13b11a16aSHongbin Zheng //===--- BlockGenerators.cpp - Generate code for statements -----*- C++ -*-===// 23b11a16aSHongbin Zheng // 33b11a16aSHongbin Zheng // The LLVM Compiler Infrastructure 43b11a16aSHongbin Zheng // 53b11a16aSHongbin Zheng // This file is distributed under the University of Illinois Open Source 63b11a16aSHongbin Zheng // License. See LICENSE.TXT for details. 73b11a16aSHongbin Zheng // 83b11a16aSHongbin Zheng //===----------------------------------------------------------------------===// 93b11a16aSHongbin Zheng // 103b11a16aSHongbin Zheng // This file implements the BlockGenerator and VectorBlockGenerator classes, 113b11a16aSHongbin Zheng // which generate sequential code and vectorized code for a polyhedral 123b11a16aSHongbin Zheng // statement, respectively. 133b11a16aSHongbin Zheng // 143b11a16aSHongbin Zheng //===----------------------------------------------------------------------===// 153b11a16aSHongbin Zheng 163b11a16aSHongbin Zheng #include "polly/ScopInfo.h" 1783628182STobias Grosser #include "isl/aff.h" 18a63b2579SJohannes Doerfert #include "isl/ast.h" 19a63b2579SJohannes Doerfert #include "isl/ast_build.h" 2083628182STobias Grosser #include "isl/set.h" 218a846610SHongbin Zheng #include "polly/CodeGen/BlockGenerators.h" 2283628182STobias Grosser #include "polly/CodeGen/CodeGeneration.h" 23a63b2579SJohannes Doerfert #include "polly/CodeGen/IslExprBuilder.h" 24637bd631STobias Grosser #include "polly/Options.h" 253b11a16aSHongbin Zheng #include "polly/Support/GICHelper.h" 2697cb813cSSebastian Pop #include "polly/Support/SCEVValidator.h" 27ecfe21b7STobias Grosser #include "polly/Support/ScopHelper.h" 28e71c6ab5STobias Grosser #include "llvm/Analysis/LoopInfo.h" 29e71c6ab5STobias Grosser #include "llvm/Analysis/ScalarEvolution.h" 30e71c6ab5STobias Grosser #include "llvm/Analysis/ScalarEvolutionExpander.h" 31030237d0STobias Grosser #include "llvm/IR/IntrinsicInst.h" 323b11a16aSHongbin Zheng #include "llvm/Transforms/Utils/BasicBlockUtils.h" 333b11a16aSHongbin Zheng 343b11a16aSHongbin Zheng using namespace llvm; 353b11a16aSHongbin Zheng using namespace polly; 363b11a16aSHongbin Zheng 37878aba49STobias Grosser static cl::opt<bool> Aligned("enable-polly-aligned", 38878aba49STobias Grosser cl::desc("Assumed aligned memory accesses."), 39878aba49STobias Grosser cl::Hidden, cl::init(false), cl::ZeroOrMore, 40878aba49STobias Grosser cl::cat(PollyCategory)); 413b11a16aSHongbin Zheng 42ecfe21b7STobias Grosser bool polly::canSynthesize(const Instruction *I, const llvm::LoopInfo *LI, 43ecfe21b7STobias Grosser ScalarEvolution *SE, const Region *R) { 44ecfe21b7STobias Grosser if (!I || !SE->isSCEVable(I->getType())) 45ecfe21b7STobias Grosser return false; 46ecfe21b7STobias Grosser 47ecfe21b7STobias Grosser if (const SCEV *Scev = SE->getSCEV(const_cast<Instruction *>(I))) 48ecfe21b7STobias Grosser if (!isa<SCEVCouldNotCompute>(Scev)) 49ecfe21b7STobias Grosser if (!hasScalarDepsInsideRegion(Scev, R)) 50ecfe21b7STobias Grosser return true; 51ecfe21b7STobias Grosser 52ecfe21b7STobias Grosser return false; 53ecfe21b7STobias Grosser } 54ecfe21b7STobias Grosser 55a63b2579SJohannes Doerfert BlockGenerator::BlockGenerator(PollyIRBuilder &B, ScopStmt &Stmt, Pass *P, 562ef3f4fdSJohannes Doerfert LoopInfo &LI, ScalarEvolution &SE, 57a63b2579SJohannes Doerfert isl_ast_build *Build, 58a63b2579SJohannes Doerfert IslExprBuilder *ExprBuilder) 592ef3f4fdSJohannes Doerfert : Builder(B), Statement(Stmt), P(P), LI(LI), SE(SE), Build(Build), 602ef3f4fdSJohannes Doerfert ExprBuilder(ExprBuilder) {} 61e71c6ab5STobias Grosser 62d213a8b8STobias Grosser Value *BlockGenerator::getNewValue(const Value *Old, ValueMapT &BBMap, 63d213a8b8STobias Grosser ValueMapT &GlobalMap, LoopToScevMapT <S, 64d213a8b8STobias Grosser Loop *L) const { 653b11a16aSHongbin Zheng // We assume constants never change. 663b11a16aSHongbin Zheng // This avoids map lookups for many calls to this function. 673b11a16aSHongbin Zheng if (isa<Constant>(Old)) 683b11a16aSHongbin Zheng return const_cast<Value *>(Old); 693b11a16aSHongbin Zheng 70fe11e287SHongbin Zheng if (Value *New = GlobalMap.lookup(Old)) { 71c14582f2STobias Grosser if (Old->getType()->getScalarSizeInBits() < 72c14582f2STobias Grosser New->getType()->getScalarSizeInBits()) 733b11a16aSHongbin Zheng New = Builder.CreateTruncOrBitCast(New, Old->getType()); 743b11a16aSHongbin Zheng 753b11a16aSHongbin Zheng return New; 763b11a16aSHongbin Zheng } 773b11a16aSHongbin Zheng 78fe11e287SHongbin Zheng if (Value *New = BBMap.lookup(Old)) 79fe11e287SHongbin Zheng return New; 803b11a16aSHongbin Zheng 81683b8e44STobias Grosser if (SE.isSCEVable(Old->getType())) 82369430ffSTobias Grosser if (const SCEV *Scev = SE.getSCEVAtScope(const_cast<Value *>(Old), L)) { 83e71c6ab5STobias Grosser if (!isa<SCEVCouldNotCompute>(Scev)) { 84637b23dcSSebastian Pop const SCEV *NewScev = apply(Scev, LTS, SE); 85637b23dcSSebastian Pop ValueToValueMap VTV; 86637b23dcSSebastian Pop VTV.insert(BBMap.begin(), BBMap.end()); 87637b23dcSSebastian Pop VTV.insert(GlobalMap.begin(), GlobalMap.end()); 8847d4ee3eSSebastian Pop NewScev = SCEVParameterRewriter::rewrite(NewScev, SE, VTV); 89e71c6ab5STobias Grosser SCEVExpander Expander(SE, "polly"); 90e71c6ab5STobias Grosser Value *Expanded = Expander.expandCodeFor(NewScev, Old->getType(), 91e71c6ab5STobias Grosser Builder.GetInsertPoint()); 92e71c6ab5STobias Grosser 93e71c6ab5STobias Grosser BBMap[Old] = Expanded; 94e71c6ab5STobias Grosser return Expanded; 95e71c6ab5STobias Grosser } 96369430ffSTobias Grosser } 97e71c6ab5STobias Grosser 9816371acdSTobias Grosser // A scop-constant value defined by a global or a function parameter. 9916371acdSTobias Grosser if (isa<GlobalValue>(Old) || isa<Argument>(Old)) 10016371acdSTobias Grosser return const_cast<Value *>(Old); 10116371acdSTobias Grosser 10216371acdSTobias Grosser // A scop-constant value defined by an instruction executed outside the scop. 10316371acdSTobias Grosser if (const Instruction *Inst = dyn_cast<Instruction>(Old)) 10416371acdSTobias Grosser if (!Statement.getParent()->getRegion().contains(Inst->getParent())) 10516371acdSTobias Grosser return const_cast<Value *>(Old); 10616371acdSTobias Grosser 10716371acdSTobias Grosser // The scalar dependence is neither available nor SCEVCodegenable. 1085b463ceaSHongbin Zheng llvm_unreachable("Unexpected scalar dependence in region!"); 1095a56cbf4STobias Grosser return nullptr; 1103b11a16aSHongbin Zheng } 1113b11a16aSHongbin Zheng 1123b11a16aSHongbin Zheng void BlockGenerator::copyInstScalar(const Instruction *Inst, ValueMapT &BBMap, 1139d10fffaSSebastian Pop ValueMapT &GlobalMap, LoopToScevMapT <S) { 114030237d0STobias Grosser // We do not generate debug intrinsics as we did not investigate how to 115030237d0STobias Grosser // copy them correctly. At the current state, they just crash the code 116030237d0STobias Grosser // generation as the meta-data operands are not correctly copied. 117030237d0STobias Grosser if (isa<DbgInfoIntrinsic>(Inst)) 118030237d0STobias Grosser return; 119030237d0STobias Grosser 1203b11a16aSHongbin Zheng Instruction *NewInst = Inst->clone(); 1213b11a16aSHongbin Zheng 1223b11a16aSHongbin Zheng // Replace old operands with the new ones. 12391f5b262STobias Grosser for (Value *OldOperand : Inst->operands()) { 124369430ffSTobias Grosser Value *NewOperand = 125369430ffSTobias Grosser getNewValue(OldOperand, BBMap, GlobalMap, LTS, getLoopForInst(Inst)); 1263b11a16aSHongbin Zheng 1273b11a16aSHongbin Zheng if (!NewOperand) { 128c14582f2STobias Grosser assert(!isa<StoreInst>(NewInst) && 129c14582f2STobias Grosser "Store instructions are always needed!"); 1303b11a16aSHongbin Zheng delete NewInst; 1313b11a16aSHongbin Zheng return; 1323b11a16aSHongbin Zheng } 1333b11a16aSHongbin Zheng 1343b11a16aSHongbin Zheng NewInst->replaceUsesOfWith(OldOperand, NewOperand); 1353b11a16aSHongbin Zheng } 1363b11a16aSHongbin Zheng 1373b11a16aSHongbin Zheng Builder.Insert(NewInst); 1383b11a16aSHongbin Zheng BBMap[Inst] = NewInst; 1393b11a16aSHongbin Zheng 1403b11a16aSHongbin Zheng if (!NewInst->getType()->isVoidTy()) 1413b11a16aSHongbin Zheng NewInst->setName("p_" + Inst->getName()); 1423b11a16aSHongbin Zheng } 1433b11a16aSHongbin Zheng 144a63b2579SJohannes Doerfert Value *BlockGenerator::getNewAccessOperand(const MemoryAccess &MA) { 145a99130f0SJohannes Doerfert isl_pw_multi_aff *PWAccRel; 146a99130f0SJohannes Doerfert isl_union_map *Schedule; 147a63b2579SJohannes Doerfert isl_ast_expr *Expr; 1483b11a16aSHongbin Zheng 149a63b2579SJohannes Doerfert assert(ExprBuilder && Build && 150a63b2579SJohannes Doerfert "Cannot generate new value without IslExprBuilder!"); 1513b11a16aSHongbin Zheng 152a99130f0SJohannes Doerfert Schedule = isl_ast_build_get_schedule(Build); 153a99130f0SJohannes Doerfert PWAccRel = MA.applyScheduleToAccessRelation(Schedule); 1543b11a16aSHongbin Zheng 155a63b2579SJohannes Doerfert Expr = isl_ast_build_access_from_pw_multi_aff(Build, PWAccRel); 156dcb5f1dcSJohannes Doerfert Expr = isl_ast_expr_address_of(Expr); 157a63b2579SJohannes Doerfert 158a63b2579SJohannes Doerfert return ExprBuilder->create(Expr); 1593b11a16aSHongbin Zheng } 1603b11a16aSHongbin Zheng 161e602a076STobias Grosser Value *BlockGenerator::generateLocationAccessed(const Instruction *Inst, 162e602a076STobias Grosser const Value *Pointer, 163e602a076STobias Grosser ValueMapT &BBMap, 164e602a076STobias Grosser ValueMapT &GlobalMap, 165e602a076STobias Grosser LoopToScevMapT <S) { 166a63b2579SJohannes Doerfert const MemoryAccess &MA = Statement.getAccessFor(Inst); 1673b11a16aSHongbin Zheng 1683b11a16aSHongbin Zheng Value *NewPointer; 169a99130f0SJohannes Doerfert if (MA.hasNewAccessRelation()) 170a63b2579SJohannes Doerfert NewPointer = getNewAccessOperand(MA); 171a63b2579SJohannes Doerfert else 172369430ffSTobias Grosser NewPointer = 173369430ffSTobias Grosser getNewValue(Pointer, BBMap, GlobalMap, LTS, getLoopForInst(Inst)); 1743b11a16aSHongbin Zheng 1753b11a16aSHongbin Zheng return NewPointer; 1763b11a16aSHongbin Zheng } 1773b11a16aSHongbin Zheng 1784d96c8d7STobias Grosser Loop *BlockGenerator::getLoopForInst(const llvm::Instruction *Inst) { 1792ef3f4fdSJohannes Doerfert return LI.getLoopFor(Inst->getParent()); 180369430ffSTobias Grosser } 181369430ffSTobias Grosser 182e602a076STobias Grosser Value *BlockGenerator::generateScalarLoad(const LoadInst *Load, 183e602a076STobias Grosser ValueMapT &BBMap, 184e602a076STobias Grosser ValueMapT &GlobalMap, 185e602a076STobias Grosser LoopToScevMapT <S) { 1863b11a16aSHongbin Zheng const Value *Pointer = Load->getPointerOperand(); 1877242ad92STobias Grosser Value *NewPointer = 1881947f863SJohannes Doerfert generateLocationAccessed(Load, Pointer, BBMap, GlobalMap, LTS); 18987901453SJohannes Doerfert Value *ScalarLoad = Builder.CreateAlignedLoad( 19087901453SJohannes Doerfert NewPointer, Load->getAlignment(), Load->getName() + "_p_scalar_"); 1913b11a16aSHongbin Zheng return ScalarLoad; 1923b11a16aSHongbin Zheng } 1933b11a16aSHongbin Zheng 194e602a076STobias Grosser Value *BlockGenerator::generateScalarStore(const StoreInst *Store, 195e602a076STobias Grosser ValueMapT &BBMap, 196e602a076STobias Grosser ValueMapT &GlobalMap, 197e602a076STobias Grosser LoopToScevMapT <S) { 1983b11a16aSHongbin Zheng const Value *Pointer = Store->getPointerOperand(); 199c14582f2STobias Grosser Value *NewPointer = 2009d10fffaSSebastian Pop generateLocationAccessed(Store, Pointer, BBMap, GlobalMap, LTS); 201369430ffSTobias Grosser Value *ValueOperand = getNewValue(Store->getValueOperand(), BBMap, GlobalMap, 202369430ffSTobias Grosser LTS, getLoopForInst(Store)); 2033b11a16aSHongbin Zheng 20487901453SJohannes Doerfert Value *NewStore = Builder.CreateAlignedStore(ValueOperand, NewPointer, 20587901453SJohannes Doerfert Store->getAlignment()); 20687901453SJohannes Doerfert return NewStore; 2073b11a16aSHongbin Zheng } 2083b11a16aSHongbin Zheng 209e602a076STobias Grosser void BlockGenerator::copyInstruction(const Instruction *Inst, ValueMapT &BBMap, 210e602a076STobias Grosser ValueMapT &GlobalMap, 211e602a076STobias Grosser LoopToScevMapT <S) { 2123b11a16aSHongbin Zheng // Terminator instructions control the control flow. They are explicitly 2133b11a16aSHongbin Zheng // expressed in the clast and do not need to be copied. 2143b11a16aSHongbin Zheng if (Inst->isTerminator()) 2153b11a16aSHongbin Zheng return; 2163b11a16aSHongbin Zheng 217f557987bSChandler Carruth if (canSynthesize(Inst, &P->getAnalysis<LoopInfoWrapperPass>().getLoopInfo(), 218f557987bSChandler Carruth &SE, &Statement.getParent()->getRegion())) 219e71c6ab5STobias Grosser return; 220e71c6ab5STobias Grosser 2213b11a16aSHongbin Zheng if (const LoadInst *Load = dyn_cast<LoadInst>(Inst)) { 222753d43f9SSebastian Pop Value *NewLoad = generateScalarLoad(Load, BBMap, GlobalMap, LTS); 2233d94fedfSSebastian Pop // Compute NewLoad before its insertion in BBMap to make the insertion 2243d94fedfSSebastian Pop // deterministic. 225753d43f9SSebastian Pop BBMap[Load] = NewLoad; 2263b11a16aSHongbin Zheng return; 2273b11a16aSHongbin Zheng } 2283b11a16aSHongbin Zheng 2293b11a16aSHongbin Zheng if (const StoreInst *Store = dyn_cast<StoreInst>(Inst)) { 230753d43f9SSebastian Pop Value *NewStore = generateScalarStore(Store, BBMap, GlobalMap, LTS); 2313d94fedfSSebastian Pop // Compute NewStore before its insertion in BBMap to make the insertion 2323d94fedfSSebastian Pop // deterministic. 233753d43f9SSebastian Pop BBMap[Store] = NewStore; 2343b11a16aSHongbin Zheng return; 2353b11a16aSHongbin Zheng } 2363b11a16aSHongbin Zheng 2379d10fffaSSebastian Pop copyInstScalar(Inst, BBMap, GlobalMap, LTS); 2383b11a16aSHongbin Zheng } 2393b11a16aSHongbin Zheng 2409d10fffaSSebastian Pop void BlockGenerator::copyBB(ValueMapT &GlobalMap, LoopToScevMapT <S) { 241*5ec3333dSChandler Carruth auto *DTWP = P->getAnalysisIfAvailable<DominatorTreeWrapperPass>(); 242*5ec3333dSChandler Carruth auto *DT = DTWP ? &DTWP->getDomTree() : nullptr; 243*5ec3333dSChandler Carruth auto *LIWP = P->getAnalysisIfAvailable<LoopInfoWrapperPass>(); 244*5ec3333dSChandler Carruth auto *LI = LIWP ? &LIWP->getLoopInfo() : nullptr;; 245*5ec3333dSChandler Carruth 2463b11a16aSHongbin Zheng BasicBlock *BB = Statement.getBasicBlock(); 247c14582f2STobias Grosser BasicBlock *CopyBB = 248*5ec3333dSChandler Carruth SplitBlock(Builder.GetInsertBlock(), Builder.GetInsertPoint(), DT, LI); 2493b11a16aSHongbin Zheng CopyBB->setName("polly.stmt." + BB->getName()); 2503b11a16aSHongbin Zheng Builder.SetInsertPoint(CopyBB->begin()); 2513b11a16aSHongbin Zheng 2523b11a16aSHongbin Zheng ValueMapT BBMap; 2533b11a16aSHongbin Zheng 25491f5b262STobias Grosser for (Instruction &Inst : *BB) 25591f5b262STobias Grosser copyInstruction(&Inst, BBMap, GlobalMap, LTS); 2563b11a16aSHongbin Zheng } 2573b11a16aSHongbin Zheng 2582ef3f4fdSJohannes Doerfert VectorBlockGenerator::VectorBlockGenerator( 2592ef3f4fdSJohannes Doerfert PollyIRBuilder &B, VectorValueMapT &GlobalMaps, 2602ef3f4fdSJohannes Doerfert std::vector<LoopToScevMapT> &VLTS, ScopStmt &Stmt, 261731685e6SJohannes Doerfert __isl_keep isl_map *Schedule, Pass *P, LoopInfo &LI, ScalarEvolution &SE, 262731685e6SJohannes Doerfert __isl_keep isl_ast_build *Build, IslExprBuilder *ExprBuilder) 263731685e6SJohannes Doerfert : BlockGenerator(B, Stmt, P, LI, SE, Build, ExprBuilder), 2642ef3f4fdSJohannes Doerfert GlobalMaps(GlobalMaps), VLTS(VLTS), Schedule(Schedule) { 2653b11a16aSHongbin Zheng assert(GlobalMaps.size() > 1 && "Only one vector lane found"); 266a00a0291SSebastian Pop assert(Schedule && "No statement domain provided"); 2673b11a16aSHongbin Zheng } 2683b11a16aSHongbin Zheng 269e602a076STobias Grosser Value *VectorBlockGenerator::getVectorValue(const Value *Old, 270e602a076STobias Grosser ValueMapT &VectorMap, 271e602a076STobias Grosser VectorValueMapT &ScalarMaps, 272e602a076STobias Grosser Loop *L) { 273fe11e287SHongbin Zheng if (Value *NewValue = VectorMap.lookup(Old)) 274fe11e287SHongbin Zheng return NewValue; 2753b11a16aSHongbin Zheng 2763b11a16aSHongbin Zheng int Width = getVectorWidth(); 2773b11a16aSHongbin Zheng 2783b11a16aSHongbin Zheng Value *Vector = UndefValue::get(VectorType::get(Old->getType(), Width)); 2793b11a16aSHongbin Zheng 2803b11a16aSHongbin Zheng for (int Lane = 0; Lane < Width; Lane++) 281c14582f2STobias Grosser Vector = Builder.CreateInsertElement( 2827242ad92STobias Grosser Vector, 283369430ffSTobias Grosser getNewValue(Old, ScalarMaps[Lane], GlobalMaps[Lane], VLTS[Lane], L), 2847242ad92STobias Grosser Builder.getInt32(Lane)); 2853b11a16aSHongbin Zheng 2863b11a16aSHongbin Zheng VectorMap[Old] = Vector; 2873b11a16aSHongbin Zheng 2883b11a16aSHongbin Zheng return Vector; 2893b11a16aSHongbin Zheng } 2903b11a16aSHongbin Zheng 2913b11a16aSHongbin Zheng Type *VectorBlockGenerator::getVectorPtrTy(const Value *Val, int Width) { 2923b11a16aSHongbin Zheng PointerType *PointerTy = dyn_cast<PointerType>(Val->getType()); 2933b11a16aSHongbin Zheng assert(PointerTy && "PointerType expected"); 2943b11a16aSHongbin Zheng 2953b11a16aSHongbin Zheng Type *ScalarType = PointerTy->getElementType(); 2963b11a16aSHongbin Zheng VectorType *VectorType = VectorType::get(ScalarType, Width); 2973b11a16aSHongbin Zheng 2983b11a16aSHongbin Zheng return PointerType::getUnqual(VectorType); 2993b11a16aSHongbin Zheng } 3003b11a16aSHongbin Zheng 3010dd463faSTobias Grosser Value * 3020dd463faSTobias Grosser VectorBlockGenerator::generateStrideOneLoad(const LoadInst *Load, 3030dd463faSTobias Grosser VectorValueMapT &ScalarMaps, 3040dd463faSTobias Grosser bool NegativeStride = false) { 3050dd463faSTobias Grosser unsigned VectorWidth = getVectorWidth(); 3063b11a16aSHongbin Zheng const Value *Pointer = Load->getPointerOperand(); 3070dd463faSTobias Grosser Type *VectorPtrType = getVectorPtrTy(Pointer, VectorWidth); 3080dd463faSTobias Grosser unsigned Offset = NegativeStride ? VectorWidth - 1 : 0; 3090dd463faSTobias Grosser 3105a56cbf4STobias Grosser Value *NewPointer = nullptr; 311731685e6SJohannes Doerfert NewPointer = generateLocationAccessed(Load, Pointer, ScalarMaps[Offset], 312731685e6SJohannes Doerfert GlobalMaps[Offset], VLTS[Offset]); 313c14582f2STobias Grosser Value *VectorPtr = 314c14582f2STobias Grosser Builder.CreateBitCast(NewPointer, VectorPtrType, "vector_ptr"); 315c14582f2STobias Grosser LoadInst *VecLoad = 316c14582f2STobias Grosser Builder.CreateLoad(VectorPtr, Load->getName() + "_p_vec_full"); 3173b11a16aSHongbin Zheng if (!Aligned) 3183b11a16aSHongbin Zheng VecLoad->setAlignment(8); 3193b11a16aSHongbin Zheng 3200dd463faSTobias Grosser if (NegativeStride) { 3210dd463faSTobias Grosser SmallVector<Constant *, 16> Indices; 3220dd463faSTobias Grosser for (int i = VectorWidth - 1; i >= 0; i--) 3230dd463faSTobias Grosser Indices.push_back(ConstantInt::get(Builder.getInt32Ty(), i)); 3240dd463faSTobias Grosser Constant *SV = llvm::ConstantVector::get(Indices); 3250dd463faSTobias Grosser Value *RevVecLoad = Builder.CreateShuffleVector( 3260dd463faSTobias Grosser VecLoad, VecLoad, SV, Load->getName() + "_reverse"); 3270dd463faSTobias Grosser return RevVecLoad; 3280dd463faSTobias Grosser } 3290dd463faSTobias Grosser 3303b11a16aSHongbin Zheng return VecLoad; 3313b11a16aSHongbin Zheng } 3323b11a16aSHongbin Zheng 3333b11a16aSHongbin Zheng Value *VectorBlockGenerator::generateStrideZeroLoad(const LoadInst *Load, 3343b11a16aSHongbin Zheng ValueMapT &BBMap) { 3353b11a16aSHongbin Zheng const Value *Pointer = Load->getPointerOperand(); 3363b11a16aSHongbin Zheng Type *VectorPtrType = getVectorPtrTy(Pointer, 1); 337369430ffSTobias Grosser Value *NewPointer = 338731685e6SJohannes Doerfert generateLocationAccessed(Load, Pointer, BBMap, GlobalMaps[0], VLTS[0]); 3393b11a16aSHongbin Zheng Value *VectorPtr = Builder.CreateBitCast(NewPointer, VectorPtrType, 3403b11a16aSHongbin Zheng Load->getName() + "_p_vec_p"); 341c14582f2STobias Grosser LoadInst *ScalarLoad = 342c14582f2STobias Grosser Builder.CreateLoad(VectorPtr, Load->getName() + "_p_splat_one"); 3433b11a16aSHongbin Zheng 3443b11a16aSHongbin Zheng if (!Aligned) 3453b11a16aSHongbin Zheng ScalarLoad->setAlignment(8); 3463b11a16aSHongbin Zheng 347c14582f2STobias Grosser Constant *SplatVector = Constant::getNullValue( 348c14582f2STobias Grosser VectorType::get(Builder.getInt32Ty(), getVectorWidth())); 3493b11a16aSHongbin Zheng 350c14582f2STobias Grosser Value *VectorLoad = Builder.CreateShuffleVector( 351c14582f2STobias Grosser ScalarLoad, ScalarLoad, SplatVector, Load->getName() + "_p_splat"); 3523b11a16aSHongbin Zheng return VectorLoad; 3533b11a16aSHongbin Zheng } 3543b11a16aSHongbin Zheng 355e602a076STobias Grosser Value * 356e602a076STobias Grosser VectorBlockGenerator::generateUnknownStrideLoad(const LoadInst *Load, 357e602a076STobias Grosser VectorValueMapT &ScalarMaps) { 3583b11a16aSHongbin Zheng int VectorWidth = getVectorWidth(); 3593b11a16aSHongbin Zheng const Value *Pointer = Load->getPointerOperand(); 3603b11a16aSHongbin Zheng VectorType *VectorType = VectorType::get( 3613b11a16aSHongbin Zheng dyn_cast<PointerType>(Pointer->getType())->getElementType(), VectorWidth); 3623b11a16aSHongbin Zheng 3633b11a16aSHongbin Zheng Value *Vector = UndefValue::get(VectorType); 3643b11a16aSHongbin Zheng 3653b11a16aSHongbin Zheng for (int i = 0; i < VectorWidth; i++) { 366731685e6SJohannes Doerfert Value *NewPointer = generateLocationAccessed(Load, Pointer, ScalarMaps[i], 367731685e6SJohannes Doerfert GlobalMaps[i], VLTS[i]); 368c14582f2STobias Grosser Value *ScalarLoad = 369c14582f2STobias Grosser Builder.CreateLoad(NewPointer, Load->getName() + "_p_scalar_"); 370c14582f2STobias Grosser Vector = Builder.CreateInsertElement( 371c14582f2STobias Grosser Vector, ScalarLoad, Builder.getInt32(i), Load->getName() + "_p_vec_"); 3723b11a16aSHongbin Zheng } 3733b11a16aSHongbin Zheng 3743b11a16aSHongbin Zheng return Vector; 3753b11a16aSHongbin Zheng } 3763b11a16aSHongbin Zheng 377e602a076STobias Grosser void VectorBlockGenerator::generateLoad(const LoadInst *Load, 378e602a076STobias Grosser ValueMapT &VectorMap, 379e602a076STobias Grosser VectorValueMapT &ScalarMaps) { 38068794217SHongbin Zheng if (PollyVectorizerChoice >= VECTORIZER_FIRST_NEED_GROUPED_UNROLL || 38168794217SHongbin Zheng !VectorType::isValidElementType(Load->getType())) { 3823b11a16aSHongbin Zheng for (int i = 0; i < getVectorWidth(); i++) 383c14582f2STobias Grosser ScalarMaps[i][Load] = 3849d10fffaSSebastian Pop generateScalarLoad(Load, ScalarMaps[i], GlobalMaps[i], VLTS[i]); 3853b11a16aSHongbin Zheng return; 3863b11a16aSHongbin Zheng } 3873b11a16aSHongbin Zheng 388b5f24a66SHongbin Zheng const MemoryAccess &Access = Statement.getAccessFor(Load); 3893b11a16aSHongbin Zheng 39095493984STobias Grosser // Make sure we have scalar values available to access the pointer to 39195493984STobias Grosser // the data location. 39295493984STobias Grosser extractScalarValues(Load, VectorMap, ScalarMaps); 39395493984STobias Grosser 3943b11a16aSHongbin Zheng Value *NewLoad; 395a00a0291SSebastian Pop if (Access.isStrideZero(isl_map_copy(Schedule))) 3963b11a16aSHongbin Zheng NewLoad = generateStrideZeroLoad(Load, ScalarMaps[0]); 397a00a0291SSebastian Pop else if (Access.isStrideOne(isl_map_copy(Schedule))) 3980dd463faSTobias Grosser NewLoad = generateStrideOneLoad(Load, ScalarMaps); 3990dd463faSTobias Grosser else if (Access.isStrideX(isl_map_copy(Schedule), -1)) 4000dd463faSTobias Grosser NewLoad = generateStrideOneLoad(Load, ScalarMaps, true); 4013b11a16aSHongbin Zheng else 4023b11a16aSHongbin Zheng NewLoad = generateUnknownStrideLoad(Load, ScalarMaps); 4033b11a16aSHongbin Zheng 4043b11a16aSHongbin Zheng VectorMap[Load] = NewLoad; 4053b11a16aSHongbin Zheng } 4063b11a16aSHongbin Zheng 4073b11a16aSHongbin Zheng void VectorBlockGenerator::copyUnaryInst(const UnaryInstruction *Inst, 4083b11a16aSHongbin Zheng ValueMapT &VectorMap, 4093b11a16aSHongbin Zheng VectorValueMapT &ScalarMaps) { 4103b11a16aSHongbin Zheng int VectorWidth = getVectorWidth(); 411369430ffSTobias Grosser Value *NewOperand = getVectorValue(Inst->getOperand(0), VectorMap, ScalarMaps, 412369430ffSTobias Grosser getLoopForInst(Inst)); 4133b11a16aSHongbin Zheng 4143b11a16aSHongbin Zheng assert(isa<CastInst>(Inst) && "Can not generate vector code for instruction"); 4153b11a16aSHongbin Zheng 4163b11a16aSHongbin Zheng const CastInst *Cast = dyn_cast<CastInst>(Inst); 4173b11a16aSHongbin Zheng VectorType *DestType = VectorType::get(Inst->getType(), VectorWidth); 4183b11a16aSHongbin Zheng VectorMap[Inst] = Builder.CreateCast(Cast->getOpcode(), NewOperand, DestType); 4193b11a16aSHongbin Zheng } 4203b11a16aSHongbin Zheng 4213b11a16aSHongbin Zheng void VectorBlockGenerator::copyBinaryInst(const BinaryOperator *Inst, 4223b11a16aSHongbin Zheng ValueMapT &VectorMap, 4233b11a16aSHongbin Zheng VectorValueMapT &ScalarMaps) { 424369430ffSTobias Grosser Loop *L = getLoopForInst(Inst); 4253b11a16aSHongbin Zheng Value *OpZero = Inst->getOperand(0); 4263b11a16aSHongbin Zheng Value *OpOne = Inst->getOperand(1); 4273b11a16aSHongbin Zheng 4283b11a16aSHongbin Zheng Value *NewOpZero, *NewOpOne; 429369430ffSTobias Grosser NewOpZero = getVectorValue(OpZero, VectorMap, ScalarMaps, L); 430369430ffSTobias Grosser NewOpOne = getVectorValue(OpOne, VectorMap, ScalarMaps, L); 4313b11a16aSHongbin Zheng 4321bb59b0dSTobias Grosser Value *NewInst = Builder.CreateBinOp(Inst->getOpcode(), NewOpZero, NewOpOne, 4333b11a16aSHongbin Zheng Inst->getName() + "p_vec"); 4343b11a16aSHongbin Zheng VectorMap[Inst] = NewInst; 4353b11a16aSHongbin Zheng } 4363b11a16aSHongbin Zheng 437e602a076STobias Grosser void VectorBlockGenerator::copyStore(const StoreInst *Store, 438e602a076STobias Grosser ValueMapT &VectorMap, 439e602a076STobias Grosser VectorValueMapT &ScalarMaps) { 440b5f24a66SHongbin Zheng const MemoryAccess &Access = Statement.getAccessFor(Store); 4413b11a16aSHongbin Zheng 4423b11a16aSHongbin Zheng const Value *Pointer = Store->getPointerOperand(); 443369430ffSTobias Grosser Value *Vector = getVectorValue(Store->getValueOperand(), VectorMap, 444369430ffSTobias Grosser ScalarMaps, getLoopForInst(Store)); 4453b11a16aSHongbin Zheng 44650fd7010STobias Grosser // Make sure we have scalar values available to access the pointer to 44750fd7010STobias Grosser // the data location. 44850fd7010STobias Grosser extractScalarValues(Store, VectorMap, ScalarMaps); 44950fd7010STobias Grosser 450a00a0291SSebastian Pop if (Access.isStrideOne(isl_map_copy(Schedule))) { 4511947f863SJohannes Doerfert Type *VectorPtrType = getVectorPtrTy(Pointer, getVectorWidth()); 452731685e6SJohannes Doerfert Value *NewPointer = generateLocationAccessed(Store, Pointer, ScalarMaps[0], 453731685e6SJohannes Doerfert GlobalMaps[0], VLTS[0]); 4543b11a16aSHongbin Zheng 455c14582f2STobias Grosser Value *VectorPtr = 456c14582f2STobias Grosser Builder.CreateBitCast(NewPointer, VectorPtrType, "vector_ptr"); 4573b11a16aSHongbin Zheng StoreInst *Store = Builder.CreateStore(Vector, VectorPtr); 4583b11a16aSHongbin Zheng 4593b11a16aSHongbin Zheng if (!Aligned) 4603b11a16aSHongbin Zheng Store->setAlignment(8); 4613b11a16aSHongbin Zheng } else { 4623b11a16aSHongbin Zheng for (unsigned i = 0; i < ScalarMaps.size(); i++) { 4631bb59b0dSTobias Grosser Value *Scalar = Builder.CreateExtractElement(Vector, Builder.getInt32(i)); 464731685e6SJohannes Doerfert Value *NewPointer = generateLocationAccessed( 465731685e6SJohannes Doerfert Store, Pointer, ScalarMaps[i], GlobalMaps[i], VLTS[i]); 4663b11a16aSHongbin Zheng Builder.CreateStore(Scalar, NewPointer); 4673b11a16aSHongbin Zheng } 4683b11a16aSHongbin Zheng } 4693b11a16aSHongbin Zheng } 4703b11a16aSHongbin Zheng 4713b11a16aSHongbin Zheng bool VectorBlockGenerator::hasVectorOperands(const Instruction *Inst, 4723b11a16aSHongbin Zheng ValueMapT &VectorMap) { 47391f5b262STobias Grosser for (Value *Operand : Inst->operands()) 47491f5b262STobias Grosser if (VectorMap.count(Operand)) 4753b11a16aSHongbin Zheng return true; 4763b11a16aSHongbin Zheng return false; 4773b11a16aSHongbin Zheng } 4783b11a16aSHongbin Zheng 4793b11a16aSHongbin Zheng bool VectorBlockGenerator::extractScalarValues(const Instruction *Inst, 4803b11a16aSHongbin Zheng ValueMapT &VectorMap, 4813b11a16aSHongbin Zheng VectorValueMapT &ScalarMaps) { 4823b11a16aSHongbin Zheng bool HasVectorOperand = false; 4833b11a16aSHongbin Zheng int VectorWidth = getVectorWidth(); 4843b11a16aSHongbin Zheng 48591f5b262STobias Grosser for (Value *Operand : Inst->operands()) { 48691f5b262STobias Grosser ValueMapT::iterator VecOp = VectorMap.find(Operand); 4873b11a16aSHongbin Zheng 4883b11a16aSHongbin Zheng if (VecOp == VectorMap.end()) 4893b11a16aSHongbin Zheng continue; 4903b11a16aSHongbin Zheng 4913b11a16aSHongbin Zheng HasVectorOperand = true; 4923b11a16aSHongbin Zheng Value *NewVector = VecOp->second; 4933b11a16aSHongbin Zheng 4943b11a16aSHongbin Zheng for (int i = 0; i < VectorWidth; ++i) { 4953b11a16aSHongbin Zheng ValueMapT &SM = ScalarMaps[i]; 4963b11a16aSHongbin Zheng 4973b11a16aSHongbin Zheng // If there is one scalar extracted, all scalar elements should have 4983b11a16aSHongbin Zheng // already been extracted by the code here. So no need to check for the 4993b11a16aSHongbin Zheng // existance of all of them. 50091f5b262STobias Grosser if (SM.count(Operand)) 5013b11a16aSHongbin Zheng break; 5023b11a16aSHongbin Zheng 50391f5b262STobias Grosser SM[Operand] = 50491f5b262STobias Grosser Builder.CreateExtractElement(NewVector, Builder.getInt32(i)); 5053b11a16aSHongbin Zheng } 5063b11a16aSHongbin Zheng } 5073b11a16aSHongbin Zheng 5083b11a16aSHongbin Zheng return HasVectorOperand; 5093b11a16aSHongbin Zheng } 5103b11a16aSHongbin Zheng 5113b11a16aSHongbin Zheng void VectorBlockGenerator::copyInstScalarized(const Instruction *Inst, 5123b11a16aSHongbin Zheng ValueMapT &VectorMap, 5133b11a16aSHongbin Zheng VectorValueMapT &ScalarMaps) { 5143b11a16aSHongbin Zheng bool HasVectorOperand; 5153b11a16aSHongbin Zheng int VectorWidth = getVectorWidth(); 5163b11a16aSHongbin Zheng 5173b11a16aSHongbin Zheng HasVectorOperand = extractScalarValues(Inst, VectorMap, ScalarMaps); 5183b11a16aSHongbin Zheng 5193b11a16aSHongbin Zheng for (int VectorLane = 0; VectorLane < getVectorWidth(); VectorLane++) 520731685e6SJohannes Doerfert BlockGenerator::copyInstruction(Inst, ScalarMaps[VectorLane], 521731685e6SJohannes Doerfert GlobalMaps[VectorLane], VLTS[VectorLane]); 5223b11a16aSHongbin Zheng 5233b11a16aSHongbin Zheng if (!VectorType::isValidElementType(Inst->getType()) || !HasVectorOperand) 5243b11a16aSHongbin Zheng return; 5253b11a16aSHongbin Zheng 5263b11a16aSHongbin Zheng // Make the result available as vector value. 5273b11a16aSHongbin Zheng VectorType *VectorType = VectorType::get(Inst->getType(), VectorWidth); 5283b11a16aSHongbin Zheng Value *Vector = UndefValue::get(VectorType); 5293b11a16aSHongbin Zheng 5303b11a16aSHongbin Zheng for (int i = 0; i < VectorWidth; i++) 5313b11a16aSHongbin Zheng Vector = Builder.CreateInsertElement(Vector, ScalarMaps[i][Inst], 5323b11a16aSHongbin Zheng Builder.getInt32(i)); 5333b11a16aSHongbin Zheng 5343b11a16aSHongbin Zheng VectorMap[Inst] = Vector; 5353b11a16aSHongbin Zheng } 5363b11a16aSHongbin Zheng 537c14582f2STobias Grosser int VectorBlockGenerator::getVectorWidth() { return GlobalMaps.size(); } 5383b11a16aSHongbin Zheng 5393b11a16aSHongbin Zheng void VectorBlockGenerator::copyInstruction(const Instruction *Inst, 5403b11a16aSHongbin Zheng ValueMapT &VectorMap, 5413b11a16aSHongbin Zheng VectorValueMapT &ScalarMaps) { 5423b11a16aSHongbin Zheng // Terminator instructions control the control flow. They are explicitly 5433b11a16aSHongbin Zheng // expressed in the clast and do not need to be copied. 5443b11a16aSHongbin Zheng if (Inst->isTerminator()) 5453b11a16aSHongbin Zheng return; 5463b11a16aSHongbin Zheng 547f557987bSChandler Carruth if (canSynthesize(Inst, &P->getAnalysis<LoopInfoWrapperPass>().getLoopInfo(), 548f557987bSChandler Carruth &SE, &Statement.getParent()->getRegion())) 549e71c6ab5STobias Grosser return; 550e71c6ab5STobias Grosser 5513b11a16aSHongbin Zheng if (const LoadInst *Load = dyn_cast<LoadInst>(Inst)) { 5523b11a16aSHongbin Zheng generateLoad(Load, VectorMap, ScalarMaps); 5533b11a16aSHongbin Zheng return; 5543b11a16aSHongbin Zheng } 5553b11a16aSHongbin Zheng 5563b11a16aSHongbin Zheng if (hasVectorOperands(Inst, VectorMap)) { 5573b11a16aSHongbin Zheng if (const StoreInst *Store = dyn_cast<StoreInst>(Inst)) { 5583b11a16aSHongbin Zheng copyStore(Store, VectorMap, ScalarMaps); 5593b11a16aSHongbin Zheng return; 5603b11a16aSHongbin Zheng } 5613b11a16aSHongbin Zheng 5623b11a16aSHongbin Zheng if (const UnaryInstruction *Unary = dyn_cast<UnaryInstruction>(Inst)) { 5633b11a16aSHongbin Zheng copyUnaryInst(Unary, VectorMap, ScalarMaps); 5643b11a16aSHongbin Zheng return; 5653b11a16aSHongbin Zheng } 5663b11a16aSHongbin Zheng 5673b11a16aSHongbin Zheng if (const BinaryOperator *Binary = dyn_cast<BinaryOperator>(Inst)) { 5683b11a16aSHongbin Zheng copyBinaryInst(Binary, VectorMap, ScalarMaps); 5693b11a16aSHongbin Zheng return; 5703b11a16aSHongbin Zheng } 5713b11a16aSHongbin Zheng 5723b11a16aSHongbin Zheng // Falltrough: We generate scalar instructions, if we don't know how to 5733b11a16aSHongbin Zheng // generate vector code. 5743b11a16aSHongbin Zheng } 5753b11a16aSHongbin Zheng 5763b11a16aSHongbin Zheng copyInstScalarized(Inst, VectorMap, ScalarMaps); 5773b11a16aSHongbin Zheng } 5783b11a16aSHongbin Zheng 5793b11a16aSHongbin Zheng void VectorBlockGenerator::copyBB() { 580*5ec3333dSChandler Carruth auto *DTWP = P->getAnalysisIfAvailable<DominatorTreeWrapperPass>(); 581*5ec3333dSChandler Carruth auto *DT = DTWP ? &DTWP->getDomTree() : nullptr; 582*5ec3333dSChandler Carruth auto *LIWP = P->getAnalysisIfAvailable<LoopInfoWrapperPass>(); 583*5ec3333dSChandler Carruth auto *LI = LIWP ? &LIWP->getLoopInfo() : nullptr;; 584*5ec3333dSChandler Carruth 5853b11a16aSHongbin Zheng BasicBlock *BB = Statement.getBasicBlock(); 586c14582f2STobias Grosser BasicBlock *CopyBB = 587*5ec3333dSChandler Carruth SplitBlock(Builder.GetInsertBlock(), Builder.GetInsertPoint(), DT, LI); 5883b11a16aSHongbin Zheng CopyBB->setName("polly.stmt." + BB->getName()); 5893b11a16aSHongbin Zheng Builder.SetInsertPoint(CopyBB->begin()); 5903b11a16aSHongbin Zheng 5913b11a16aSHongbin Zheng // Create two maps that store the mapping from the original instructions of 5923b11a16aSHongbin Zheng // the old basic block to their copies in the new basic block. Those maps 5933b11a16aSHongbin Zheng // are basic block local. 5943b11a16aSHongbin Zheng // 5953b11a16aSHongbin Zheng // As vector code generation is supported there is one map for scalar values 5963b11a16aSHongbin Zheng // and one for vector values. 5973b11a16aSHongbin Zheng // 5983b11a16aSHongbin Zheng // In case we just do scalar code generation, the vectorMap is not used and 5993b11a16aSHongbin Zheng // the scalarMap has just one dimension, which contains the mapping. 6003b11a16aSHongbin Zheng // 6013b11a16aSHongbin Zheng // In case vector code generation is done, an instruction may either appear 6023b11a16aSHongbin Zheng // in the vector map once (as it is calculating >vectorwidth< values at a 6033b11a16aSHongbin Zheng // time. Or (if the values are calculated using scalar operations), it 6043b11a16aSHongbin Zheng // appears once in every dimension of the scalarMap. 6053b11a16aSHongbin Zheng VectorValueMapT ScalarBlockMap(getVectorWidth()); 6063b11a16aSHongbin Zheng ValueMapT VectorBlockMap; 6073b11a16aSHongbin Zheng 60891f5b262STobias Grosser for (Instruction &Inst : *BB) 60991f5b262STobias Grosser copyInstruction(&Inst, VectorBlockMap, ScalarBlockMap); 6103b11a16aSHongbin Zheng } 611