| //===- LoopVersioningLICM.cpp - LICM Loop Versioning ----------------------===// | |
| // | |
| // 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 | |
| // | |
| //===----------------------------------------------------------------------===// | |
| // | |
| // When alias analysis is uncertain about the aliasing between any two accesses, | |
| // it will return MayAlias. This uncertainty from alias analysis restricts LICM | |
| // from proceeding further. In cases where alias analysis is uncertain we might | |
| // use loop versioning as an alternative. | |
| // | |
| // Loop Versioning will create a version of the loop with aggressive aliasing | |
| // assumptions in addition to the original with conservative (default) aliasing | |
| // assumptions. The version of the loop making aggressive aliasing assumptions | |
| // will have all the memory accesses marked as no-alias. These two versions of | |
| // loop will be preceded by a memory runtime check. This runtime check consists | |
| // of bound checks for all unique memory accessed in loop, and it ensures the | |
| // lack of memory aliasing. The result of the runtime check determines which of | |
| // the loop versions is executed: If the runtime check detects any memory | |
| // aliasing, then the original loop is executed. Otherwise, the version with | |
| // aggressive aliasing assumptions is used. | |
| // | |
| // Following are the top level steps: | |
| // | |
| // a) Perform LoopVersioningLICM's feasibility check. | |
| // b) If loop is a candidate for versioning then create a memory bound check, | |
| // by considering all the memory accesses in loop body. | |
| // c) Clone original loop and set all memory accesses as no-alias in new loop. | |
| // d) Set original loop & versioned loop as a branch target of the runtime check | |
| // result. | |
| // | |
| // It transforms loop as shown below: | |
| // | |
| // +----------------+ | |
| // |Runtime Memcheck| | |
| // +----------------+ | |
| // | | |
| // +----------+----------------+----------+ | |
| // | | | |
| // +---------+----------+ +-----------+----------+ | |
| // |Orig Loop Preheader | |Cloned Loop Preheader | | |
| // +--------------------+ +----------------------+ | |
| // | | | |
| // +--------------------+ +----------------------+ | |
| // |Orig Loop Body | |Cloned Loop Body | | |
| // +--------------------+ +----------------------+ | |
| // | | | |
| // +--------------------+ +----------------------+ | |
| // |Orig Loop Exit Block| |Cloned Loop Exit Block| | |
| // +--------------------+ +-----------+----------+ | |
| // | | | |
| // +----------+--------------+-----------+ | |
| // | | |
| // +-----+----+ | |
| // |Join Block| | |
| // +----------+ | |
| // | |
| //===----------------------------------------------------------------------===// | |
| #include "llvm/Transforms/Scalar/LoopVersioningLICM.h" | |
| #include "ScalarOptions.h" | |
| #include "llvm/ADT/SmallVector.h" | |
| #include "llvm/ADT/StringRef.h" | |
| #include "llvm/Analysis/AliasAnalysis.h" | |
| #include "llvm/Analysis/AliasSetTracker.h" | |
| #include "llvm/Analysis/GlobalsModRef.h" | |
| #include "llvm/Analysis/LoopAccessAnalysis.h" | |
| #include "llvm/Analysis/LoopInfo.h" | |
| #include "llvm/Analysis/LoopPass.h" | |
| #include "llvm/Analysis/OptimizationRemarkEmitter.h" | |
| #include "llvm/Analysis/ScalarEvolution.h" | |
| #include "llvm/IR/Dominators.h" | |
| #include "llvm/IR/Instruction.h" | |
| #include "llvm/IR/Instructions.h" | |
| #include "llvm/IR/LLVMContext.h" | |
| #include "llvm/IR/MDBuilder.h" | |
| #include "llvm/IR/Metadata.h" | |
| #include "llvm/IR/Value.h" | |
| #include "llvm/Support/Casting.h" | |
| #include "llvm/Support/Debug.h" | |
| #include "llvm/Support/raw_ostream.h" | |
| #include "llvm/Transforms/Utils/LoopUtils.h" | |
| #include "llvm/Transforms/Utils/LoopVersioning.h" | |
| #include <cassert> | |
| using namespace llvm; | |
| #define DEBUG_TYPE "loop-versioning-licm" | |
| static const char *LICMVersioningMetaData = "llvm.loop.licm_versioning.disable"; | |
| namespace { | |
| struct LoopVersioningLICM { | |
| // We don't explicitly pass in LoopAccessInfo to the constructor since the | |
| // loop versioning might return early due to instructions that are not safe | |
| // for versioning. By passing the proxy instead the construction of | |
| // LoopAccessInfo will take place only when it's necessary. | |
| LoopVersioningLICM(const ScalarOptions &Opts, AliasAnalysis *AA, | |
| ScalarEvolution *SE, OptimizationRemarkEmitter *ORE, | |
| LoopAccessInfoManager &LAIs, LoopInfo &LI, Loop *CurLoop) | |
| : AA(AA), SE(SE), LAIs(LAIs), LI(LI), CurLoop(CurLoop), | |
| LoopDepthThreshold(Opts.licm_versioning_max_depth_threshold), | |
| InvariantThreshold(Opts.licm_versioning_invariant_threshold), ORE(ORE) { | |
| } | |
| bool run(DominatorTree *DT); | |
| private: | |
| // Current AliasAnalysis information | |
| AliasAnalysis *AA; | |
| // Current ScalarEvolution | |
| ScalarEvolution *SE; | |
| // Current Loop's LoopAccessInfo | |
| const LoopAccessInfo *LAI = nullptr; | |
| // Proxy for retrieving LoopAccessInfo. | |
| LoopAccessInfoManager &LAIs; | |
| LoopInfo &LI; | |
| // The current loop we are working on. | |
| Loop *CurLoop; | |
| // Maximum loop nest threshold | |
| unsigned LoopDepthThreshold; | |
| // Minimum invariant threshold | |
| float InvariantThreshold; | |
| // Counter to track num of load & store | |
| unsigned LoadAndStoreCounter = 0; | |
| // Counter to track num of invariant | |
| unsigned InvariantCounter = 0; | |
| // Read only loop marker. | |
| bool IsReadOnlyLoop = true; | |
| // OptimizationRemarkEmitter | |
| OptimizationRemarkEmitter *ORE; | |
| bool isLegalForVersioning(); | |
| bool legalLoopStructure(); | |
| bool legalLoopInstructions(); | |
| bool legalLoopMemoryAccesses(); | |
| bool isLoopAlreadyVisited(); | |
| bool instructionSafeForVersioning(Instruction *I); | |
| }; | |
| } // end anonymous namespace | |
| /// Check loop structure and confirms it's good for LoopVersioningLICM. | |
| bool LoopVersioningLICM::legalLoopStructure() { | |
| // Loop must be in loop simplify form. | |
| if (!CurLoop->isLoopSimplifyForm()) { | |
| LLVM_DEBUG(dbgs() << " loop is not in loop-simplify form.\n"); | |
| return false; | |
| } | |
| // Loop should be innermost loop, if not return false. | |
| if (!CurLoop->getSubLoops().empty()) { | |
| LLVM_DEBUG(dbgs() << " loop is not innermost\n"); | |
| return false; | |
| } | |
| // Loop should have a single backedge, if not return false. | |
| if (CurLoop->getNumBackEdges() != 1) { | |
| LLVM_DEBUG(dbgs() << " loop has multiple backedges\n"); | |
| return false; | |
| } | |
| // Loop must have a single exiting block, if not return false. | |
| if (!CurLoop->getExitingBlock()) { | |
| LLVM_DEBUG(dbgs() << " loop has multiple exiting block\n"); | |
| return false; | |
| } | |
| // We only handle bottom-tested loop, i.e. loop in which the condition is | |
| // checked at the end of each iteration. With that we can assume that all | |
| // instructions in the loop are executed the same number of times. | |
| if (CurLoop->getExitingBlock() != CurLoop->getLoopLatch()) { | |
| LLVM_DEBUG(dbgs() << " loop is not bottom tested\n"); | |
| return false; | |
| } | |
| // Parallel loops must not have aliasing loop-invariant memory accesses. | |
| // Hence we don't need to version anything in this case. | |
| if (CurLoop->isAnnotatedParallel()) { | |
| LLVM_DEBUG(dbgs() << " Parallel loop is not worth versioning\n"); | |
| return false; | |
| } | |
| // Loop depth more then LoopDepthThreshold are not allowed | |
| if (CurLoop->getLoopDepth() > LoopDepthThreshold) { | |
| LLVM_DEBUG(dbgs() << " loop depth is more than threshold\n"); | |
| return false; | |
| } | |
| // We need to be able to compute the loop trip count in order | |
| // to generate the bound checks. | |
| const SCEV *ExitCount = SE->getBackedgeTakenCount(CurLoop); | |
| if (isa<SCEVCouldNotCompute>(ExitCount)) { | |
| LLVM_DEBUG(dbgs() << " loop does not have trip count\n"); | |
| return false; | |
| } | |
| return true; | |
| } | |
| /// Check memory accesses in loop and confirms it's good for | |
| /// LoopVersioningLICM. | |
| bool LoopVersioningLICM::legalLoopMemoryAccesses() { | |
| // Loop over the body of this loop, construct AST. | |
| BatchAAResults BAA(*AA); | |
| AliasSetTracker AST(BAA); | |
| for (auto *Block : CurLoop->getBlocks()) { | |
| // Ignore blocks in subloops. | |
| if (LI.getLoopFor(Block) == CurLoop) | |
| AST.add(*Block); | |
| } | |
| // Memory check: | |
| // Transform phase will generate a versioned loop and also a runtime check to | |
| // ensure the pointers are independent and they don’t alias. | |
| // In version variant of loop, alias meta data asserts that all access are | |
| // mutually independent. | |
| // | |
| // Pointers aliasing in alias domain are avoided because with multiple | |
| // aliasing domains we may not be able to hoist potential loop invariant | |
| // access out of the loop. | |
| // | |
| // Iterate over alias tracker sets, and confirm AliasSets doesn't have any | |
| // must alias set. | |
| bool HasMayAlias = false; | |
| bool TypeSafety = false; | |
| bool HasMod = false; | |
| for (const auto &I : AST) { | |
| const AliasSet &AS = I; | |
| // Skip Forward Alias Sets, as this should be ignored as part of | |
| // the AliasSetTracker object. | |
| if (AS.isForwardingAliasSet()) | |
| continue; | |
| // With MustAlias its not worth adding runtime bound check. | |
| if (AS.isMustAlias()) | |
| return false; | |
| const Value *SomePtr = AS.begin()->Ptr; | |
| bool TypeCheck = true; | |
| // Check for Mod & MayAlias | |
| HasMayAlias |= AS.isMayAlias(); | |
| HasMod |= AS.isMod(); | |
| for (const auto &MemLoc : AS) { | |
| const Value *Ptr = MemLoc.Ptr; | |
| // Alias tracker should have pointers of same data type. | |
| // | |
| // FIXME: check no longer effective since opaque pointers? | |
| // If the intent is to check that the memory accesses use the | |
| // same data type (such that LICM can promote them), then we | |
| // can no longer see this from the pointer value types. | |
| TypeCheck = (TypeCheck && (SomePtr->getType() == Ptr->getType())); | |
| } | |
| // At least one alias tracker should have pointers of same data type. | |
| TypeSafety |= TypeCheck; | |
| } | |
| // Ensure types should be of same type. | |
| if (!TypeSafety) { | |
| LLVM_DEBUG(dbgs() << " Alias tracker type safety failed!\n"); | |
| return false; | |
| } | |
| // Ensure loop body shouldn't be read only. | |
| if (!HasMod) { | |
| LLVM_DEBUG(dbgs() << " No memory modified in loop body\n"); | |
| return false; | |
| } | |
| // Make sure alias set has may alias case. | |
| // If there no alias memory ambiguity, return false. | |
| if (!HasMayAlias) { | |
| LLVM_DEBUG(dbgs() << " No ambiguity in memory access.\n"); | |
| return false; | |
| } | |
| return true; | |
| } | |
| /// Check loop instructions safe for Loop versioning. | |
| /// It returns true if it's safe else returns false. | |
| /// Consider following: | |
| /// 1) Check all load store in loop body are non atomic & non volatile. | |
| /// 2) Check function call safety, by ensuring its not accessing memory. | |
| /// 3) Loop body shouldn't have any may throw instruction. | |
| /// 4) Loop body shouldn't have any convergent or noduplicate instructions. | |
| bool LoopVersioningLICM::instructionSafeForVersioning(Instruction *I) { | |
| assert(I != nullptr && "Null instruction found!"); | |
| // Check function call safety | |
| if (auto *Call = dyn_cast<CallBase>(I)) { | |
| if (Call->isConvergent() || Call->cannotDuplicate()) { | |
| LLVM_DEBUG(dbgs() << " Convergent call site found.\n"); | |
| return false; | |
| } | |
| if (!Call->willReturn()) { | |
| LLVM_DEBUG(dbgs() << " Call site that may not return found.\n"); | |
| return false; | |
| } | |
| // Calls that only access inaccessible memory cannot alias loop memory and | |
| // are safe to duplicate during loop versioning. This covers | |
| // llvm.pseudoprobe (used for sample-based profiling under | |
| // -fpseudo-probe-for-profiling). | |
| if (Call->mayThrow() || | |
| !AA->getMemoryEffects(Call).onlyAccessesInaccessibleMem()) { | |
| LLVM_DEBUG(dbgs() << " Unsafe call site found.\n"); | |
| return false; | |
| } | |
| return true; | |
| } | |
| // Avoid loops with possiblity of throw | |
| if (I->mayThrow()) { | |
| LLVM_DEBUG(dbgs() << " May throw instruction found in loop body\n"); | |
| return false; | |
| } | |
| // If current instruction is load instructions | |
| // make sure it's a simple load (non atomic & non volatile) | |
| if (I->mayReadFromMemory()) { | |
| LoadInst *Ld = dyn_cast<LoadInst>(I); | |
| if (!Ld || !Ld->isSimple()) { | |
| LLVM_DEBUG(dbgs() << " Found a non-simple load.\n"); | |
| return false; | |
| } | |
| LoadAndStoreCounter++; | |
| Value *Ptr = Ld->getPointerOperand(); | |
| // Check loop invariant. | |
| if (SE->isLoopInvariant(SE->getSCEV(Ptr), CurLoop)) | |
| InvariantCounter++; | |
| } | |
| // If current instruction is store instruction | |
| // make sure it's a simple store (non atomic & non volatile) | |
| else if (I->mayWriteToMemory()) { | |
| StoreInst *St = dyn_cast<StoreInst>(I); | |
| if (!St || !St->isSimple()) { | |
| LLVM_DEBUG(dbgs() << " Found a non-simple store.\n"); | |
| return false; | |
| } | |
| LoadAndStoreCounter++; | |
| Value *Ptr = St->getPointerOperand(); | |
| // Don't allow stores that we don't have runtime checks for, as we won't be | |
| // able to mark them noalias meaning they would prevent any code motion. | |
| auto &Pointers = LAI->getRuntimePointerChecking()->Pointers; | |
| if (!any_of(Pointers, [&](auto &P) { return P.PointerValue == Ptr; })) { | |
| LLVM_DEBUG(dbgs() << " Found a store without a runtime check.\n"); | |
| return false; | |
| } | |
| // Check loop invariant. | |
| if (SE->isLoopInvariant(SE->getSCEV(Ptr), CurLoop)) | |
| InvariantCounter++; | |
| IsReadOnlyLoop = false; | |
| } | |
| return true; | |
| } | |
| /// Check loop instructions and confirms it's good for | |
| /// LoopVersioningLICM. | |
| bool LoopVersioningLICM::legalLoopInstructions() { | |
| // Resetting counters. | |
| LoadAndStoreCounter = 0; | |
| InvariantCounter = 0; | |
| IsReadOnlyLoop = true; | |
| using namespace ore; | |
| // Get LoopAccessInfo from current loop via the proxy. | |
| LAI = &LAIs.getInfo(*CurLoop, /*AllowPartial=*/true); | |
| // Check LoopAccessInfo for need of runtime check. | |
| if (LAI->getRuntimePointerChecking()->getChecks().empty()) { | |
| LLVM_DEBUG(dbgs() << " LAA: Runtime check not found !!\n"); | |
| return false; | |
| } | |
| // Iterate over loop blocks and instructions of each block and check | |
| // instruction safety. | |
| for (auto *Block : CurLoop->getBlocks()) | |
| for (auto &Inst : *Block) { | |
| // If instruction is unsafe just return false. | |
| if (!instructionSafeForVersioning(&Inst)) { | |
| ORE->emit([&]() { | |
| return OptimizationRemarkMissed(DEBUG_TYPE, "IllegalLoopInst", &Inst) | |
| << " Unsafe Loop Instruction"; | |
| }); | |
| return false; | |
| } | |
| } | |
| // Number of runtime-checks should be less then RuntimeMemoryCheckThreshold | |
| if (LAI->getNumRuntimePointerChecks() > | |
| VectorizerParams::RuntimeMemoryCheckThreshold) { | |
| LLVM_DEBUG( | |
| dbgs() << " LAA: Runtime checks are more than threshold !!\n"); | |
| ORE->emit([&]() { | |
| return OptimizationRemarkMissed(DEBUG_TYPE, "RuntimeCheck", | |
| CurLoop->getStartLoc(), | |
| CurLoop->getHeader()) | |
| << "Number of runtime checks " | |
| << NV("RuntimeChecks", LAI->getNumRuntimePointerChecks()) | |
| << " exceeds threshold " | |
| << NV("Threshold", VectorizerParams::RuntimeMemoryCheckThreshold); | |
| }); | |
| return false; | |
| } | |
| // Loop should have at least one invariant load or store instruction. | |
| if (!InvariantCounter) { | |
| LLVM_DEBUG(dbgs() << " Invariant not found !!\n"); | |
| return false; | |
| } | |
| // Read only loop not allowed. | |
| if (IsReadOnlyLoop) { | |
| LLVM_DEBUG(dbgs() << " Found a read-only loop!\n"); | |
| return false; | |
| } | |
| // Profitability check: | |
| // Check invariant threshold, should be in limit. | |
| if (InvariantCounter * 100 < InvariantThreshold * LoadAndStoreCounter) { | |
| LLVM_DEBUG( | |
| dbgs() | |
| << " Invariant load & store are less then defined threshold\n"); | |
| LLVM_DEBUG(dbgs() << " Invariant loads & stores: " | |
| << ((InvariantCounter * 100) / LoadAndStoreCounter) | |
| << "%\n"); | |
| LLVM_DEBUG(dbgs() << " Invariant loads & store threshold: " | |
| << InvariantThreshold << "%\n"); | |
| ORE->emit([&]() { | |
| return OptimizationRemarkMissed(DEBUG_TYPE, "InvariantThreshold", | |
| CurLoop->getStartLoc(), | |
| CurLoop->getHeader()) | |
| << "Invariant load & store " | |
| << NV("LoadAndStoreCounter", | |
| ((InvariantCounter * 100) / LoadAndStoreCounter)) | |
| << " are less then defined threshold " | |
| << NV("Threshold", InvariantThreshold); | |
| }); | |
| return false; | |
| } | |
| return true; | |
| } | |
| /// It checks loop is already visited or not. | |
| /// check loop meta data, if loop revisited return true | |
| /// else false. | |
| bool LoopVersioningLICM::isLoopAlreadyVisited() { | |
| // Check LoopVersioningLICM metadata into loop | |
| if (findStringMetadataForLoop(CurLoop, LICMVersioningMetaData)) { | |
| return true; | |
| } | |
| return false; | |
| } | |
| /// Checks legality for LoopVersioningLICM by considering following: | |
| /// a) loop structure legality b) loop instruction legality | |
| /// c) loop memory access legality. | |
| /// Return true if legal else returns false. | |
| bool LoopVersioningLICM::isLegalForVersioning() { | |
| using namespace ore; | |
| LLVM_DEBUG(dbgs() << "Loop: " << *CurLoop); | |
| // Make sure not re-visiting same loop again. | |
| if (isLoopAlreadyVisited()) { | |
| LLVM_DEBUG( | |
| dbgs() << " Revisiting loop in LoopVersioningLICM not allowed.\n\n"); | |
| return false; | |
| } | |
| // Check loop structure leagality. | |
| if (!legalLoopStructure()) { | |
| LLVM_DEBUG( | |
| dbgs() << " Loop structure not suitable for LoopVersioningLICM\n\n"); | |
| ORE->emit([&]() { | |
| return OptimizationRemarkMissed(DEBUG_TYPE, "IllegalLoopStruct", | |
| CurLoop->getStartLoc(), | |
| CurLoop->getHeader()) | |
| << " Unsafe Loop structure"; | |
| }); | |
| return false; | |
| } | |
| // Check loop instruction leagality. | |
| if (!legalLoopInstructions()) { | |
| LLVM_DEBUG( | |
| dbgs() | |
| << " Loop instructions not suitable for LoopVersioningLICM\n\n"); | |
| return false; | |
| } | |
| // Check loop memory access leagality. | |
| if (!legalLoopMemoryAccesses()) { | |
| LLVM_DEBUG( | |
| dbgs() | |
| << " Loop memory access not suitable for LoopVersioningLICM\n\n"); | |
| ORE->emit([&]() { | |
| return OptimizationRemarkMissed(DEBUG_TYPE, "IllegalLoopMemoryAccess", | |
| CurLoop->getStartLoc(), | |
| CurLoop->getHeader()) | |
| << " Unsafe Loop memory access"; | |
| }); | |
| return false; | |
| } | |
| // Loop versioning is feasible, return true. | |
| LLVM_DEBUG(dbgs() << " Loop Versioning found to be beneficial\n\n"); | |
| ORE->emit([&]() { | |
| return OptimizationRemark(DEBUG_TYPE, "IsLegalForVersioning", | |
| CurLoop->getStartLoc(), CurLoop->getHeader()) | |
| << " Versioned loop for LICM." | |
| << " Number of runtime checks we had to insert " | |
| << NV("RuntimeChecks", LAI->getNumRuntimePointerChecks()); | |
| }); | |
| return true; | |
| } | |
| bool LoopVersioningLICM::run(DominatorTree *DT) { | |
| // Do not do the transformation if disabled by metadata. | |
| if (hasLICMVersioningTransformation(CurLoop) & TM_Disable) | |
| return false; | |
| bool Changed = false; | |
| // Check feasiblity of LoopVersioningLICM. | |
| // If versioning found to be feasible and beneficial then proceed | |
| // else simply return, by cleaning up memory. | |
| if (isLegalForVersioning()) { | |
| // Do loop versioning. | |
| // Create memcheck for memory accessed inside loop. | |
| // Clone original loop, and set blocks properly. | |
| LoopVersioning LVer(*LAI, LAI->getRuntimePointerChecking()->getChecks(), | |
| CurLoop, &LI, DT, SE); | |
| LVer.versionLoop(); | |
| // Set Loop Versioning metaData for original loop. | |
| addStringMetadataToLoop(LVer.getNonVersionedLoop(), LICMVersioningMetaData); | |
| // Set Loop Versioning metaData for version loop. | |
| addStringMetadataToLoop(LVer.getVersionedLoop(), LICMVersioningMetaData); | |
| // Set "llvm.mem.parallel_loop_access" metaData to versioned loop. | |
| // FIXME: "llvm.mem.parallel_loop_access" annotates memory access | |
| // instructions, not loops. | |
| addStringMetadataToLoop(LVer.getVersionedLoop(), | |
| "llvm.mem.parallel_loop_access"); | |
| // Update version loop with aggressive aliasing assumption. | |
| LVer.annotateLoopWithNoAlias(); | |
| Changed = true; | |
| } | |
| return Changed; | |
| } | |
| PreservedAnalyses LoopVersioningLICMPass::run(Loop &L, LoopAnalysisManager &AM, | |
| LoopStandardAnalysisResults &LAR, | |
| LPMUpdater &U) { | |
| AliasAnalysis *AA = &LAR.AA; | |
| ScalarEvolution *SE = &LAR.SE; | |
| DominatorTree *DT = &LAR.DT; | |
| const Function *F = L.getHeader()->getParent(); | |
| OptimizationRemarkEmitter ORE(F); | |
| LoopAccessInfoManager LAIs(*SE, *AA, *DT, LAR.LI, nullptr, nullptr, &LAR.AC); | |
| const ScalarOptions &Opts = | |
| F->getContext().getLibraryOptions().get<ScalarOptions>(); | |
| if (!LoopVersioningLICM(Opts, AA, SE, &ORE, LAIs, LAR.LI, &L).run(DT)) | |
| return PreservedAnalyses::all(); | |
| return getLoopPassPreservedAnalyses(); | |
| } |