//===- LoopDependenceAnalysis.cpp - LDA Implementation ----------*- C++ -*-===// // // The LLVM Compiler Infrastructure // // This file is distributed under the University of Illinois Open Source // License. See LICENSE.TXT for details. // //===----------------------------------------------------------------------===// // // This is the (beginning) of an implementation of a loop dependence analysis // framework, which is used to detect dependences in memory accesses in loops. // // Please note that this is work in progress and the interface is subject to // change. // // TODO: adapt as implementation progresses. // // TODO: document lingo (pair, subscript, index) // //===----------------------------------------------------------------------===// #define DEBUG_TYPE "lda" #include "llvm/ADT/Statistic.h" #include "llvm/Analysis/AliasAnalysis.h" #include "llvm/Analysis/LoopDependenceAnalysis.h" #include "llvm/Analysis/LoopPass.h" #include "llvm/Analysis/ScalarEvolution.h" #include "llvm/Analysis/ScalarEvolutionExpressions.h" #include "llvm/Instructions.h" #include "llvm/Operator.h" #include "llvm/Support/Allocator.h" #include "llvm/Support/Debug.h" #include "llvm/Support/ErrorHandling.h" #include "llvm/Support/raw_ostream.h" #include "llvm/Target/TargetData.h" using namespace llvm; STATISTIC(NumAnswered, "Number of dependence queries answered"); STATISTIC(NumAnalysed, "Number of distinct dependence pairs analysed"); STATISTIC(NumDependent, "Number of pairs with dependent accesses"); STATISTIC(NumIndependent, "Number of pairs with independent accesses"); STATISTIC(NumUnknown, "Number of pairs with unknown accesses"); LoopPass *llvm::createLoopDependenceAnalysisPass() { return new LoopDependenceAnalysis(); } static RegisterPass R("lda", "Loop Dependence Analysis", false, true); char LoopDependenceAnalysis::ID = 0; //===----------------------------------------------------------------------===// // Utility Functions //===----------------------------------------------------------------------===// static inline bool IsMemRefInstr(const Value *V) { const Instruction *I = dyn_cast(V); return I && (I->mayReadFromMemory() || I->mayWriteToMemory()); } static void GetMemRefInstrs(const Loop *L, SmallVectorImpl &Memrefs) { for (Loop::block_iterator b = L->block_begin(), be = L->block_end(); b != be; ++b) for (BasicBlock::iterator i = (*b)->begin(), ie = (*b)->end(); i != ie; ++i) if (IsMemRefInstr(i)) Memrefs.push_back(i); } static bool IsLoadOrStoreInst(Value *I) { return isa(I) || isa(I); } static Value *GetPointerOperand(Value *I) { if (LoadInst *i = dyn_cast(I)) return i->getPointerOperand(); if (StoreInst *i = dyn_cast(I)) return i->getPointerOperand(); llvm_unreachable("Value is no load or store instruction!"); // Never reached. return 0; } static AliasAnalysis::AliasResult UnderlyingObjectsAlias(AliasAnalysis *AA, const Value *A, const Value *B) { const Value *aObj = A->getUnderlyingObject(); const Value *bObj = B->getUnderlyingObject(); return AA->alias(aObj, AA->getTypeStoreSize(aObj->getType()), bObj, AA->getTypeStoreSize(bObj->getType())); } static inline const SCEV *GetZeroSCEV(ScalarEvolution *SE) { return SE->getConstant(Type::Int32Ty, 0L); } //===----------------------------------------------------------------------===// // Dependence Testing //===----------------------------------------------------------------------===// bool LoopDependenceAnalysis::isDependencePair(const Value *A, const Value *B) const { return IsMemRefInstr(A) && IsMemRefInstr(B) && (cast(A)->mayWriteToMemory() || cast(B)->mayWriteToMemory()); } bool LoopDependenceAnalysis::findOrInsertDependencePair(Value *A, Value *B, DependencePair *&P) { void *insertPos = 0; FoldingSetNodeID id; id.AddPointer(A); id.AddPointer(B); P = Pairs.FindNodeOrInsertPos(id, insertPos); if (P) return true; P = PairAllocator.Allocate(); new (P) DependencePair(id, A, B); Pairs.InsertNode(P, insertPos); return false; } bool LoopDependenceAnalysis::isLoopInvariant(const SCEV *S) const { for (const Loop *L = this->L; L != 0; L = L->getParentLoop()) if (!S->isLoopInvariant(L)) return false; return true; } bool LoopDependenceAnalysis::isAffine(const SCEV *S) const { const SCEVAddRecExpr *rec = dyn_cast(S); return isLoopInvariant(S) || (rec && rec->isAffine()); } LoopDependenceAnalysis::DependenceResult LoopDependenceAnalysis::analyseSubscript(const SCEV *A, const SCEV *B, Subscript *S) const { DEBUG(errs() << " Testing subscript: " << *A << ", " << *B << "\n"); if (A == B) { DEBUG(errs() << " -> [D] same SCEV\n"); return Dependent; } if (!isAffine(A) || !isAffine(B)) { DEBUG(errs() << " -> [?] not affine\n"); return Unknown; } // TODO: Implement ZIV/SIV/MIV testers. DEBUG(errs() << " -> [?] cannot analyse subscript\n"); return Unknown; } LoopDependenceAnalysis::DependenceResult LoopDependenceAnalysis::analysePair(DependencePair *P) const { DEBUG(errs() << "Analysing:\n" << *P->A << "\n" << *P->B << "\n"); // We only analyse loads and stores but no possible memory accesses by e.g. // free, call, or invoke instructions. if (!IsLoadOrStoreInst(P->A) || !IsLoadOrStoreInst(P->B)) { DEBUG(errs() << "--> [?] no load/store\n"); return Unknown; } Value *aPtr = GetPointerOperand(P->A); Value *bPtr = GetPointerOperand(P->B); switch (UnderlyingObjectsAlias(AA, aPtr, bPtr)) { case AliasAnalysis::MayAlias: // We can not analyse objects if we do not know about their aliasing. DEBUG(errs() << "---> [?] may alias\n"); return Unknown; case AliasAnalysis::NoAlias: // If the objects noalias, they are distinct, accesses are independent. DEBUG(errs() << "---> [I] no alias\n"); return Independent; case AliasAnalysis::MustAlias: break; // The underlying objects alias, test accesses for dependence. } const GEPOperator *aGEP = dyn_cast(aPtr); const GEPOperator *bGEP = dyn_cast(bPtr); if (!aGEP || !bGEP) return Unknown; // FIXME: Is filtering coupled subscripts necessary? // Analyse indices pairwise (FIXME: use GetGEPOperands from BasicAA), adding // trailing zeroes to the smaller GEP, if needed. GEPOperator::const_op_iterator aIdx = aGEP->idx_begin(), aEnd = aGEP->idx_end(), bIdx = bGEP->idx_begin(), bEnd = bGEP->idx_end(); while (aIdx != aEnd && bIdx != bEnd) { const SCEV* aSCEV = (aIdx != aEnd) ? SE->getSCEV(*aIdx) : GetZeroSCEV(SE); const SCEV* bSCEV = (bIdx != bEnd) ? SE->getSCEV(*bIdx) : GetZeroSCEV(SE); Subscript subscript; DependenceResult result = analyseSubscript(aSCEV, bSCEV, &subscript); if (result != Dependent) { // We either proved independence or failed to analyse this subscript. // Further subscripts will not improve the situation, so abort early. return result; } P->Subscripts.push_back(subscript); if (aIdx != aEnd) ++aIdx; if (bIdx != bEnd) ++bIdx; } // Either there were no subscripts or all subscripts were analysed to be // dependent; in both cases we know the accesses are dependent. return Dependent; } bool LoopDependenceAnalysis::depends(Value *A, Value *B) { assert(isDependencePair(A, B) && "Values form no dependence pair!"); ++NumAnswered; DependencePair *p; if (!findOrInsertDependencePair(A, B, p)) { // The pair is not cached, so analyse it. ++NumAnalysed; switch (p->Result = analysePair(p)) { case Dependent: ++NumDependent; break; case Independent: ++NumIndependent; break; case Unknown: ++NumUnknown; break; } } return p->Result != Independent; } //===----------------------------------------------------------------------===// // LoopDependenceAnalysis Implementation //===----------------------------------------------------------------------===// bool LoopDependenceAnalysis::runOnLoop(Loop *L, LPPassManager &) { this->L = L; AA = &getAnalysis(); SE = &getAnalysis(); return false; } void LoopDependenceAnalysis::releaseMemory() { Pairs.clear(); PairAllocator.Reset(); } void LoopDependenceAnalysis::getAnalysisUsage(AnalysisUsage &AU) const { AU.setPreservesAll(); AU.addRequiredTransitive(); AU.addRequiredTransitive(); } static void PrintLoopInfo(raw_ostream &OS, LoopDependenceAnalysis *LDA, const Loop *L) { if (!L->empty()) return; // ignore non-innermost loops SmallVector memrefs; GetMemRefInstrs(L, memrefs); OS << "Loop at depth " << L->getLoopDepth() << ", header block: "; WriteAsOperand(OS, L->getHeader(), false); OS << "\n"; OS << " Load/store instructions: " << memrefs.size() << "\n"; for (SmallVector::const_iterator x = memrefs.begin(), end = memrefs.end(); x != end; ++x) OS << "\t" << (x - memrefs.begin()) << ": " << **x << "\n"; OS << " Pairwise dependence results:\n"; for (SmallVector::const_iterator x = memrefs.begin(), end = memrefs.end(); x != end; ++x) for (SmallVector::const_iterator y = x + 1; y != end; ++y) if (LDA->isDependencePair(*x, *y)) OS << "\t" << (x - memrefs.begin()) << "," << (y - memrefs.begin()) << ": " << (LDA->depends(*x, *y) ? "dependent" : "independent") << "\n"; } void LoopDependenceAnalysis::print(raw_ostream &OS, const Module*) const { // TODO: doc why const_cast is safe PrintLoopInfo(OS, const_cast(this), this->L); } void LoopDependenceAnalysis::print(std::ostream &OS, const Module *M) const { raw_os_ostream os(OS); print(os, M); }