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 559e3a5db0SJohannes Doerfert bool polly::isIgnoredIntrinsic(const Value *V) { 569e3a5db0SJohannes Doerfert if (auto *IT = dyn_cast<IntrinsicInst>(V)) { 579e3a5db0SJohannes Doerfert switch (IT->getIntrinsicID()) { 589e3a5db0SJohannes Doerfert // Lifetime markers are supported/ignored. 599e3a5db0SJohannes Doerfert case llvm::Intrinsic::lifetime_start: 609e3a5db0SJohannes Doerfert case llvm::Intrinsic::lifetime_end: 619e3a5db0SJohannes Doerfert // Invariant markers are supported/ignored. 629e3a5db0SJohannes Doerfert case llvm::Intrinsic::invariant_start: 639e3a5db0SJohannes Doerfert case llvm::Intrinsic::invariant_end: 649e3a5db0SJohannes Doerfert // Some misc annotations are supported/ignored. 659e3a5db0SJohannes Doerfert case llvm::Intrinsic::var_annotation: 669e3a5db0SJohannes Doerfert case llvm::Intrinsic::ptr_annotation: 679e3a5db0SJohannes Doerfert case llvm::Intrinsic::annotation: 689e3a5db0SJohannes Doerfert case llvm::Intrinsic::donothing: 699e3a5db0SJohannes Doerfert case llvm::Intrinsic::assume: 709e3a5db0SJohannes Doerfert case llvm::Intrinsic::expect: 719e3a5db0SJohannes Doerfert return true; 729e3a5db0SJohannes Doerfert default: 739e3a5db0SJohannes Doerfert break; 749e3a5db0SJohannes Doerfert } 759e3a5db0SJohannes Doerfert } 769e3a5db0SJohannes Doerfert return false; 779e3a5db0SJohannes Doerfert } 789e3a5db0SJohannes Doerfert 79*b4f08eb6SJohannes Doerfert BlockGenerator::BlockGenerator(PollyIRBuilder &B, LoopInfo &LI, 80*b4f08eb6SJohannes Doerfert ScalarEvolution &SE, DominatorTree &DT, 81*b4f08eb6SJohannes Doerfert IslExprBuilder *ExprBuilder) 82*b4f08eb6SJohannes Doerfert : Builder(B), LI(LI), SE(SE), ExprBuilder(ExprBuilder), DT(DT) {} 83e71c6ab5STobias Grosser 84be9c9117SJohannes Doerfert Value *BlockGenerator::getNewValue(ScopStmt &Stmt, const Value *Old, 85be9c9117SJohannes Doerfert ValueMapT &BBMap, ValueMapT &GlobalMap, 86be9c9117SJohannes Doerfert LoopToScevMapT <S, Loop *L) const { 873b11a16aSHongbin Zheng // We assume constants never change. 883b11a16aSHongbin Zheng // This avoids map lookups for many calls to this function. 893b11a16aSHongbin Zheng if (isa<Constant>(Old)) 903b11a16aSHongbin Zheng return const_cast<Value *>(Old); 913b11a16aSHongbin Zheng 92fe11e287SHongbin Zheng if (Value *New = GlobalMap.lookup(Old)) { 93c14582f2STobias Grosser if (Old->getType()->getScalarSizeInBits() < 94c14582f2STobias Grosser New->getType()->getScalarSizeInBits()) 953b11a16aSHongbin Zheng New = Builder.CreateTruncOrBitCast(New, Old->getType()); 963b11a16aSHongbin Zheng 973b11a16aSHongbin Zheng return New; 983b11a16aSHongbin Zheng } 993b11a16aSHongbin Zheng 100fe11e287SHongbin Zheng if (Value *New = BBMap.lookup(Old)) 101fe11e287SHongbin Zheng return New; 1023b11a16aSHongbin Zheng 103683b8e44STobias Grosser if (SE.isSCEVable(Old->getType())) 104369430ffSTobias Grosser if (const SCEV *Scev = SE.getSCEVAtScope(const_cast<Value *>(Old), L)) { 105e71c6ab5STobias Grosser if (!isa<SCEVCouldNotCompute>(Scev)) { 106637b23dcSSebastian Pop const SCEV *NewScev = apply(Scev, LTS, SE); 107637b23dcSSebastian Pop ValueToValueMap VTV; 108637b23dcSSebastian Pop VTV.insert(BBMap.begin(), BBMap.end()); 109637b23dcSSebastian Pop VTV.insert(GlobalMap.begin(), GlobalMap.end()); 11047d4ee3eSSebastian Pop NewScev = SCEVParameterRewriter::rewrite(NewScev, SE, VTV); 111e71c6ab5STobias Grosser SCEVExpander Expander(SE, "polly"); 112e71c6ab5STobias Grosser Value *Expanded = Expander.expandCodeFor(NewScev, Old->getType(), 113e71c6ab5STobias Grosser Builder.GetInsertPoint()); 114e71c6ab5STobias Grosser 115e71c6ab5STobias Grosser BBMap[Old] = Expanded; 116e71c6ab5STobias Grosser return Expanded; 117e71c6ab5STobias Grosser } 118369430ffSTobias Grosser } 119e71c6ab5STobias Grosser 12016371acdSTobias Grosser // A scop-constant value defined by a global or a function parameter. 12116371acdSTobias Grosser if (isa<GlobalValue>(Old) || isa<Argument>(Old)) 12216371acdSTobias Grosser return const_cast<Value *>(Old); 12316371acdSTobias Grosser 12416371acdSTobias Grosser // A scop-constant value defined by an instruction executed outside the scop. 12516371acdSTobias Grosser if (const Instruction *Inst = dyn_cast<Instruction>(Old)) 126be9c9117SJohannes Doerfert if (!Stmt.getParent()->getRegion().contains(Inst->getParent())) 12716371acdSTobias Grosser return const_cast<Value *>(Old); 12816371acdSTobias Grosser 12916371acdSTobias Grosser // The scalar dependence is neither available nor SCEVCodegenable. 1305b463ceaSHongbin Zheng llvm_unreachable("Unexpected scalar dependence in region!"); 1315a56cbf4STobias Grosser return nullptr; 1323b11a16aSHongbin Zheng } 1333b11a16aSHongbin Zheng 134be9c9117SJohannes Doerfert void BlockGenerator::copyInstScalar(ScopStmt &Stmt, const Instruction *Inst, 135be9c9117SJohannes Doerfert ValueMapT &BBMap, ValueMapT &GlobalMap, 136be9c9117SJohannes Doerfert LoopToScevMapT <S) { 137030237d0STobias Grosser // We do not generate debug intrinsics as we did not investigate how to 138030237d0STobias Grosser // copy them correctly. At the current state, they just crash the code 139030237d0STobias Grosser // generation as the meta-data operands are not correctly copied. 140030237d0STobias Grosser if (isa<DbgInfoIntrinsic>(Inst)) 141030237d0STobias Grosser return; 142030237d0STobias Grosser 1433b11a16aSHongbin Zheng Instruction *NewInst = Inst->clone(); 1443b11a16aSHongbin Zheng 1453b11a16aSHongbin Zheng // Replace old operands with the new ones. 14691f5b262STobias Grosser for (Value *OldOperand : Inst->operands()) { 147be9c9117SJohannes Doerfert Value *NewOperand = getNewValue(Stmt, OldOperand, BBMap, GlobalMap, LTS, 148be9c9117SJohannes Doerfert getLoopForInst(Inst)); 1493b11a16aSHongbin Zheng 1503b11a16aSHongbin Zheng if (!NewOperand) { 151c14582f2STobias Grosser assert(!isa<StoreInst>(NewInst) && 152c14582f2STobias Grosser "Store instructions are always needed!"); 1533b11a16aSHongbin Zheng delete NewInst; 1543b11a16aSHongbin Zheng return; 1553b11a16aSHongbin Zheng } 1563b11a16aSHongbin Zheng 1573b11a16aSHongbin Zheng NewInst->replaceUsesOfWith(OldOperand, NewOperand); 1583b11a16aSHongbin Zheng } 1593b11a16aSHongbin Zheng 1603b11a16aSHongbin Zheng Builder.Insert(NewInst); 1613b11a16aSHongbin Zheng BBMap[Inst] = NewInst; 1623b11a16aSHongbin Zheng 1633b11a16aSHongbin Zheng if (!NewInst->getType()->isVoidTy()) 1643b11a16aSHongbin Zheng NewInst->setName("p_" + Inst->getName()); 1653b11a16aSHongbin Zheng } 1663b11a16aSHongbin Zheng 167be9c9117SJohannes Doerfert Value *BlockGenerator::getNewAccessOperand(ScopStmt &Stmt, 168be9c9117SJohannes Doerfert const MemoryAccess &MA) { 169a99130f0SJohannes Doerfert isl_pw_multi_aff *PWAccRel; 170a99130f0SJohannes Doerfert isl_union_map *Schedule; 171a63b2579SJohannes Doerfert isl_ast_expr *Expr; 172be9c9117SJohannes Doerfert isl_ast_build *Build = Stmt.getAstBuild(); 1733b11a16aSHongbin Zheng 174a63b2579SJohannes Doerfert assert(ExprBuilder && Build && 175a63b2579SJohannes Doerfert "Cannot generate new value without IslExprBuilder!"); 1763b11a16aSHongbin Zheng 177a99130f0SJohannes Doerfert Schedule = isl_ast_build_get_schedule(Build); 178a99130f0SJohannes Doerfert PWAccRel = MA.applyScheduleToAccessRelation(Schedule); 1793b11a16aSHongbin Zheng 180a63b2579SJohannes Doerfert Expr = isl_ast_build_access_from_pw_multi_aff(Build, PWAccRel); 181dcb5f1dcSJohannes Doerfert Expr = isl_ast_expr_address_of(Expr); 182a63b2579SJohannes Doerfert 183a63b2579SJohannes Doerfert return ExprBuilder->create(Expr); 1843b11a16aSHongbin Zheng } 1853b11a16aSHongbin Zheng 186be9c9117SJohannes Doerfert Value *BlockGenerator::generateLocationAccessed( 187be9c9117SJohannes Doerfert ScopStmt &Stmt, const Instruction *Inst, const Value *Pointer, 188be9c9117SJohannes Doerfert ValueMapT &BBMap, ValueMapT &GlobalMap, LoopToScevMapT <S) { 189be9c9117SJohannes Doerfert const MemoryAccess &MA = Stmt.getAccessFor(Inst); 1903b11a16aSHongbin Zheng 1913b11a16aSHongbin Zheng Value *NewPointer; 192a99130f0SJohannes Doerfert if (MA.hasNewAccessRelation()) 193be9c9117SJohannes Doerfert NewPointer = getNewAccessOperand(Stmt, MA); 194a63b2579SJohannes Doerfert else 195369430ffSTobias Grosser NewPointer = 196be9c9117SJohannes Doerfert getNewValue(Stmt, Pointer, BBMap, GlobalMap, LTS, getLoopForInst(Inst)); 1973b11a16aSHongbin Zheng 1983b11a16aSHongbin Zheng return NewPointer; 1993b11a16aSHongbin Zheng } 2003b11a16aSHongbin Zheng 2014d96c8d7STobias Grosser Loop *BlockGenerator::getLoopForInst(const llvm::Instruction *Inst) { 2022ef3f4fdSJohannes Doerfert return LI.getLoopFor(Inst->getParent()); 203369430ffSTobias Grosser } 204369430ffSTobias Grosser 205be9c9117SJohannes Doerfert Value *BlockGenerator::generateScalarLoad(ScopStmt &Stmt, const LoadInst *Load, 206e602a076STobias Grosser ValueMapT &BBMap, 207e602a076STobias Grosser ValueMapT &GlobalMap, 208e602a076STobias Grosser LoopToScevMapT <S) { 2093b11a16aSHongbin Zheng const Value *Pointer = Load->getPointerOperand(); 2107242ad92STobias Grosser Value *NewPointer = 211be9c9117SJohannes Doerfert generateLocationAccessed(Stmt, Load, Pointer, BBMap, GlobalMap, LTS); 21287901453SJohannes Doerfert Value *ScalarLoad = Builder.CreateAlignedLoad( 21387901453SJohannes Doerfert NewPointer, Load->getAlignment(), Load->getName() + "_p_scalar_"); 2143b11a16aSHongbin Zheng return ScalarLoad; 2153b11a16aSHongbin Zheng } 2163b11a16aSHongbin Zheng 217be9c9117SJohannes Doerfert Value *BlockGenerator::generateScalarStore(ScopStmt &Stmt, 218be9c9117SJohannes Doerfert const StoreInst *Store, 219e602a076STobias Grosser ValueMapT &BBMap, 220e602a076STobias Grosser ValueMapT &GlobalMap, 221e602a076STobias Grosser LoopToScevMapT <S) { 2223b11a16aSHongbin Zheng const Value *Pointer = Store->getPointerOperand(); 223c14582f2STobias Grosser Value *NewPointer = 224be9c9117SJohannes Doerfert generateLocationAccessed(Stmt, Store, Pointer, BBMap, GlobalMap, LTS); 225be9c9117SJohannes Doerfert Value *ValueOperand = getNewValue(Stmt, Store->getValueOperand(), BBMap, 226be9c9117SJohannes Doerfert GlobalMap, LTS, getLoopForInst(Store)); 2273b11a16aSHongbin Zheng 22887901453SJohannes Doerfert Value *NewStore = Builder.CreateAlignedStore(ValueOperand, NewPointer, 22987901453SJohannes Doerfert Store->getAlignment()); 23087901453SJohannes Doerfert return NewStore; 2313b11a16aSHongbin Zheng } 2323b11a16aSHongbin Zheng 233be9c9117SJohannes Doerfert void BlockGenerator::copyInstruction(ScopStmt &Stmt, const Instruction *Inst, 234be9c9117SJohannes Doerfert ValueMapT &BBMap, ValueMapT &GlobalMap, 235e602a076STobias Grosser LoopToScevMapT <S) { 2363b11a16aSHongbin Zheng // Terminator instructions control the control flow. They are explicitly 2373b11a16aSHongbin Zheng // expressed in the clast and do not need to be copied. 2383b11a16aSHongbin Zheng if (Inst->isTerminator()) 2393b11a16aSHongbin Zheng return; 2403b11a16aSHongbin Zheng 2411ef52333SJohannes Doerfert if (canSynthesize(Inst, &LI, &SE, &Stmt.getParent()->getRegion())) 242e71c6ab5STobias Grosser return; 243e71c6ab5STobias Grosser 2443b11a16aSHongbin Zheng if (const LoadInst *Load = dyn_cast<LoadInst>(Inst)) { 245be9c9117SJohannes Doerfert Value *NewLoad = generateScalarLoad(Stmt, Load, BBMap, GlobalMap, LTS); 2463d94fedfSSebastian Pop // Compute NewLoad before its insertion in BBMap to make the insertion 2473d94fedfSSebastian Pop // deterministic. 248753d43f9SSebastian Pop BBMap[Load] = NewLoad; 2493b11a16aSHongbin Zheng return; 2503b11a16aSHongbin Zheng } 2513b11a16aSHongbin Zheng 2523b11a16aSHongbin Zheng if (const StoreInst *Store = dyn_cast<StoreInst>(Inst)) { 253be9c9117SJohannes Doerfert Value *NewStore = generateScalarStore(Stmt, Store, BBMap, GlobalMap, LTS); 2543d94fedfSSebastian Pop // Compute NewStore before its insertion in BBMap to make the insertion 2553d94fedfSSebastian Pop // deterministic. 256753d43f9SSebastian Pop BBMap[Store] = NewStore; 2573b11a16aSHongbin Zheng return; 2583b11a16aSHongbin Zheng } 2593b11a16aSHongbin Zheng 2603f500fa2SJohannes Doerfert // Skip some special intrinsics for which we do not adjust the semantics to 2613f500fa2SJohannes Doerfert // the new schedule. All others are handled like every other instruction. 2623f500fa2SJohannes Doerfert if (auto *IT = dyn_cast<IntrinsicInst>(Inst)) { 2633f500fa2SJohannes Doerfert switch (IT->getIntrinsicID()) { 2643f500fa2SJohannes Doerfert // Lifetime markers are ignored. 2653f500fa2SJohannes Doerfert case llvm::Intrinsic::lifetime_start: 2663f500fa2SJohannes Doerfert case llvm::Intrinsic::lifetime_end: 2673f500fa2SJohannes Doerfert // Invariant markers are ignored. 2683f500fa2SJohannes Doerfert case llvm::Intrinsic::invariant_start: 2693f500fa2SJohannes Doerfert case llvm::Intrinsic::invariant_end: 2703f500fa2SJohannes Doerfert // Some misc annotations are ignored. 2713f500fa2SJohannes Doerfert case llvm::Intrinsic::var_annotation: 2723f500fa2SJohannes Doerfert case llvm::Intrinsic::ptr_annotation: 2733f500fa2SJohannes Doerfert case llvm::Intrinsic::annotation: 2743f500fa2SJohannes Doerfert case llvm::Intrinsic::donothing: 2753f500fa2SJohannes Doerfert case llvm::Intrinsic::assume: 2763f500fa2SJohannes Doerfert case llvm::Intrinsic::expect: 2773f500fa2SJohannes Doerfert return; 2783f500fa2SJohannes Doerfert default: 2793f500fa2SJohannes Doerfert // Other intrinsics are copied. 2803f500fa2SJohannes Doerfert break; 2813f500fa2SJohannes Doerfert } 2823f500fa2SJohannes Doerfert } 2833f500fa2SJohannes Doerfert 284be9c9117SJohannes Doerfert copyInstScalar(Stmt, Inst, BBMap, GlobalMap, LTS); 2853b11a16aSHongbin Zheng } 2863b11a16aSHongbin Zheng 287be9c9117SJohannes Doerfert void BlockGenerator::copyBB(ScopStmt &Stmt, ValueMapT &GlobalMap, 288be9c9117SJohannes Doerfert LoopToScevMapT <S) { 289be9c9117SJohannes Doerfert BasicBlock *BB = Stmt.getBasicBlock(); 290c14582f2STobias Grosser BasicBlock *CopyBB = 291*b4f08eb6SJohannes Doerfert SplitBlock(Builder.GetInsertBlock(), Builder.GetInsertPoint(), &DT, &LI); 2923b11a16aSHongbin Zheng CopyBB->setName("polly.stmt." + BB->getName()); 2933b11a16aSHongbin Zheng Builder.SetInsertPoint(CopyBB->begin()); 2943b11a16aSHongbin Zheng 2953b11a16aSHongbin Zheng ValueMapT BBMap; 2963b11a16aSHongbin Zheng 29791f5b262STobias Grosser for (Instruction &Inst : *BB) 298be9c9117SJohannes Doerfert copyInstruction(Stmt, &Inst, BBMap, GlobalMap, LTS); 2993b11a16aSHongbin Zheng } 3003b11a16aSHongbin Zheng 301be9c9117SJohannes Doerfert VectorBlockGenerator::VectorBlockGenerator(BlockGenerator &BlockGen, 302be9c9117SJohannes Doerfert VectorValueMapT &GlobalMaps, 303be9c9117SJohannes Doerfert std::vector<LoopToScevMapT> &VLTS, 304be9c9117SJohannes Doerfert isl_map *Schedule) 305be9c9117SJohannes Doerfert : BlockGenerator(BlockGen), GlobalMaps(GlobalMaps), VLTS(VLTS), 306be9c9117SJohannes Doerfert Schedule(Schedule) { 3073b11a16aSHongbin Zheng assert(GlobalMaps.size() > 1 && "Only one vector lane found"); 308a00a0291SSebastian Pop assert(Schedule && "No statement domain provided"); 3093b11a16aSHongbin Zheng } 3103b11a16aSHongbin Zheng 311be9c9117SJohannes Doerfert Value *VectorBlockGenerator::getVectorValue(ScopStmt &Stmt, const Value *Old, 312e602a076STobias Grosser ValueMapT &VectorMap, 313e602a076STobias Grosser VectorValueMapT &ScalarMaps, 314e602a076STobias Grosser Loop *L) { 315fe11e287SHongbin Zheng if (Value *NewValue = VectorMap.lookup(Old)) 316fe11e287SHongbin Zheng return NewValue; 3173b11a16aSHongbin Zheng 3183b11a16aSHongbin Zheng int Width = getVectorWidth(); 3193b11a16aSHongbin Zheng 3203b11a16aSHongbin Zheng Value *Vector = UndefValue::get(VectorType::get(Old->getType(), Width)); 3213b11a16aSHongbin Zheng 3223b11a16aSHongbin Zheng for (int Lane = 0; Lane < Width; Lane++) 323c14582f2STobias Grosser Vector = Builder.CreateInsertElement( 324be9c9117SJohannes Doerfert Vector, getNewValue(Stmt, Old, ScalarMaps[Lane], GlobalMaps[Lane], 325be9c9117SJohannes Doerfert VLTS[Lane], L), 3267242ad92STobias Grosser Builder.getInt32(Lane)); 3273b11a16aSHongbin Zheng 3283b11a16aSHongbin Zheng VectorMap[Old] = Vector; 3293b11a16aSHongbin Zheng 3303b11a16aSHongbin Zheng return Vector; 3313b11a16aSHongbin Zheng } 3323b11a16aSHongbin Zheng 3333b11a16aSHongbin Zheng Type *VectorBlockGenerator::getVectorPtrTy(const Value *Val, int Width) { 3343b11a16aSHongbin Zheng PointerType *PointerTy = dyn_cast<PointerType>(Val->getType()); 3353b11a16aSHongbin Zheng assert(PointerTy && "PointerType expected"); 3363b11a16aSHongbin Zheng 3373b11a16aSHongbin Zheng Type *ScalarType = PointerTy->getElementType(); 3383b11a16aSHongbin Zheng VectorType *VectorType = VectorType::get(ScalarType, Width); 3393b11a16aSHongbin Zheng 3403b11a16aSHongbin Zheng return PointerType::getUnqual(VectorType); 3413b11a16aSHongbin Zheng } 3423b11a16aSHongbin Zheng 343be9c9117SJohannes Doerfert Value *VectorBlockGenerator::generateStrideOneLoad( 344be9c9117SJohannes Doerfert ScopStmt &Stmt, const LoadInst *Load, VectorValueMapT &ScalarMaps, 3450dd463faSTobias Grosser bool NegativeStride = false) { 3460dd463faSTobias Grosser unsigned VectorWidth = getVectorWidth(); 3473b11a16aSHongbin Zheng const Value *Pointer = Load->getPointerOperand(); 3480dd463faSTobias Grosser Type *VectorPtrType = getVectorPtrTy(Pointer, VectorWidth); 3490dd463faSTobias Grosser unsigned Offset = NegativeStride ? VectorWidth - 1 : 0; 3500dd463faSTobias Grosser 3515a56cbf4STobias Grosser Value *NewPointer = nullptr; 352be9c9117SJohannes Doerfert NewPointer = generateLocationAccessed(Stmt, Load, Pointer, ScalarMaps[Offset], 353731685e6SJohannes Doerfert GlobalMaps[Offset], VLTS[Offset]); 354c14582f2STobias Grosser Value *VectorPtr = 355c14582f2STobias Grosser Builder.CreateBitCast(NewPointer, VectorPtrType, "vector_ptr"); 356c14582f2STobias Grosser LoadInst *VecLoad = 357c14582f2STobias Grosser Builder.CreateLoad(VectorPtr, Load->getName() + "_p_vec_full"); 3583b11a16aSHongbin Zheng if (!Aligned) 3593b11a16aSHongbin Zheng VecLoad->setAlignment(8); 3603b11a16aSHongbin Zheng 3610dd463faSTobias Grosser if (NegativeStride) { 3620dd463faSTobias Grosser SmallVector<Constant *, 16> Indices; 3630dd463faSTobias Grosser for (int i = VectorWidth - 1; i >= 0; i--) 3640dd463faSTobias Grosser Indices.push_back(ConstantInt::get(Builder.getInt32Ty(), i)); 3650dd463faSTobias Grosser Constant *SV = llvm::ConstantVector::get(Indices); 3660dd463faSTobias Grosser Value *RevVecLoad = Builder.CreateShuffleVector( 3670dd463faSTobias Grosser VecLoad, VecLoad, SV, Load->getName() + "_reverse"); 3680dd463faSTobias Grosser return RevVecLoad; 3690dd463faSTobias Grosser } 3700dd463faSTobias Grosser 3713b11a16aSHongbin Zheng return VecLoad; 3723b11a16aSHongbin Zheng } 3733b11a16aSHongbin Zheng 374be9c9117SJohannes Doerfert Value *VectorBlockGenerator::generateStrideZeroLoad(ScopStmt &Stmt, 375be9c9117SJohannes Doerfert const LoadInst *Load, 3763b11a16aSHongbin Zheng ValueMapT &BBMap) { 3773b11a16aSHongbin Zheng const Value *Pointer = Load->getPointerOperand(); 3783b11a16aSHongbin Zheng Type *VectorPtrType = getVectorPtrTy(Pointer, 1); 379be9c9117SJohannes Doerfert Value *NewPointer = generateLocationAccessed(Stmt, Load, Pointer, BBMap, 380be9c9117SJohannes Doerfert GlobalMaps[0], VLTS[0]); 3813b11a16aSHongbin Zheng Value *VectorPtr = Builder.CreateBitCast(NewPointer, VectorPtrType, 3823b11a16aSHongbin Zheng Load->getName() + "_p_vec_p"); 383c14582f2STobias Grosser LoadInst *ScalarLoad = 384c14582f2STobias Grosser Builder.CreateLoad(VectorPtr, Load->getName() + "_p_splat_one"); 3853b11a16aSHongbin Zheng 3863b11a16aSHongbin Zheng if (!Aligned) 3873b11a16aSHongbin Zheng ScalarLoad->setAlignment(8); 3883b11a16aSHongbin Zheng 389c14582f2STobias Grosser Constant *SplatVector = Constant::getNullValue( 390c14582f2STobias Grosser VectorType::get(Builder.getInt32Ty(), getVectorWidth())); 3913b11a16aSHongbin Zheng 392c14582f2STobias Grosser Value *VectorLoad = Builder.CreateShuffleVector( 393c14582f2STobias Grosser ScalarLoad, ScalarLoad, SplatVector, Load->getName() + "_p_splat"); 3943b11a16aSHongbin Zheng return VectorLoad; 3953b11a16aSHongbin Zheng } 3963b11a16aSHongbin Zheng 397be9c9117SJohannes Doerfert Value *VectorBlockGenerator::generateUnknownStrideLoad( 398be9c9117SJohannes Doerfert ScopStmt &Stmt, const LoadInst *Load, VectorValueMapT &ScalarMaps) { 3993b11a16aSHongbin Zheng int VectorWidth = getVectorWidth(); 4003b11a16aSHongbin Zheng const Value *Pointer = Load->getPointerOperand(); 4013b11a16aSHongbin Zheng VectorType *VectorType = VectorType::get( 4023b11a16aSHongbin Zheng dyn_cast<PointerType>(Pointer->getType())->getElementType(), VectorWidth); 4033b11a16aSHongbin Zheng 4043b11a16aSHongbin Zheng Value *Vector = UndefValue::get(VectorType); 4053b11a16aSHongbin Zheng 4063b11a16aSHongbin Zheng for (int i = 0; i < VectorWidth; i++) { 407be9c9117SJohannes Doerfert Value *NewPointer = generateLocationAccessed( 408be9c9117SJohannes Doerfert Stmt, Load, Pointer, ScalarMaps[i], GlobalMaps[i], VLTS[i]); 409c14582f2STobias Grosser Value *ScalarLoad = 410c14582f2STobias Grosser Builder.CreateLoad(NewPointer, Load->getName() + "_p_scalar_"); 411c14582f2STobias Grosser Vector = Builder.CreateInsertElement( 412c14582f2STobias Grosser Vector, ScalarLoad, Builder.getInt32(i), Load->getName() + "_p_vec_"); 4133b11a16aSHongbin Zheng } 4143b11a16aSHongbin Zheng 4153b11a16aSHongbin Zheng return Vector; 4163b11a16aSHongbin Zheng } 4173b11a16aSHongbin Zheng 418be9c9117SJohannes Doerfert void VectorBlockGenerator::generateLoad(ScopStmt &Stmt, const LoadInst *Load, 419e602a076STobias Grosser ValueMapT &VectorMap, 420e602a076STobias Grosser VectorValueMapT &ScalarMaps) { 42168794217SHongbin Zheng if (PollyVectorizerChoice >= VECTORIZER_FIRST_NEED_GROUPED_UNROLL || 42268794217SHongbin Zheng !VectorType::isValidElementType(Load->getType())) { 4233b11a16aSHongbin Zheng for (int i = 0; i < getVectorWidth(); i++) 424c14582f2STobias Grosser ScalarMaps[i][Load] = 425be9c9117SJohannes Doerfert generateScalarLoad(Stmt, Load, ScalarMaps[i], GlobalMaps[i], VLTS[i]); 4263b11a16aSHongbin Zheng return; 4273b11a16aSHongbin Zheng } 4283b11a16aSHongbin Zheng 429be9c9117SJohannes Doerfert const MemoryAccess &Access = Stmt.getAccessFor(Load); 4303b11a16aSHongbin Zheng 43195493984STobias Grosser // Make sure we have scalar values available to access the pointer to 43295493984STobias Grosser // the data location. 43395493984STobias Grosser extractScalarValues(Load, VectorMap, ScalarMaps); 43495493984STobias Grosser 4353b11a16aSHongbin Zheng Value *NewLoad; 436a00a0291SSebastian Pop if (Access.isStrideZero(isl_map_copy(Schedule))) 437be9c9117SJohannes Doerfert NewLoad = generateStrideZeroLoad(Stmt, Load, ScalarMaps[0]); 438a00a0291SSebastian Pop else if (Access.isStrideOne(isl_map_copy(Schedule))) 439be9c9117SJohannes Doerfert NewLoad = generateStrideOneLoad(Stmt, Load, ScalarMaps); 4400dd463faSTobias Grosser else if (Access.isStrideX(isl_map_copy(Schedule), -1)) 441be9c9117SJohannes Doerfert NewLoad = generateStrideOneLoad(Stmt, Load, ScalarMaps, true); 4423b11a16aSHongbin Zheng else 443be9c9117SJohannes Doerfert NewLoad = generateUnknownStrideLoad(Stmt, Load, ScalarMaps); 4443b11a16aSHongbin Zheng 4453b11a16aSHongbin Zheng VectorMap[Load] = NewLoad; 4463b11a16aSHongbin Zheng } 4473b11a16aSHongbin Zheng 448be9c9117SJohannes Doerfert void VectorBlockGenerator::copyUnaryInst(ScopStmt &Stmt, 449be9c9117SJohannes Doerfert const UnaryInstruction *Inst, 4503b11a16aSHongbin Zheng ValueMapT &VectorMap, 4513b11a16aSHongbin Zheng VectorValueMapT &ScalarMaps) { 4523b11a16aSHongbin Zheng int VectorWidth = getVectorWidth(); 453be9c9117SJohannes Doerfert Value *NewOperand = getVectorValue(Stmt, Inst->getOperand(0), VectorMap, 454be9c9117SJohannes Doerfert ScalarMaps, getLoopForInst(Inst)); 4553b11a16aSHongbin Zheng 4563b11a16aSHongbin Zheng assert(isa<CastInst>(Inst) && "Can not generate vector code for instruction"); 4573b11a16aSHongbin Zheng 4583b11a16aSHongbin Zheng const CastInst *Cast = dyn_cast<CastInst>(Inst); 4593b11a16aSHongbin Zheng VectorType *DestType = VectorType::get(Inst->getType(), VectorWidth); 4603b11a16aSHongbin Zheng VectorMap[Inst] = Builder.CreateCast(Cast->getOpcode(), NewOperand, DestType); 4613b11a16aSHongbin Zheng } 4623b11a16aSHongbin Zheng 463be9c9117SJohannes Doerfert void VectorBlockGenerator::copyBinaryInst(ScopStmt &Stmt, 464be9c9117SJohannes Doerfert const BinaryOperator *Inst, 4653b11a16aSHongbin Zheng ValueMapT &VectorMap, 4663b11a16aSHongbin Zheng VectorValueMapT &ScalarMaps) { 467369430ffSTobias Grosser Loop *L = getLoopForInst(Inst); 4683b11a16aSHongbin Zheng Value *OpZero = Inst->getOperand(0); 4693b11a16aSHongbin Zheng Value *OpOne = Inst->getOperand(1); 4703b11a16aSHongbin Zheng 4713b11a16aSHongbin Zheng Value *NewOpZero, *NewOpOne; 472be9c9117SJohannes Doerfert NewOpZero = getVectorValue(Stmt, OpZero, VectorMap, ScalarMaps, L); 473be9c9117SJohannes Doerfert NewOpOne = getVectorValue(Stmt, OpOne, VectorMap, ScalarMaps, L); 4743b11a16aSHongbin Zheng 4751bb59b0dSTobias Grosser Value *NewInst = Builder.CreateBinOp(Inst->getOpcode(), NewOpZero, NewOpOne, 4763b11a16aSHongbin Zheng Inst->getName() + "p_vec"); 4773b11a16aSHongbin Zheng VectorMap[Inst] = NewInst; 4783b11a16aSHongbin Zheng } 4793b11a16aSHongbin Zheng 480be9c9117SJohannes Doerfert void VectorBlockGenerator::copyStore(ScopStmt &Stmt, const StoreInst *Store, 481e602a076STobias Grosser ValueMapT &VectorMap, 482e602a076STobias Grosser VectorValueMapT &ScalarMaps) { 483be9c9117SJohannes Doerfert const MemoryAccess &Access = Stmt.getAccessFor(Store); 4843b11a16aSHongbin Zheng 4853b11a16aSHongbin Zheng const Value *Pointer = Store->getPointerOperand(); 486be9c9117SJohannes Doerfert Value *Vector = getVectorValue(Stmt, Store->getValueOperand(), VectorMap, 487369430ffSTobias Grosser ScalarMaps, getLoopForInst(Store)); 4883b11a16aSHongbin Zheng 48950fd7010STobias Grosser // Make sure we have scalar values available to access the pointer to 49050fd7010STobias Grosser // the data location. 49150fd7010STobias Grosser extractScalarValues(Store, VectorMap, ScalarMaps); 49250fd7010STobias Grosser 493a00a0291SSebastian Pop if (Access.isStrideOne(isl_map_copy(Schedule))) { 4941947f863SJohannes Doerfert Type *VectorPtrType = getVectorPtrTy(Pointer, getVectorWidth()); 495be9c9117SJohannes Doerfert Value *NewPointer = generateLocationAccessed( 496be9c9117SJohannes Doerfert Stmt, Store, Pointer, ScalarMaps[0], GlobalMaps[0], VLTS[0]); 4973b11a16aSHongbin Zheng 498c14582f2STobias Grosser Value *VectorPtr = 499c14582f2STobias Grosser Builder.CreateBitCast(NewPointer, VectorPtrType, "vector_ptr"); 5003b11a16aSHongbin Zheng StoreInst *Store = Builder.CreateStore(Vector, VectorPtr); 5013b11a16aSHongbin Zheng 5023b11a16aSHongbin Zheng if (!Aligned) 5033b11a16aSHongbin Zheng Store->setAlignment(8); 5043b11a16aSHongbin Zheng } else { 5053b11a16aSHongbin Zheng for (unsigned i = 0; i < ScalarMaps.size(); i++) { 5061bb59b0dSTobias Grosser Value *Scalar = Builder.CreateExtractElement(Vector, Builder.getInt32(i)); 507731685e6SJohannes Doerfert Value *NewPointer = generateLocationAccessed( 508be9c9117SJohannes Doerfert Stmt, Store, Pointer, ScalarMaps[i], GlobalMaps[i], VLTS[i]); 5093b11a16aSHongbin Zheng Builder.CreateStore(Scalar, NewPointer); 5103b11a16aSHongbin Zheng } 5113b11a16aSHongbin Zheng } 5123b11a16aSHongbin Zheng } 5133b11a16aSHongbin Zheng 5143b11a16aSHongbin Zheng bool VectorBlockGenerator::hasVectorOperands(const Instruction *Inst, 5153b11a16aSHongbin Zheng ValueMapT &VectorMap) { 51691f5b262STobias Grosser for (Value *Operand : Inst->operands()) 51791f5b262STobias Grosser if (VectorMap.count(Operand)) 5183b11a16aSHongbin Zheng return true; 5193b11a16aSHongbin Zheng return false; 5203b11a16aSHongbin Zheng } 5213b11a16aSHongbin Zheng 5223b11a16aSHongbin Zheng bool VectorBlockGenerator::extractScalarValues(const Instruction *Inst, 5233b11a16aSHongbin Zheng ValueMapT &VectorMap, 5243b11a16aSHongbin Zheng VectorValueMapT &ScalarMaps) { 5253b11a16aSHongbin Zheng bool HasVectorOperand = false; 5263b11a16aSHongbin Zheng int VectorWidth = getVectorWidth(); 5273b11a16aSHongbin Zheng 52891f5b262STobias Grosser for (Value *Operand : Inst->operands()) { 52991f5b262STobias Grosser ValueMapT::iterator VecOp = VectorMap.find(Operand); 5303b11a16aSHongbin Zheng 5313b11a16aSHongbin Zheng if (VecOp == VectorMap.end()) 5323b11a16aSHongbin Zheng continue; 5333b11a16aSHongbin Zheng 5343b11a16aSHongbin Zheng HasVectorOperand = true; 5353b11a16aSHongbin Zheng Value *NewVector = VecOp->second; 5363b11a16aSHongbin Zheng 5373b11a16aSHongbin Zheng for (int i = 0; i < VectorWidth; ++i) { 5383b11a16aSHongbin Zheng ValueMapT &SM = ScalarMaps[i]; 5393b11a16aSHongbin Zheng 5403b11a16aSHongbin Zheng // If there is one scalar extracted, all scalar elements should have 5413b11a16aSHongbin Zheng // already been extracted by the code here. So no need to check for the 5423b11a16aSHongbin Zheng // existance of all of them. 54391f5b262STobias Grosser if (SM.count(Operand)) 5443b11a16aSHongbin Zheng break; 5453b11a16aSHongbin Zheng 54691f5b262STobias Grosser SM[Operand] = 54791f5b262STobias Grosser Builder.CreateExtractElement(NewVector, Builder.getInt32(i)); 5483b11a16aSHongbin Zheng } 5493b11a16aSHongbin Zheng } 5503b11a16aSHongbin Zheng 5513b11a16aSHongbin Zheng return HasVectorOperand; 5523b11a16aSHongbin Zheng } 5533b11a16aSHongbin Zheng 554be9c9117SJohannes Doerfert void VectorBlockGenerator::copyInstScalarized(ScopStmt &Stmt, 555be9c9117SJohannes Doerfert const Instruction *Inst, 5563b11a16aSHongbin Zheng ValueMapT &VectorMap, 5573b11a16aSHongbin Zheng VectorValueMapT &ScalarMaps) { 5583b11a16aSHongbin Zheng bool HasVectorOperand; 5593b11a16aSHongbin Zheng int VectorWidth = getVectorWidth(); 5603b11a16aSHongbin Zheng 5613b11a16aSHongbin Zheng HasVectorOperand = extractScalarValues(Inst, VectorMap, ScalarMaps); 5623b11a16aSHongbin Zheng 5633b11a16aSHongbin Zheng for (int VectorLane = 0; VectorLane < getVectorWidth(); VectorLane++) 564be9c9117SJohannes Doerfert BlockGenerator::copyInstruction(Stmt, Inst, ScalarMaps[VectorLane], 565731685e6SJohannes Doerfert GlobalMaps[VectorLane], VLTS[VectorLane]); 5663b11a16aSHongbin Zheng 5673b11a16aSHongbin Zheng if (!VectorType::isValidElementType(Inst->getType()) || !HasVectorOperand) 5683b11a16aSHongbin Zheng return; 5693b11a16aSHongbin Zheng 5703b11a16aSHongbin Zheng // Make the result available as vector value. 5713b11a16aSHongbin Zheng VectorType *VectorType = VectorType::get(Inst->getType(), VectorWidth); 5723b11a16aSHongbin Zheng Value *Vector = UndefValue::get(VectorType); 5733b11a16aSHongbin Zheng 5743b11a16aSHongbin Zheng for (int i = 0; i < VectorWidth; i++) 5753b11a16aSHongbin Zheng Vector = Builder.CreateInsertElement(Vector, ScalarMaps[i][Inst], 5763b11a16aSHongbin Zheng Builder.getInt32(i)); 5773b11a16aSHongbin Zheng 5783b11a16aSHongbin Zheng VectorMap[Inst] = Vector; 5793b11a16aSHongbin Zheng } 5803b11a16aSHongbin Zheng 581c14582f2STobias Grosser int VectorBlockGenerator::getVectorWidth() { return GlobalMaps.size(); } 5823b11a16aSHongbin Zheng 583be9c9117SJohannes Doerfert void VectorBlockGenerator::copyInstruction(ScopStmt &Stmt, 584be9c9117SJohannes Doerfert const Instruction *Inst, 5853b11a16aSHongbin Zheng ValueMapT &VectorMap, 5863b11a16aSHongbin Zheng VectorValueMapT &ScalarMaps) { 5873b11a16aSHongbin Zheng // Terminator instructions control the control flow. They are explicitly 5883b11a16aSHongbin Zheng // expressed in the clast and do not need to be copied. 5893b11a16aSHongbin Zheng if (Inst->isTerminator()) 5903b11a16aSHongbin Zheng return; 5913b11a16aSHongbin Zheng 5921ef52333SJohannes Doerfert if (canSynthesize(Inst, &LI, &SE, &Stmt.getParent()->getRegion())) 593e71c6ab5STobias Grosser return; 594e71c6ab5STobias Grosser 5953b11a16aSHongbin Zheng if (const LoadInst *Load = dyn_cast<LoadInst>(Inst)) { 596be9c9117SJohannes Doerfert generateLoad(Stmt, Load, VectorMap, ScalarMaps); 5973b11a16aSHongbin Zheng return; 5983b11a16aSHongbin Zheng } 5993b11a16aSHongbin Zheng 6003b11a16aSHongbin Zheng if (hasVectorOperands(Inst, VectorMap)) { 6013b11a16aSHongbin Zheng if (const StoreInst *Store = dyn_cast<StoreInst>(Inst)) { 602be9c9117SJohannes Doerfert copyStore(Stmt, Store, VectorMap, ScalarMaps); 6033b11a16aSHongbin Zheng return; 6043b11a16aSHongbin Zheng } 6053b11a16aSHongbin Zheng 6063b11a16aSHongbin Zheng if (const UnaryInstruction *Unary = dyn_cast<UnaryInstruction>(Inst)) { 607be9c9117SJohannes Doerfert copyUnaryInst(Stmt, Unary, VectorMap, ScalarMaps); 6083b11a16aSHongbin Zheng return; 6093b11a16aSHongbin Zheng } 6103b11a16aSHongbin Zheng 6113b11a16aSHongbin Zheng if (const BinaryOperator *Binary = dyn_cast<BinaryOperator>(Inst)) { 612be9c9117SJohannes Doerfert copyBinaryInst(Stmt, Binary, VectorMap, ScalarMaps); 6133b11a16aSHongbin Zheng return; 6143b11a16aSHongbin Zheng } 6153b11a16aSHongbin Zheng 6163b11a16aSHongbin Zheng // Falltrough: We generate scalar instructions, if we don't know how to 6173b11a16aSHongbin Zheng // generate vector code. 6183b11a16aSHongbin Zheng } 6193b11a16aSHongbin Zheng 620be9c9117SJohannes Doerfert copyInstScalarized(Stmt, Inst, VectorMap, ScalarMaps); 6213b11a16aSHongbin Zheng } 6223b11a16aSHongbin Zheng 623be9c9117SJohannes Doerfert void VectorBlockGenerator::copyBB(ScopStmt &Stmt) { 624be9c9117SJohannes Doerfert BasicBlock *BB = Stmt.getBasicBlock(); 625c14582f2STobias Grosser BasicBlock *CopyBB = 626*b4f08eb6SJohannes Doerfert SplitBlock(Builder.GetInsertBlock(), Builder.GetInsertPoint(), &DT, &LI); 6273b11a16aSHongbin Zheng CopyBB->setName("polly.stmt." + BB->getName()); 6283b11a16aSHongbin Zheng Builder.SetInsertPoint(CopyBB->begin()); 6293b11a16aSHongbin Zheng 6303b11a16aSHongbin Zheng // Create two maps that store the mapping from the original instructions of 6313b11a16aSHongbin Zheng // the old basic block to their copies in the new basic block. Those maps 6323b11a16aSHongbin Zheng // are basic block local. 6333b11a16aSHongbin Zheng // 6343b11a16aSHongbin Zheng // As vector code generation is supported there is one map for scalar values 6353b11a16aSHongbin Zheng // and one for vector values. 6363b11a16aSHongbin Zheng // 6373b11a16aSHongbin Zheng // In case we just do scalar code generation, the vectorMap is not used and 6383b11a16aSHongbin Zheng // the scalarMap has just one dimension, which contains the mapping. 6393b11a16aSHongbin Zheng // 6403b11a16aSHongbin Zheng // In case vector code generation is done, an instruction may either appear 6413b11a16aSHongbin Zheng // in the vector map once (as it is calculating >vectorwidth< values at a 6423b11a16aSHongbin Zheng // time. Or (if the values are calculated using scalar operations), it 6433b11a16aSHongbin Zheng // appears once in every dimension of the scalarMap. 6443b11a16aSHongbin Zheng VectorValueMapT ScalarBlockMap(getVectorWidth()); 6453b11a16aSHongbin Zheng ValueMapT VectorBlockMap; 6463b11a16aSHongbin Zheng 64791f5b262STobias Grosser for (Instruction &Inst : *BB) 648be9c9117SJohannes Doerfert copyInstruction(Stmt, &Inst, VectorBlockMap, ScalarBlockMap); 6493b11a16aSHongbin Zheng } 650