//===----- ScopDetection.cpp - Detect Scops --------------------*- C++ -*-===// // // The LLVM Compiler Infrastructure // // This file is distributed under the University of Illinois Open Source // License. See LICENSE.TXT for details. // //===----------------------------------------------------------------------===// // // Detect the maximal Scops of a function. // // A static control part (Scop) is a subgraph of the control flow graph (CFG) // that only has statically known control flow and can therefore be described // within the polyhedral model. // // Every Scop fullfills these restrictions: // // * It is a single entry single exit region // // * Only affine linear bounds in the loops // // Every natural loop in a Scop must have a number of loop iterations that can // be described as an affine linear function in surrounding loop iterators or // parameters. (A parameter is a scalar that does not change its value during // execution of the Scop). // // * Only comparisons of affine linear expressions in conditions // // * All loops and conditions perfectly nested // // The control flow needs to be structured such that it could be written using // just 'for' and 'if' statements, without the need for any 'goto', 'break' or // 'continue'. // // * Side effect free functions call // // Only function calls and intrinsics that do not have side effects are allowed // (readnone). // // The Scop detection finds the largest Scops by checking if the largest // region is a Scop. If this is not the case, its canonical subregions are // checked until a region is a Scop. It is now tried to extend this Scop by // creating a larger non canonical region. // //===----------------------------------------------------------------------===// #include "polly/ScopDetection.h" #include "polly/LinkAllPasses.h" #include "polly/Support/ScopHelper.h" #include "polly/Support/AffineSCEVIterator.h" #include "llvm/LLVMContext.h" #include "llvm/ADT/Statistic.h" #include "llvm/Analysis/AliasAnalysis.h" #include "llvm/Analysis/RegionIterator.h" #include "llvm/Support/CommandLine.h" #include "llvm/Assembly/Writer.h" #define DEBUG_TYPE "polly-detect" #include "llvm/Support/Debug.h" using namespace llvm; using namespace polly; //===----------------------------------------------------------------------===// // Statistics. STATISTIC(ValidRegion, "Number of regions that a valid part of Scop"); #define BADSCOP_STAT(NAME, DESC) STATISTIC(Bad##NAME##ForScop, \ "Number of bad regions for Scop: "\ DESC) #define STATSCOP(NAME); assert(!Context.Verifying && #NAME); \ if (!Context.Verifying) ++Bad##NAME##ForScop; BADSCOP_STAT(CFG, "CFG too complex"); BADSCOP_STAT(IndVar, "Non canonical induction variable in loop"); BADSCOP_STAT(LoopBound, "Loop bounds can not be computed"); BADSCOP_STAT(FuncCall, "Function call with side effects appeared"); BADSCOP_STAT(AffFunc, "Expression not affine"); BADSCOP_STAT(Scalar, "Found scalar dependency"); BADSCOP_STAT(Alias, "Found base address alias"); BADSCOP_STAT(SimpleRegion, "Region not simple"); BADSCOP_STAT(Other, "Others"); //===----------------------------------------------------------------------===// // ScopDetection. bool ScopDetection::isMaxRegionInScop(const Region &R) const { // The Region is valid only if it could be found in the set. return ValidRegions.count(&R); } bool ScopDetection::isValidAffineFunction(const SCEV *S, Region &RefRegion, Value **BasePtr) const { assert(S && "S must not be null!"); bool isMemoryAccess = (BasePtr != 0); if (isMemoryAccess) *BasePtr = 0; DEBUG(dbgs() << "Checking " << *S << " ... "); if (isa(S)) { DEBUG(dbgs() << "Non Affine: SCEV could not be computed\n"); return false; } for (AffineSCEVIterator I = affine_begin(S, SE), E = affine_end(); I != E; ++I) { // The constant part must be a SCEVConstant. // TODO: support sizeof in coefficient. if (!isa(I->second)) { DEBUG(dbgs() << "Non Affine: Right hand side is not constant\n"); return false; } const SCEV *Var = I->first; // A constant offset is affine. if(isa(Var)) continue; // Memory accesses are allowed to have a base pointer. if (Var->getType()->isPointerTy()) { if (!isMemoryAccess) { DEBUG(dbgs() << "Non Affine: Pointer in non memory access\n"); return false; } assert(I->second->isOne() && "Only one as pointer coefficient allowed.\n"); const SCEVUnknown *BaseAddr = dyn_cast(Var); if (!BaseAddr || isa(BaseAddr->getValue())){ DEBUG(dbgs() << "Cannot handle base: " << *Var << "\n"); return false; } // BaseAddr must be invariant in Scop. if (!isParameter(BaseAddr, RefRegion, *LI, *SE)) { DEBUG(dbgs() << "Non Affine: Base address not invariant in SCoP\n"); return false; } assert(*BasePtr == 0 && "Found second base pointer.\n"); *BasePtr = BaseAddr->getValue(); continue; } if (isParameter(Var, RefRegion, *LI, *SE) || isIndVar(Var, RefRegion, *LI, *SE)) continue; DEBUG(dbgs() << "Non Affine: " ; Var->print(dbgs()); dbgs() << " is neither parameter nor induction variable\n"); return false; } DEBUG(dbgs() << " is affine.\n"); return !isMemoryAccess || (*BasePtr != 0); } bool ScopDetection::isValidCFG(BasicBlock &BB, DetectionContext &Context) const { Region &RefRegion = Context.CurRegion; TerminatorInst *TI = BB.getTerminator(); // Return instructions are only valid if the region is the top level region. if (isa(TI) && !RefRegion.getExit() && TI->getNumOperands() == 0) return true; BranchInst *Br = dyn_cast(TI); if (!Br) { DEBUG(dbgs() << "Non branch instruction as terminator of BB: "; WriteAsOperand(dbgs(), &BB, false); dbgs() << "\n"); STATSCOP(CFG); return false; } if (Br->isUnconditional()) return true; Value *Condition = Br->getCondition(); // UndefValue is not allowed as condition. if (isa(Condition)) { DEBUG(dbgs() << "Undefined value in branch instruction of BB: "; WriteAsOperand(dbgs(), &BB, false); dbgs() << "\n"); STATSCOP(AffFunc); return false; } // Only Constant and ICmpInst are allowed as condition. if (!(isa(Condition) || isa(Condition))) { DEBUG(dbgs() << "Non Constant and non ICmpInst instruction in BB: "; WriteAsOperand(dbgs(), &BB, false); dbgs() << "\n"); STATSCOP(AffFunc); return false; } // Allow perfectly nested conditions. assert(Br->getNumSuccessors() == 2 && "Unexpected number of successors"); if (ICmpInst *ICmp = dyn_cast(Condition)) { // Unsigned comparisons are not allowed. They trigger overflow problems // in the code generation. // // TODO: This is not sufficient and just hides bugs. However it does pretty // well. if(ICmp->isUnsigned()) return false; // Are both operands of the ICmp affine? if (isa(ICmp->getOperand(0)) || isa(ICmp->getOperand(1))) { DEBUG(dbgs() << "Undefined operand in branch instruction of BB: "; WriteAsOperand(dbgs(), &BB, false); dbgs() << "\n"); STATSCOP(AffFunc); return false; } const SCEV *ScevLHS = SE->getSCEV(ICmp->getOperand(0)); const SCEV *ScevRHS = SE->getSCEV(ICmp->getOperand(1)); bool affineLHS = isValidAffineFunction(ScevLHS, RefRegion); bool affineRHS = isValidAffineFunction(ScevRHS, RefRegion); if (!affineLHS || !affineRHS) { DEBUG(dbgs() << "Non affine branch instruction in BB: "; WriteAsOperand(dbgs(), &BB, false); dbgs() << "\n"); STATSCOP(AffFunc); return false; } } // Allow loop exit conditions. Loop *L = LI->getLoopFor(&BB); if (L && L->getExitingBlock() == &BB) return true; // Allow perfectly nested conditions. Region *R = RI->getRegionFor(&BB); if (R->getEntry() != &BB) { DEBUG(dbgs() << "Non well structured condition starting at BB: "; WriteAsOperand(dbgs(), &BB, false); dbgs() << "\n"); STATSCOP(CFG); return false; } return true; } bool ScopDetection::isValidCallInst(CallInst &CI) { if (CI.mayHaveSideEffects() || CI.doesNotReturn()) return false; if (CI.doesNotAccessMemory()) return true; Function *CalledFunction = CI.getCalledFunction(); // Indirect calls are not supported. if (CalledFunction == 0) return false; // TODO: Intrinsics. return false; } bool ScopDetection::isValidMemoryAccess(Instruction &Inst, DetectionContext &Context) const { Value *Ptr = getPointerOperand(Inst), *BasePtr; const SCEV *AccessFunction = SE->getSCEV(Ptr); if (!isValidAffineFunction(AccessFunction, Context.CurRegion, &BasePtr)) { DEBUG(dbgs() << "Bad memory addr " << *AccessFunction << "\n"); STATSCOP(AffFunc); return false; } // FIXME: Alias Analysis thinks IntToPtrInst aliases with alloca instructions // created by IndependentBlocks Pass. if (isa(BasePtr)) { DEBUG(dbgs() << "Find bad intoptr prt: " << *BasePtr << '\n'); STATSCOP(Other); return false; } // Check if the base pointer of the memory access does alias with // any other pointer. This cannot be handled at the moment. AliasSet &AS = Context.AST.getAliasSetForPointer(BasePtr, AliasAnalysis::UnknownSize, Inst.getMetadata(LLVMContext::MD_tbaa)); if (!AS.isMustAlias()) { DEBUG(dbgs() << "Bad pointer alias found:" << *BasePtr << "\nAS:\n" << AS); // STATSCOP triggers an assertion if we are in verifying mode. // This is generally good to check that we do not change the SCoP after we // run the SCoP detection and consequently to ensure that we can still // represent that SCoP. However, in case of aliasing this does not work. // The independent blocks pass may create memory references which seem to // alias, if -basicaa is not available. They actually do not. As we do not // not know this and we would fail here if we verify it. if (!Context.Verifying) { STATSCOP(Alias); } return false; } return true; } bool ScopDetection::hasScalarDependency(Instruction &Inst, Region &RefRegion) const { for (Instruction::use_iterator UI = Inst.use_begin(), UE = Inst.use_end(); UI != UE; ++UI) if (Instruction *Use = dyn_cast(*UI)) if (!RefRegion.contains(Use->getParent())) { // DirtyHack 1: PHINode user outside the Scop is not allow, if this // PHINode is induction variable, the scalar to array transform may // break it and introduce a non-indvar PHINode, which is not allow in // Scop. // This can be fix by: // Introduce a IndependentBlockPrepare pass, which translate all // PHINodes not in Scop to array. // The IndependentBlockPrepare pass can also split the entry block of // the function to hold the alloca instruction created by scalar to // array. and split the exit block of the Scop so the new create load // instruction for escape users will not break other Scops. if (isa(Use)) return true; } return false; } bool ScopDetection::isValidInstruction(Instruction &Inst, DetectionContext &Context) const { // Only canonical IVs are allowed. if (PHINode *PN = dyn_cast(&Inst)) if (!isIndVar(PN, LI)) { DEBUG(dbgs() << "Non canonical PHI node found: "; WriteAsOperand(dbgs(), &Inst, false); dbgs() << "\n"); return false; } // Scalar dependencies are not allowed. if (hasScalarDependency(Inst, Context.CurRegion)) { DEBUG(dbgs() << "Scalar dependency found: "; WriteAsOperand(dbgs(), &Inst, false); dbgs() << "\n"); STATSCOP(Scalar); return false; } // We only check the call instruction but not invoke instruction. if (CallInst *CI = dyn_cast(&Inst)) { if (isValidCallInst(*CI)) return true; DEBUG(dbgs() << "Bad call Inst: "; WriteAsOperand(dbgs(), &Inst, false); dbgs() << "\n"); STATSCOP(FuncCall); return false; } if (!Inst.mayWriteToMemory() && !Inst.mayReadFromMemory()) { // Handle cast instruction. if (isa(Inst) || isa(Inst)) { DEBUG(dbgs() << "Bad cast Inst!\n"); STATSCOP(Other); return false; } if (isa(Inst)) { DEBUG(dbgs() << "AllocaInst is not allowed!!\n"); STATSCOP(Other); return false; } return true; } // Check the access function. if (isa(Inst) || isa(Inst)) return isValidMemoryAccess(Inst, Context); // We do not know this instruction, therefore we assume it is invalid. DEBUG(dbgs() << "Bad instruction found: "; WriteAsOperand(dbgs(), &Inst, false); dbgs() << "\n"); STATSCOP(Other); return false; } bool ScopDetection::isValidBasicBlock(BasicBlock &BB, DetectionContext &Context) const { if (!isValidCFG(BB, Context)) return false; // Check all instructions, except the terminator instruction. for (BasicBlock::iterator I = BB.begin(), E = --BB.end(); I != E; ++I) if (!isValidInstruction(*I, Context)) return false; Loop *L = LI->getLoopFor(&BB); if (L && L->getHeader() == &BB && !isValidLoop(L, Context)) return false; return true; } bool ScopDetection::isValidLoop(Loop *L, DetectionContext &Context) const { PHINode *IndVar = L->getCanonicalInductionVariable(); // No canonical induction variable. if (!IndVar) { DEBUG(dbgs() << "No canonical iv for loop: "; WriteAsOperand(dbgs(), L->getHeader(), false); dbgs() << "\n"); STATSCOP(IndVar); return false; } // Is the loop count affine? const SCEV *LoopCount = SE->getBackedgeTakenCount(L); if (!isValidAffineFunction(LoopCount, Context.CurRegion)) { DEBUG(dbgs() << "Non affine loop bound for loop: "; WriteAsOperand(dbgs(), L->getHeader(), false); dbgs() << "\n"); STATSCOP(LoopBound); return false; } return true; } Region *ScopDetection::expandRegion(Region &R) { Region *CurrentRegion = &R; Region *TmpRegion = R.getExpandedRegion(); DEBUG(dbgs() << "\tExpanding " << R.getNameStr() << "\n"); while (TmpRegion) { DetectionContext Context(*TmpRegion, *AA, false /*verifying*/); DEBUG(dbgs() << "\t\tTrying " << TmpRegion->getNameStr() << "\n"); if (!allBlocksValid(Context)) break; if (isValidExit(Context)) { if (CurrentRegion != &R) delete CurrentRegion; CurrentRegion = TmpRegion; } Region *TmpRegion2 = TmpRegion->getExpandedRegion(); if (TmpRegion != &R && TmpRegion != CurrentRegion) delete TmpRegion; TmpRegion = TmpRegion2; } if (&R == CurrentRegion) return NULL; DEBUG(dbgs() << "\tto " << CurrentRegion->getNameStr() << "\n"); return CurrentRegion; } void ScopDetection::findScops(Region &R) { DetectionContext Context(R, *AA, false /*verifying*/); if (isValidRegion(Context)) { ++ValidRegion; ValidRegions.insert(&R); return; } for (Region::iterator I = R.begin(), E = R.end(); I != E; ++I) findScops(**I); // Try to expand regions. // // As the region tree normally only contains canonical regions, non canonical // regions that form a Scop are not found. Therefore, those non canonical // regions are checked by expanding the canonical ones. std::vector ToExpand; for (Region::iterator I = R.begin(), E = R.end(); I != E; ++I) ToExpand.push_back(*I); for (std::vector::iterator RI = ToExpand.begin(), RE = ToExpand.end(); RI != RE; ++RI) { Region *CurrentRegion = *RI; // Skip invalid regions. Regions may become invalid, if they are element of // an already expanded region. if (ValidRegions.find(CurrentRegion) == ValidRegions.end()) continue; Region *ExpandedR = expandRegion(*CurrentRegion); if (!ExpandedR) continue; R.addSubRegion(ExpandedR, true); ValidRegions.insert(ExpandedR); ValidRegions.erase(CurrentRegion); for (Region::iterator I = ExpandedR->begin(), E = ExpandedR->end(); I != E; ++I) ValidRegions.erase(*I); } } bool ScopDetection::allBlocksValid(DetectionContext &Context) const { Region &R = Context.CurRegion; for (Region::block_iterator I = R.block_begin(), E = R.block_end(); I != E; ++I) if (!isValidBasicBlock(*(I->getNodeAs()), Context)) return false; return true; } bool ScopDetection::isValidExit(DetectionContext &Context) const { Region &R = Context.CurRegion; // PHI nodes are not allowed in the exit basic block. if (BasicBlock *Exit = R.getExit()) { BasicBlock::iterator I = Exit->begin(); if (I != Exit->end() && isa (*I)) { DEBUG(dbgs() << "PHI node in exit"; dbgs() << "\n"); STATSCOP(Other); return false; } } return true; } bool ScopDetection::isValidRegion(DetectionContext &Context) const { Region &R = Context.CurRegion; DEBUG(dbgs() << "Checking region: " << R.getNameStr() << "\n\t"); // The toplevel region is no valid region. if (!R.getParent()) { DEBUG(dbgs() << "Top level region is invalid"; dbgs() << "\n"); return false; } // SCoP can not contains the entry block of the function, because we need // to insert alloca instruction there when translate scalar to array. if (R.getEntry() == &(R.getEntry()->getParent()->getEntryBlock())) { DEBUG(dbgs() << "Region containing entry block of function is invalid!\n"); STATSCOP(Other); return false; } // Only a simple region is allowed. if (!R.isSimple()) { DEBUG(dbgs() << "Region not simple: " << R.getNameStr() << '\n'); STATSCOP(SimpleRegion); return false; } if (!allBlocksValid(Context)) return false; if (!isValidExit(Context)) return false; DEBUG(dbgs() << "OK\n"); return true; } bool ScopDetection::isValidFunction(llvm::Function &F) { return !InvalidFunctions.count(&F); } bool ScopDetection::runOnFunction(llvm::Function &F) { AA = &getAnalysis(); SE = &getAnalysis(); LI = &getAnalysis(); RI = &getAnalysis(); Region *TopRegion = RI->getTopLevelRegion(); if(!isValidFunction(F)) return false; findScops(*TopRegion); return false; } void polly::ScopDetection::verifyRegion(const Region &R) const { assert(isMaxRegionInScop(R) && "Expect R is a valid region."); DetectionContext Context(const_cast(R), *AA, true /*verifying*/); isValidRegion(Context); } void polly::ScopDetection::verifyAnalysis() const { for (RegionSet::const_iterator I = ValidRegions.begin(), E = ValidRegions.end(); I != E; ++I) verifyRegion(**I); } void ScopDetection::getAnalysisUsage(AnalysisUsage &AU) const { AU.addRequired(); AU.addRequired(); AU.addRequired(); AU.addRequired(); // We also need AA and RegionInfo when we are verifying analysis. AU.addRequiredTransitive(); AU.addRequiredTransitive(); AU.setPreservesAll(); } void ScopDetection::print(raw_ostream &OS, const Module *) const { for (RegionSet::const_iterator I = ValidRegions.begin(), E = ValidRegions.end(); I != E; ++I) OS << "Valid Region for Scop: " << (*I)->getNameStr() << '\n'; OS << "\n"; } void ScopDetection::releaseMemory() { ValidRegions.clear(); // Do not clear the invalid function set. } char ScopDetection::ID = 0; static RegisterPass X("polly-detect", "Polly - Detect Scops in functions"); Pass *polly::createScopDetectionPass() { return new ScopDetection(); }