside the loop, which is what we actually need here. | |
| for (const SCEV *Op : Ops) | |
| if (!SE->isLoopInvariant(Op, L) || | |
| !Expander.isSafeToExpandAt(Op, Preheader->getTerminator())) | |
| return Use; | |
| return Preheader->getTerminator(); | |
| } | |
| bool LoopPredication::isLoopInvariantValue(const SCEV* S) { | |
| // Handling expressions which produce invariant results, but *haven't* yet | |
| // been removed from the loop serves two important purposes. | |
| // 1) Most importantly, it resolves a pass ordering cycle which would | |
| // otherwise need us to iteration licm, loop-predication, and either | |
| // loop-unswitch or loop-peeling to make progress on examples with lots of | |
| // predicable range checks in a row. (Since, in the general case, we can't | |
| // hoist the length checks until the dominating checks have been discharged | |
| // as we can't prove doing so is safe.) | |
| // 2) As a nice side effect, this exposes the value of peeling or unswitching | |
| // much more obviously in the IR. Otherwise, the cost modeling for other | |
| // transforms would end up needing to duplicate all of this logic to model a | |
| // check which becomes predictable based on a modeled peel or unswitch. | |
| // | |
| // The cost of doing so in the worst case is an extra fill from the stack in | |
| // the loop to materialize the loop invariant test value instead of checking | |
| // against the original IV which is presumable in a register inside the loop. | |
| // Such cases are presumably rare, and hint at missing oppurtunities for | |
| // other passes. | |
| if (SE->isLoopInvariant(S, L)) | |
| // Note: This the SCEV variant, so the original Value* may be within the | |
| // loop even though SCEV has proven it is loop invariant. | |
| return true; | |
| // Handle a particular important case which SCEV doesn't yet know about which | |
| // shows up in range checks on arrays with immutable lengths. | |
| // TODO: This should be sunk inside SCEV. | |
| if (const SCEVUnknown *U = dyn_cast<SCEVUnknown>(S)) | |
| if (const auto *LI = dyn_cast<LoadInst>(U->getValue())) | |
| if (LI->isUnordered() && L->hasLoopInvariantOperands(LI)) | |
| if (!isModSet(AA->getModRefInfoMask(LI->getOperand(0))) || | |
| LI->hasMetadata(LLVMContext::MD_invariant_load)) | |
| return true; | |
| return false; | |
| } | |
| std::optional<Value *> LoopPredication::widenICmpRangeCheckIncrementingLoop( | |
| LoopICmp LatchCheck, LoopICmp RangeCheck, SCEVExpander &Expander, | |
| Instruction *Guard) { | |
| auto *Ty = RangeCheck.IV->getType(); | |
| // Generate the widened condition for the forward loop: | |
| // guardStart u< guardLimit && | |
| // latchLimit <pred> guardLimit - 1 - guardStart + latchStart | |
| // where <pred> depends on the latch condition predicate. See the file | |
| // header comment for the reasoning. | |
| // guardLimit - guardStart + latchStart - 1 | |
| const SCEV *GuardStart = RangeCheck.IV->getStart(); | |
| const SCEV *GuardLimit = RangeCheck.Limit; | |
| const SCEV *LatchStart = LatchCheck.IV->getStart(); | |
| const SCEV *LatchLimit = LatchCheck.Limit; | |
| // Subtlety: We need all the values to be *invariant* across all iterations, | |
| // but we only need to check expansion safety for those which *aren't* | |
| // already guaranteed to dominate the guard. | |
| if (!isLoopInvariantValue(GuardStart) || | |
| !isLoopInvariantValue(GuardLimit) || | |
| !isLoopInvariantValue(LatchStart) || | |
| !isLoopInvariantValue(LatchLimit)) { | |
| LLVM_DEBUG(dbgs() << "Can't expand limit check!\n"); | |
| return std::nullopt; | |
| } | |
| if (!Expander.isSafeToExpandAt(LatchStart, Guard) || | |
| !Expander.isSafeToExpandAt(LatchLimit, Guard)) { | |
| LLVM_DEBUG(dbgs() << "Can't expand limit check!\n"); | |
| return std::nullopt; | |
| } | |
| // guardLimit - guardStart + latchStart - 1 | |
| const SCEV *RHS = | |
| SE->getAddExpr(SE->getMinusSCEV(GuardLimit, GuardStart), | |
| SE->getMinusSCEV(LatchStart, SE->getOne(Ty))); | |
| auto LimitCheckPred = | |
| ICmpInst::getFlippedStrictnessPredicate(LatchCheck.Pred); | |
| LLVM_DEBUG(dbgs() << "LHS: " << *LatchLimit << "\n"); | |
| LLVM_DEBUG(dbgs() << "RHS: " << *RHS << "\n"); | |
| LLVM_DEBUG(dbgs() << "Pred: " << LimitCheckPred << "\n"); | |
| auto *LimitCheck = | |
| expandCheck(Expander, Guard, LimitCheckPred, LatchLimit, RHS); | |
| auto *FirstIterationCheck = expandCheck(Expander, Guard, RangeCheck.Pred, | |
| GuardStart, GuardLimit); | |
| IRBuilder<> Builder(findInsertPt(Guard, {FirstIterationCheck, LimitCheck})); | |
| return Builder.CreateAnd(FirstIterationCheck, LimitCheck); | |
| } | |
| std::optional<Value *> LoopPredication::widenICmpRangeCheckDecrementingLoop( | |
| LoopICmp LatchCheck, LoopICmp RangeCheck, SCEVExpander &Expander, | |
| Instruction *Guard) { | |
| auto *Ty = RangeCheck.IV->getType(); | |
| const SCEV *GuardStart = RangeCheck.IV->getStart(); | |
| const SCEV *GuardLimit = RangeCheck.Limit; | |
| const SCEV *LatchStart = LatchCheck.IV->getStart(); | |
| const SCEV *LatchLimit = LatchCheck.Limit; | |
| // Subtlety: We need all the values to be *invariant* across all iterations, | |
| // but we only need to check expansion safety for those which *aren't* | |
| // already guaranteed to dominate the guard. | |
| if (!isLoopInvariantValue(GuardStart) || | |
| !isLoopInvariantValue(GuardLimit) || | |
| !isLoopInvariantValue(LatchStart) || | |
| !isLoopInvariantValue(LatchLimit)) { | |
| LLVM_DEBUG(dbgs() << "Can't expand limit check!\n"); | |
| return std::nullopt; | |
| } | |
| if (!Expander.isSafeToExpandAt(LatchStart, Guard) || | |
| !Expander.isSafeToExpandAt(LatchLimit, Guard)) { | |
| LLVM_DEBUG(dbgs() << "Can't expand limit check!\n"); | |
| return std::nullopt; | |
| } | |
| // The decrement of the latch check IV should be the same as the | |
| // rangeCheckIV. | |
| auto *PostDecLatchCheckIV = LatchCheck.IV->getPostIncExpr(*SE); | |
| if (RangeCheck.IV != PostDecLatchCheckIV) { | |
| LLVM_DEBUG(dbgs() << "Not the same. PostDecLatchCheckIV: " | |
| << *PostDecLatchCheckIV | |
| << " and RangeCheckIV: " << *RangeCheck.IV << "\n"); | |
| return std::nullopt; | |
| } | |
| // Generate the widened condition for CountDownLoop: | |
| // guardStart u< guardLimit && | |
| // latchLimit <pred> 1. | |
| // See the header comment for reasoning of the checks. | |
| auto LimitCheckPred = | |
| ICmpInst::getFlippedStrictnessPredicate(LatchCheck.Pred); | |
| auto *FirstIterationCheck = expandCheck(Expander, Guard, | |
| ICmpInst::ICMP_ULT, | |
| GuardStart, GuardLimit); | |
| auto *LimitCheck = expandCheck(Expander, Guard, LimitCheckPred, LatchLimit, | |
| SE->getOne(Ty)); | |
| IRBuilder<> Builder(findInsertPt(Guard, {FirstIterationCheck, LimitCheck})); | |
| return Builder.CreateAnd(FirstIterationCheck, LimitCheck); | |
| } | |
| static void normalizePredicate(ScalarEvolution *SE, Loop *L, | |
| LoopICmp& RC) { | |
| // LFTR canonicalizes checks to the ICMP_NE/EQ form; normalize back to the | |
| // ULT/UGE form for ease of handling by our caller. | |
| if (ICmpInst::isEquality(RC.Pred) && | |
| RC.IV->getStepRecurrence(*SE)->isOne() && | |
| SE->isKnownPredicate(ICmpInst::ICMP_ULE, RC.IV->getStart(), RC.Limit)) | |
| RC.Pred = RC.Pred == ICmpInst::ICMP_NE ? | |
| ICmpInst::ICMP_ULT : ICmpInst::ICMP_UGE; | |
| } | |
| /// If ICI can be widened to a loop invariant condition emits the loop | |
| /// invariant condition in the loop preheader and return it, otherwise | |
| /// returns std::nullopt. | |
| std::optional<Value *> | |
| LoopPredication::widenICmpRangeCheck(ICmpInst *ICI, SCEVExpander &Expander, | |
| Instruction *Guard) { | |
| LLVM_DEBUG(dbgs() << "Analyzing ICmpInst condition:\n"); | |
| LLVM_DEBUG(ICI->dump()); | |
| // parseLoopStructure guarantees that the latch condition is: | |
| // ++i <pred> latchLimit, where <pred> is u<, u<=, s<, or s<=. | |
| // We are looking for the range checks of the form: | |
| // i u< guardLimit | |
| auto RangeCheck = parseLoopICmp(ICI); | |
| if (!RangeCheck) { | |
| LLVM_DEBUG(dbgs() << "Failed to parse the loop latch condition!\n"); | |
| return std::nullopt; | |
| } | |
| LLVM_DEBUG(dbgs() << "Guard check:\n"); | |
| LLVM_DEBUG(RangeCheck->dump()); | |
| if (RangeCheck->Pred != ICmpInst::ICMP_ULT) { | |
| LLVM_DEBUG(dbgs() << "Unsupported range check predicate(" | |
| << RangeCheck->Pred << ")!\n"); | |
| return std::nullopt; | |
| } | |
| auto *RangeCheckIV = RangeCheck->IV; | |
| if (!RangeCheckIV->isAffine()) { | |
| LLVM_DEBUG(dbgs() << "Range check IV is not affine!\n"); | |
| return std::nullopt; | |
| } | |
| auto *Step = RangeCheckIV->getStepRecurrence(*SE); | |
| // We cannot just compare with latch IV step because the latch and range IVs | |
| // may have different types. | |
| if (!isSupportedStep(Step)) { | |
| LLVM_DEBUG(dbgs() << "Range check and latch have IVs different steps!\n"); | |
| return std::nullopt; | |
| } | |
| auto *Ty = RangeCheckIV->getType(); | |
| auto CurrLatchCheckOpt = generateLoopLatchCheck(*DL, *SE, LatchCheck, Ty); | |
| if (!CurrLatchCheckOpt) { | |
| LLVM_DEBUG(dbgs() << "Failed to generate a loop latch check " | |
| "corresponding to range type: " | |
| << *Ty << "\n"); | |
| return std::nullopt; | |
| } | |
| LoopICmp CurrLatchCheck = *CurrLatchCheckOpt; | |
| // At this point, the range and latch step should have the same type, but need | |
| // not have the same value (we support both 1 and -1 steps). | |
| assert(Step->getType() == | |
| CurrLatchCheck.IV->getStepRecurrence(*SE)->getType() && | |
| "Range and latch steps should be of same type!"); | |
| if (Step != CurrLatchCheck.IV->getStepRecurrence(*SE)) { | |
| LLVM_DEBUG(dbgs() << "Range and latch have different step values!\n"); | |
| return std::nullopt; | |
| } | |
| if (Step->isOne()) | |
| return widenICmpRangeCheckIncrementingLoop(CurrLatchCheck, *RangeCheck, | |
| Expander, Guard); | |
| else { | |
| assert(Step->isAllOnesValue() && "Step should be -1!"); | |
| return widenICmpRangeCheckDecrementingLoop(CurrLatchCheck, *RangeCheck, | |
| Expander, Guard); | |
| } | |
| } | |
| unsigned LoopPredication::collectChecks(SmallVectorImpl<Value *> &Checks, | |
| Value *Condition, | |
| SCEVExpander &Expander, | |
| Instruction *Guard) { | |
| unsigned NumWidened = 0; | |
| // The guard condition is expected to be in form of: | |
| // cond1 && cond2 && cond3 ... | |
| // Iterate over subconditions looking for icmp conditions which can be | |
| // widened across loop iterations. Widening these conditions remember the | |
| // resulting list of subconditions in Checks vector. | |
| SmallVector<Value *, 4> Worklist(1, Condition); | |
| SmallPtrSet<Value *, 4> Visited; | |
| Visited.insert(Condition); | |
| Value *WideableCond = nullptr; | |
| do { | |
| Value *Condition = Worklist.pop_back_val(); | |
| Value *LHS, *RHS; | |
| using namespace llvm::PatternMatch; | |
| if (match(Condition, m_And(m_Value(LHS), m_Value(RHS)))) { | |
| if (Visited.insert(LHS).second) | |
| Worklist.push_back(LHS); | |
| if (Visited.insert(RHS).second) | |
| Worklist.push_back(RHS); | |
| continue; | |
| } | |
| if (match(Condition, | |
| m_Intrinsic<Intrinsic::experimental_widenable_condition>())) { | |
| // Pick any, we don't care which | |
| WideableCond = Condition; | |
| continue; | |
| } | |
| if (ICmpInst *ICI = dyn_cast<ICmpInst>(Condition)) { | |
| if (auto NewRangeCheck = widenICmpRangeCheck(ICI, Expander, | |
| Guard)) { | |
| Checks.push_back(*NewRangeCheck); | |
| NumWidened++; | |
| continue; | |
| } | |
| } | |
| // Save the condition as is if we can't widen it | |
| Checks.push_back(Condition); | |
| } while (!Worklist.empty()); | |
| // At the moment, our matching logic for wideable conditions implicitly | |
| // assumes we preserve the form: (br (and Cond, WC())). FIXME | |
| // Note that if there were multiple calls to wideable condition in the | |
| // traversal, we only need to keep one, and which one is arbitrary. | |
| if (WideableCond) | |
| Checks.push_back(WideableCond); | |
| return NumWidened; | |
| } | |
| bool LoopPredication::widenGuardConditions(IntrinsicInst *Guard, | |
| SCEVExpander &Expander) { | |
| LLVM_DEBUG(dbgs() << "Processing guard:\n"); | |
| LLVM_DEBUG(Guard->dump()); | |
| TotalConsidered++; | |
| SmallVector<Value *, 4> Checks; | |
| unsigned NumWidened = collectChecks(Checks, Guard->getOperand(0), Expander, | |
| Guard); | |
| if (NumWidened == 0) | |
| return false; | |
| TotalWidened += NumWidened; | |
| // Emit the new guard condition | |
| IRBuilder<> Builder(findInsertPt(Guard, Checks)); | |
| Value *AllChecks = Builder.CreateAnd(Checks); | |
| auto *OldCond = Guard->getOperand(0); | |
| Guard->setOperand(0, AllChecks); | |
| if (InsertAssumesOfPredicatedGuardsConditions) { | |
| Builder.SetInsertPoint(&*++BasicBlock::iterator(Guard)); | |
| Builder.CreateAssumption(OldCond); | |
| } | |
| RecursivelyDeleteTriviallyDeadInstructions(OldCond, nullptr /* TLI */, MSSAU); | |
| LLVM_DEBUG(dbgs() << "Widened checks = " << NumWidened << "\n"); | |
| return true; | |
| } | |
| bool LoopPredication::widenWidenableBranchGuardConditions( | |
| BranchInst *BI, SCEVExpander &Expander) { | |
| assert(isGuardAsWidenableBranch(BI) && "Must be!"); | |
| LLVM_DEBUG(dbgs() << "Processing guard:\n"); | |
| LLVM_DEBUG(BI->dump()); | |
| Value *Cond, *WC; | |
| BasicBlock *IfTrueBB, *IfFalseBB; | |
| bool Parsed = parseWidenableBranch(BI, Cond, WC, IfTrueBB, IfFalseBB); | |
| assert(Parsed && "Must be able to parse widenable branch"); | |
| (void)Parsed; | |
| TotalConsidered++; | |
| SmallVector<Value *, 4> Checks; | |
| unsigned NumWidened = collectChecks(Checks, BI->getCondition(), | |
| Expander, BI); | |
| if (NumWidened == 0) | |
| return false; | |
| TotalWidened += NumWidened; | |
| // Emit the new guard condition | |
| IRBuilder<> Builder(findInsertPt(BI, Checks)); | |
| Value *AllChecks = Builder.CreateAnd(Checks); | |
| auto *OldCond = BI->getCondition(); | |
| BI->setCondition(AllChecks); | |
| if (InsertAssumesOfPredicatedGuardsConditions) { | |
| Builder.SetInsertPoint(IfTrueBB, IfTrueBB->getFirstInsertionPt()); | |
| Builder.CreateAssumption(Cond); | |
| } | |
| RecursivelyDeleteTriviallyDeadInstructions(OldCond, nullptr /* TLI */, MSSAU); | |
| assert(isGuardAsWidenableBranch(BI) && | |
| "Stopped being a guard after transform?"); | |
| LLVM_DEBUG(dbgs() << "Widened checks = " << NumWidened << "\n"); | |
| return true; | |
| } | |
| std::optional<LoopICmp> LoopPredication::parseLoopLatchICmp() { | |
| using namespace PatternMatch; | |
| BasicBlock *LoopLatch = L->getLoopLatch(); | |
| if (!LoopLatch) { | |
| LLVM_DEBUG(dbgs() << "The loop doesn't have a single latch!\n"); | |
| return std::nullopt; | |
| } | |
| auto *BI = dyn_cast<BranchInst>(LoopLatch->getTerminator()); | |
| if (!BI || !BI->isConditional()) { | |
| LLVM_DEBUG(dbgs() << "Failed to match the latch terminator!\n"); | |
| return std::nullopt; | |
| } | |
| BasicBlock *TrueDest = BI->getSuccessor(0); | |
| assert( | |
| (TrueDest == L->getHeader() || BI->getSuccessor(1) == L->getHeader()) && | |
| "One of the latch's destinations must be the header"); | |
| auto *ICI = dyn_cast<ICmpInst>(BI->getCondition()); | |
| if (!ICI) { | |
| LLVM_DEBUG(dbgs() << "Failed to match the latch condition!\n"); | |
| return std::nullopt; | |
| } | |
| auto Result = parseLoopICmp(ICI); | |
| if (!Result) { | |
| LLVM_DEBUG(dbgs() << "Failed to parse the loop latch condition!\n"); | |
| return std::nullopt; | |
| } | |
| if (TrueDest != L->getHeader()) | |
| Result->Pred = ICmpInst::getInversePredicate(Result->Pred); | |
| // Check affine first, so if it's not we don't try to compute the step | |
| // recurrence. | |
| if (!Result->IV->isAffine()) { | |
| LLVM_DEBUG(dbgs() << "The induction variable is not affine!\n"); | |
| return std::nullopt; | |
| } | |
| auto *Step = Result->IV->getStepRecurrence(*SE); | |
| if (!isSupportedStep(Step)) { | |
| LLVM_DEBUG(dbgs() << "Unsupported loop stride(" << *Step << ")!\n"); | |
| return std::nullopt; | |
| } | |
| auto IsUnsupportedPredicate = [](const SCEV *Step, ICmpInst::Predicate Pred) { | |
| if (Step->isOne()) { | |
| return Pred != ICmpInst::ICMP_ULT && Pred != ICmpInst::ICMP_SLT && | |
| Pred != ICmpInst::ICMP_ULE && Pred != ICmpInst::ICMP_SLE; | |
| } else { | |
| assert(Step->isAllOnesValue() && "Step should be -1!"); | |
| return Pred != ICmpInst::ICMP_UGT && Pred != ICmpInst::ICMP_SGT && | |
| Pred != ICmpInst::ICMP_UGE && Pred != ICmpInst::ICMP_SGE; | |
| } | |
| }; | |
| normalizePredicate(SE, L, *Result); | |
| if (IsUnsupportedPredicate(Step, Result->Pred)) { | |
| LLVM_DEBUG(dbgs() << "Unsupported loop latch predicate(" << Result->Pred | |
| << ")!\n"); | |
| return std::nullopt; | |
| } | |
| return Result; | |
| } | |
| bool LoopPredication::isLoopProfitableToPredicate() { | |
| if (SkipProfitabilityChecks) | |
| return true; | |
| SmallVector<std::pair<BasicBlock *, BasicBlock *>, 8> ExitEdges; | |
| L->getExitEdges(ExitEdges); | |
| // If there is only one exiting edge in the loop, it is always profitable to | |
| // predicate the loop. | |
| if (ExitEdges.size() == 1) | |
| return true; | |
| // Calculate the exiting probabilities of all exiting edges from the loop, | |
| // starting with the LatchExitProbability. | |
| // Heuristic for profitability: If any of the exiting blocks' probability of | |
| // exiting the loop is larger than exiting through the latch block, it's not | |
| // profitable to predicate the loop. | |
| auto *LatchBlock = L->getLoopLatch(); | |
| assert(LatchBlock && "Should have a single latch at this point!"); | |
| auto *LatchTerm = LatchBlock->getTerminator(); | |
| assert(LatchTerm->getNumSuccessors() == 2 && | |
| "expected to be an exiting block with 2 succs!"); | |
| unsigned LatchBrExitIdx = | |
| LatchTerm->getSuccessor(0) == L->getHeader() ? 1 : 0; | |
| // We compute branch probabilities without BPI. We do not rely on BPI since | |
| // Loop predication is usually run in an LPM and BPI is only preserved | |
| // lossily within loop pass managers, while BPI has an inherent notion of | |
| // being complete for an entire function. | |
| // If the latch exits into a deoptimize or an unreachable block, do not | |
| // predicate on that latch check. | |
| auto *LatchExitBlock = LatchTerm->getSuccessor(LatchBrExitIdx); | |
| if (isa<UnreachableInst>(LatchTerm) || | |
| LatchExitBlock->getTerminatingDeoptimizeCall()) | |
| return false; | |
| // Latch terminator has no valid profile data, so nothing to check | |
| // profitability on. | |
| if (!hasValidBranchWeightMD(*LatchTerm)) | |
| return true; | |
| auto ComputeBranchProbability = | |
| [&](const BasicBlock *ExitingBlock, | |
| const BasicBlock *ExitBlock) -> BranchProbability { | |
| auto *Term = ExitingBlock->getTerminator(); | |
| unsigned NumSucc = Term->getNumSuccessors(); | |
| if (MDNode *ProfileData = getValidBranchWeightMDNode(*Term)) { | |
| SmallVector<uint32_t> Weights; | |
| extractBranchWeights(ProfileData, Weights); | |
| uint64_t Numerator = 0, Denominator = 0; | |
| for (auto [i, Weight] : llvm::enumerate(Weights)) { | |
| if (Term->getSuccessor(i) == ExitBlock) | |
| Numerator += Weight; | |
| Denominator += Weight; | |
| } | |
| return BranchProbability::getBranchProbability(Numerator, Denominator); | |
| } else { | |
| assert(LatchBlock != ExitingBlock && | |
| "Latch term should always have profile data!"); | |
| // No profile data, so we choose the weight as 1/num_of_succ(Src) | |
| return BranchProbability::getBranchProbability(1, NumSucc); | |
| } | |
| }; | |
| BranchProbability LatchExitProbability = | |
| ComputeBranchProbability(LatchBlock, LatchExitBlock); | |
| // Protect against degenerate inputs provided by the user. Providing a value | |
| // less than one, can invert the definition of profitable loop predication. | |
| float ScaleFactor = LatchExitProbabilityScale; | |
| if (ScaleFactor < 1) { | |
| LLVM_DEBUG( | |
| dbgs() | |
| << "Ignored user setting for loop-predication-latch-probability-scale: " | |
| << LatchExitProbabilityScale << "\n"); | |
| LLVM_DEBUG(dbgs() << "The value is set to 1.0\n"); | |
| ScaleFactor = 1.0; | |
| } | |
| const auto LatchProbabilityThreshold = LatchExitProbability * ScaleFactor; | |
| for (const auto &ExitEdge : ExitEdges) { | |
| BranchProbability ExitingBlockProbability = | |
| ComputeBranchProbability(ExitEdge.first, ExitEdge.second); | |
| // Some exiting edge has higher probability than the latch exiting edge. | |
| // No longer profitable to predicate. | |
| if (ExitingBlockProbability > LatchProbabilityThreshold) | |
| return false; | |
| } | |
| // We have concluded that the most probable way to exit from the | |
| // loop is through the latch (or there's no profile information and all | |
| // exits are equally likely). | |
| return true; | |
| } | |
| /// If we can (cheaply) find a widenable branch which controls entry into the | |
| /// loop, return it. | |
| static BranchInst *FindWidenableTerminatorAboveLoop(Loop *L, LoopInfo &LI) { | |
| // Walk back through any unconditional executed blocks and see if we can find | |
| // a widenable condition which seems to control execution of this loop. Note | |
| // that we predict that maythrow calls are likely untaken and thus that it's | |
| // profitable to widen a branch before a maythrow call with a condition | |
| // afterwards even though that may cause the slow path to run in a case where | |
| // it wouldn't have otherwise. | |
| BasicBlock *BB = L->getLoopPreheader(); | |
| if (!BB) | |
| return nullptr; | |
| do { | |
| if (BasicBlock *Pred = BB->getSinglePredecessor()) | |
| if (BB == Pred->getSingleSuccessor()) { | |
| BB = Pred; | |
| continue; | |
| } | |
| break; | |
| } while (true); | |
| if (BasicBlock *Pred = BB->getSinglePredecessor()) { | |
| auto *Term = Pred->getTerminator(); | |
| Value *Cond, *WC; | |
| BasicBlock *IfTrueBB, *IfFalseBB; | |
| if (parseWidenableBranch(Term, Cond, WC, IfTrueBB, IfFalseBB) && | |
| IfTrueBB == BB) | |
| return cast<BranchInst>(Term); | |
| } | |
| return nullptr; | |
| } | |
| /// Return the minimum of all analyzeable exit counts. This is an upper bound | |
| /// on the actual exit count. If there are not at least two analyzeable exits, | |
| /// returns SCEVCouldNotCompute. | |
| static const SCEV *getMinAnalyzeableBackedgeTakenCount(ScalarEvolution &SE, | |
| DominatorTree &DT, | |
| Loop *L) { | |
| SmallVector<BasicBlock *, 16> ExitingBlocks; | |
| L->getExitingBlocks(ExitingBlocks); | |
| SmallVector<const SCEV *, 4> ExitCounts; | |
| for (BasicBlock *ExitingBB : ExitingBlocks) { | |
| const SCEV *ExitCount = SE.getExitCount(L, ExitingBB); | |
| if (isa<SCEVCouldNotCompute>(ExitCount)) | |
| continue; | |
| assert(DT.dominates(ExitingBB, L->getLoopLatch()) && | |
| "We should only have known counts for exiting blocks that " | |
| "dominate latch!"); | |
| ExitCounts.push_back(ExitCount); | |
| } | |
| if (ExitCounts.size() < 2) | |
| return SE.getCouldNotCompute(); | |
| return SE.getUMinFromMismatchedTypes(ExitCounts); | |
| } | |
| /// This implements an analogous, but entirely distinct transform from the main | |
| /// loop predication transform. This one is phrased in terms of using a | |
| /// widenable branch *outside* the loop to allow us to simplify loop exits in a | |
| /// following loop. This is close in spirit to the IndVarSimplify transform | |
| /// of the same name, but is materially different widening loosens legality | |
| /// sharply. | |
| bool LoopPredication::predicateLoopExits(Loop *L, SCEVExpander &Rewriter) { | |
| // The transformation performed here aims to widen a widenable condition | |
| // above the loop such that all analyzeable exit leading to deopt are dead. | |
| // It assumes that the latch is the dominant exit for profitability and that | |
| // exits branching to deoptimizing blocks are rarely taken. It relies on the | |
| // semantics of widenable expressions for legality. (i.e. being able to fall | |
| // down the widenable path spuriously allows us to ignore exit order, | |
| // unanalyzeable exits, side effects, exceptional exits, and other challenges | |
| // which restrict the applicability of the non-WC based version of this | |
| // transform in IndVarSimplify.) | |
| // | |
| // NOTE ON POISON/UNDEF - We're hoisting an expression above guards which may | |
| // imply flags on the expression being hoisted and inserting new uses (flags | |
| // are only correct for current uses). The result is that we may be | |
| // inserting a branch on the value which can be either poison or undef. In | |
| // this case, the branch can legally go either way; we just need to avoid | |
| // introducing UB. This is achieved through the use of the freeze | |
| // instruction. | |
| SmallVector<BasicBlock *, 16> ExitingBlocks; | |
| L->getExitingBlocks(ExitingBlocks); | |
| if (ExitingBlocks.empty()) | |
| return false; // Nothing to do. | |
| auto *Latch = L->getLoopLatch(); | |
| if (!Latch) | |
| return false; | |
| auto *WidenableBR = FindWidenableTerminatorAboveLoop(L, *LI); | |
| if (!WidenableBR) | |
| return false; | |
| const SCEV *LatchEC = SE->getExitCount(L, Latch); | |
| if (isa<SCEVCouldNotCompute>(LatchEC)) | |
| return false; // profitability - want hot exit in analyzeable set | |
| // At this point, we have found an analyzeable latch, and a widenable | |
| // condition above the loop. If we have a widenable exit within the loop | |
| // (for which we can't compute exit counts), drop the ability to further | |
| // widen so that we gain ability to analyze it's exit count and perform this | |
| // transform. TODO: It'd be nice to know for sure the exit became | |
| // analyzeable after dropping widenability. | |
| bool ChangedLoop = false; | |
| for (auto *ExitingBB : ExitingBlocks) { | |
| if (LI->getLoopFor(ExitingBB) != L) | |
| continue; | |
| auto *BI = dyn_cast<BranchInst>(ExitingBB->getTerminator()); | |
| if (!BI) | |
| continue; | |
| Use *Cond, *WC; | |
| BasicBlock *IfTrueBB, *IfFalseBB; | |
| if (parseWidenableBranch(BI, Cond, WC, IfTrueBB, IfFalseBB) && | |
| L->contains(IfTrueBB)) { | |
| WC->set(ConstantInt::getTrue(IfTrueBB->getContext())); | |
| ChangedLoop = true; | |
| } | |
| } | |
| if (ChangedLoop) | |
| SE->forgetLoop(L); | |
| // The use of umin(all analyzeable exits) instead of latch is subtle, but | |
| // important for profitability. We may have a loop which hasn't been fully | |
| // canonicalized just yet. If the exit we chose to widen is provably never | |
| // taken, we want the widened form to *also* be provably never taken. We | |
| // can't guarantee this as a current unanalyzeable exit may later become | |
| // analyzeable, but we can at least avoid the obvious cases. | |
| const SCEV *MinEC = getMinAnalyzeableBackedgeTakenCount(*SE, *DT, L); | |
| if (isa<SCEVCouldNotCompute>(MinEC) || MinEC->getType()->isPointerTy() || | |
| !SE->isLoopInvariant(MinEC, L) || | |
| !Rewriter.isSafeToExpandAt(MinEC, WidenableBR)) | |
| return ChangedLoop; | |
| // Subtlety: We need to avoid inserting additional uses of the WC. We know | |
| // that it can only have one transitive use at the moment, and thus moving | |
| // that use to just before the branch and inserting code before it and then | |
| // modifying the operand is legal. | |
| auto *IP = cast<Instruction>(WidenableBR->getCondition()); | |
| // Here we unconditionally modify the IR, so after this point we should return | |
| // only `true`! | |
| IP->moveBefore(WidenableBR); | |
| if (MSSAU) | |
| if (auto *MUD = MSSAU->getMemorySSA()->getMemoryAccess(IP)) | |
| MSSAU->moveToPlace(MUD, WidenableBR->getParent(), | |
| MemorySSA::BeforeTerminator); | |
| Rewriter.setInsertPoint(IP); | |
| IRBuilder<> B(IP); | |
| bool InvalidateLoop = false; | |
| Value *MinECV = nullptr; // lazily generated if needed | |
| for (BasicBlock *ExitingBB : ExitingBlocks) { | |
| // If our exiting block exits multiple loops, we can only rewrite the | |
| // innermost one. Otherwise, we're changing how many times the innermost | |
| // loop runs before it exits. | |
| if (LI->getLoopFor(ExitingBB) != L) | |
| continue; | |
| // Can't rewrite non-branch yet. | |
| auto *BI = dyn_cast<BranchInst>(ExitingBB->getTerminator()); | |
| if (!BI) | |
| continue; | |
| // If already constant, nothing to do. | |
| if (isa<Constant>(BI->getCondition())) | |
| continue; | |
| const SCEV *ExitCount = SE->getExitCount(L, ExitingBB); | |
| if (isa<SCEVCouldNotCompute>(ExitCount) || | |
| ExitCount->getType()->isPointerTy() || | |
| !Rewriter.isSafeToExpandAt(ExitCount, WidenableBR)) | |
| continue; | |
| const bool ExitIfTrue = !L->contains(*succ_begin(ExitingBB)); | |
| BasicBlock *ExitBB = BI->getSuccessor(ExitIfTrue ? 0 : 1); | |
| if (!ExitBB->getPostdominatingDeoptimizeCall()) | |
| continue; | |
| /// Here we can be fairly sure that executing this exit will most likely | |
| /// lead to executing llvm.experimental.deoptimize. | |
| /// This is a profitability heuristic, not a legality constraint. | |
| // If we found a widenable exit condition, do two things: | |
| // 1) fold the widened exit test into the widenable condition | |
| // 2) fold the branch to untaken - avoids infinite looping | |
| Value *ECV = Rewriter.expandCodeFor(ExitCount); | |
| if (!MinECV) | |
| MinECV = Rewriter.expandCodeFor(MinEC); | |
| Value *RHS = MinECV; | |
| if (ECV->getType() != RHS->getType()) { | |
| Type *WiderTy = SE->getWiderType(ECV->getType(), RHS->getType()); | |
| ECV = B.CreateZExt(ECV, WiderTy); | |
| RHS = B.CreateZExt(RHS, WiderTy); | |
| } | |
| assert(!Latch || DT->dominates(ExitingBB, Latch)); | |
| Value *NewCond = B.CreateICmp(ICmpInst::ICMP_UGT, ECV, RHS); | |
| // Freeze poison or undef to an arbitrary bit pattern to ensure we can | |
| // branch without introducing UB. See NOTE ON POISON/UNDEF above for | |
| // context. | |
| NewCond = B.CreateFreeze(NewCond); | |
| widenWidenableBranch(WidenableBR, NewCond); | |
| Value *OldCond = BI->getCondition(); | |
| BI->setCondition(ConstantInt::get(OldCond->getType(), !ExitIfTrue)); | |
| InvalidateLoop = true; | |
| } | |
| if (InvalidateLoop) | |
| // We just mutated a bunch of loop exits changing there exit counts | |
| // widely. We need to force recomputation of the exit counts given these | |
| // changes. Note that all of the inserted exits are never taken, and | |
| // should be removed next time the CFG is modified. | |
| SE->forgetLoop(L); | |
| // Always return `true` since we have moved the WidenableBR's condition. | |
| return true; | |
| } | |
| bool LoopPredication::runOnLoop(Loop *Loop) { | |
| L = Loop; | |
| LLVM_DEBUG(dbgs() << "Analyzing "); | |
| LLVM_DEBUG(L->dump()); | |
| Module *M = L->getHeader()->getModule(); | |
| // There is nothing to do if the module doesn't use guards | |
| auto *GuardDecl = | |
| M->getFunction(Intrinsic::getName(Intrinsic::experimental_guard)); | |
| bool HasIntrinsicGuards = GuardDecl && !GuardDecl->use_empty(); | |
| auto *WCDecl = M->getFunction( | |
| Intrinsic::getName(Intrinsic::experimental_widenable_condition)); | |
| bool HasWidenableConditions = | |
| PredicateWidenableBranchGuards && WCDecl && !WCDecl->use_empty(); | |
| if (!HasIntrinsicGuards && !HasWidenableConditions) | |
| return false; | |
| DL = &M->getDataLayout(); | |
| Preheader = L->getLoopPreheader(); | |
| if (!Preheader) | |
| return false; | |
| auto LatchCheckOpt = parseLoopLatchICmp(); | |
| if (!LatchCheckOpt) | |
| return false; | |
| LatchCheck = *LatchCheckOpt; | |
| LLVM_DEBUG(dbgs() << "Latch check:\n"); | |
| LLVM_DEBUG(LatchCheck.dump()); | |
| if (!isLoopProfitableToPredicate()) { | |
| LLVM_DEBUG(dbgs() << "Loop not profitable to predicate!\n"); | |
| return false; | |
| } | |
| // Collect all the guards into a vector and process later, so as not | |
| // to invalidate the instruction iterator. | |
| SmallVector<IntrinsicInst *, 4> Guards; | |
| SmallVector<BranchInst *, 4> GuardsAsWidenableBranches; | |
| for (const auto BB : L->blocks()) { | |
| for (auto &I : *BB) | |
| if (isGuard(&I)) | |
| Guards.push_back(cast<IntrinsicInst>(&I)); | |
| if (PredicateWidenableBranchGuards && | |
| isGuardAsWidenableBranch(BB->getTerminator())) | |
| GuardsAsWidenableBranches.push_back( | |
| cast<BranchInst>(BB->getTerminator())); | |
| } | |
| SCEVExpander Expander(*SE, *DL, "loop-predication"); | |
| bool Changed = false; | |
| for (auto *Guard : Guards) | |
| Changed |= widenGuardConditions(Guard, Expander); | |
| for (auto *Guard : GuardsAsWidenableBranches) | |
| Changed |= widenWidenableBranchGuardConditions(Guard, Expander); | |
| Changed |= predicateLoopExits(L, Expander); | |
| if (MSSAU && VerifyMemorySSA) | |
| MSSAU->getMemorySSA()->verifyMemorySSA(); | |
| return Changed; | |
| } |