1 //===--- BlockGenerators.cpp - Generate code for statements -----*- C++ -*-===//
2 //
3 //                     The LLVM Compiler Infrastructure
4 //
5 // This file is distributed under the University of Illinois Open Source
6 // License. See LICENSE.TXT for details.
7 //
8 //===----------------------------------------------------------------------===//
9 //
10 // This file implements the BlockGenerator and VectorBlockGenerator classes,
11 // which generate sequential code and vectorized code for a polyhedral
12 // statement, respectively.
13 //
14 //===----------------------------------------------------------------------===//
15 
16 #include "polly/ScopInfo.h"
17 #include "isl/aff.h"
18 #include "isl/ast.h"
19 #include "isl/ast_build.h"
20 #include "isl/set.h"
21 #include "polly/CodeGen/BlockGenerators.h"
22 #include "polly/CodeGen/CodeGeneration.h"
23 #include "polly/CodeGen/IslExprBuilder.h"
24 #include "polly/Options.h"
25 #include "polly/Support/GICHelper.h"
26 #include "polly/Support/SCEVValidator.h"
27 #include "polly/Support/ScopHelper.h"
28 #include "llvm/Analysis/LoopInfo.h"
29 #include "llvm/Analysis/ScalarEvolution.h"
30 #include "llvm/Analysis/ScalarEvolutionExpander.h"
31 #include "llvm/IR/IntrinsicInst.h"
32 #include "llvm/Transforms/Utils/BasicBlockUtils.h"
33 
34 using namespace llvm;
35 using namespace polly;
36 
37 static cl::opt<bool> Aligned("enable-polly-aligned",
38                              cl::desc("Assumed aligned memory accesses."),
39                              cl::Hidden, cl::init(false), cl::ZeroOrMore,
40                              cl::cat(PollyCategory));
41 
42 bool polly::canSynthesize(const Instruction *I, const llvm::LoopInfo *LI,
43                           ScalarEvolution *SE, const Region *R) {
44   if (!I || !SE->isSCEVable(I->getType()))
45     return false;
46 
47   if (const SCEV *Scev = SE->getSCEV(const_cast<Instruction *>(I)))
48     if (!isa<SCEVCouldNotCompute>(Scev))
49       if (!hasScalarDepsInsideRegion(Scev, R))
50         return true;
51 
52   return false;
53 }
54 
55 bool polly::isIgnoredIntrinsic(const Value *V) {
56   if (auto *IT = dyn_cast<IntrinsicInst>(V)) {
57     switch (IT->getIntrinsicID()) {
58     // Lifetime markers are supported/ignored.
59     case llvm::Intrinsic::lifetime_start:
60     case llvm::Intrinsic::lifetime_end:
61     // Invariant markers are supported/ignored.
62     case llvm::Intrinsic::invariant_start:
63     case llvm::Intrinsic::invariant_end:
64     // Some misc annotations are supported/ignored.
65     case llvm::Intrinsic::var_annotation:
66     case llvm::Intrinsic::ptr_annotation:
67     case llvm::Intrinsic::annotation:
68     case llvm::Intrinsic::donothing:
69     case llvm::Intrinsic::assume:
70     case llvm::Intrinsic::expect:
71       return true;
72     default:
73       break;
74     }
75   }
76   return false;
77 }
78 
79 BlockGenerator::BlockGenerator(PollyIRBuilder &B, LoopInfo &LI,
80                                ScalarEvolution &SE, DominatorTree &DT,
81                                IslExprBuilder *ExprBuilder)
82     : Builder(B), LI(LI), SE(SE), ExprBuilder(ExprBuilder), DT(DT) {}
83 
84 Value *BlockGenerator::getNewValue(ScopStmt &Stmt, const Value *Old,
85                                    ValueMapT &BBMap, ValueMapT &GlobalMap,
86                                    LoopToScevMapT &LTS, Loop *L) const {
87   // We assume constants never change.
88   // This avoids map lookups for many calls to this function.
89   if (isa<Constant>(Old))
90     return const_cast<Value *>(Old);
91 
92   if (Value *New = GlobalMap.lookup(Old)) {
93     if (Old->getType()->getScalarSizeInBits() <
94         New->getType()->getScalarSizeInBits())
95       New = Builder.CreateTruncOrBitCast(New, Old->getType());
96 
97     return New;
98   }
99 
100   if (Value *New = BBMap.lookup(Old))
101     return New;
102 
103   if (SE.isSCEVable(Old->getType()))
104     if (const SCEV *Scev = SE.getSCEVAtScope(const_cast<Value *>(Old), L)) {
105       if (!isa<SCEVCouldNotCompute>(Scev)) {
106         const SCEV *NewScev = apply(Scev, LTS, SE);
107         ValueToValueMap VTV;
108         VTV.insert(BBMap.begin(), BBMap.end());
109         VTV.insert(GlobalMap.begin(), GlobalMap.end());
110         NewScev = SCEVParameterRewriter::rewrite(NewScev, SE, VTV);
111         SCEVExpander Expander(SE, "polly");
112         Value *Expanded = Expander.expandCodeFor(NewScev, Old->getType(),
113                                                  Builder.GetInsertPoint());
114 
115         BBMap[Old] = Expanded;
116         return Expanded;
117       }
118     }
119 
120   // A scop-constant value defined by a global or a function parameter.
121   if (isa<GlobalValue>(Old) || isa<Argument>(Old))
122     return const_cast<Value *>(Old);
123 
124   // A scop-constant value defined by an instruction executed outside the scop.
125   if (const Instruction *Inst = dyn_cast<Instruction>(Old))
126     if (!Stmt.getParent()->getRegion().contains(Inst->getParent()))
127       return const_cast<Value *>(Old);
128 
129   // The scalar dependence is neither available nor SCEVCodegenable.
130   llvm_unreachable("Unexpected scalar dependence in region!");
131   return nullptr;
132 }
133 
134 void BlockGenerator::copyInstScalar(ScopStmt &Stmt, const Instruction *Inst,
135                                     ValueMapT &BBMap, ValueMapT &GlobalMap,
136                                     LoopToScevMapT &LTS) {
137   // We do not generate debug intrinsics as we did not investigate how to
138   // copy them correctly. At the current state, they just crash the code
139   // generation as the meta-data operands are not correctly copied.
140   if (isa<DbgInfoIntrinsic>(Inst))
141     return;
142 
143   Instruction *NewInst = Inst->clone();
144 
145   // Replace old operands with the new ones.
146   for (Value *OldOperand : Inst->operands()) {
147     Value *NewOperand = getNewValue(Stmt, OldOperand, BBMap, GlobalMap, LTS,
148                                     getLoopForInst(Inst));
149 
150     if (!NewOperand) {
151       assert(!isa<StoreInst>(NewInst) &&
152              "Store instructions are always needed!");
153       delete NewInst;
154       return;
155     }
156 
157     NewInst->replaceUsesOfWith(OldOperand, NewOperand);
158   }
159 
160   Builder.Insert(NewInst);
161   BBMap[Inst] = NewInst;
162 
163   if (!NewInst->getType()->isVoidTy())
164     NewInst->setName("p_" + Inst->getName());
165 }
166 
167 Value *BlockGenerator::getNewAccessOperand(ScopStmt &Stmt,
168                                            const MemoryAccess &MA) {
169   isl_pw_multi_aff *PWAccRel;
170   isl_union_map *Schedule;
171   isl_ast_expr *Expr;
172   isl_ast_build *Build = Stmt.getAstBuild();
173 
174   assert(ExprBuilder && Build &&
175          "Cannot generate new value without IslExprBuilder!");
176 
177   Schedule = isl_ast_build_get_schedule(Build);
178   PWAccRel = MA.applyScheduleToAccessRelation(Schedule);
179 
180   Expr = isl_ast_build_access_from_pw_multi_aff(Build, PWAccRel);
181   Expr = isl_ast_expr_address_of(Expr);
182 
183   return ExprBuilder->create(Expr);
184 }
185 
186 Value *BlockGenerator::generateLocationAccessed(
187     ScopStmt &Stmt, const Instruction *Inst, const Value *Pointer,
188     ValueMapT &BBMap, ValueMapT &GlobalMap, LoopToScevMapT &LTS) {
189   const MemoryAccess &MA = Stmt.getAccessFor(Inst);
190 
191   Value *NewPointer;
192   if (MA.hasNewAccessRelation())
193     NewPointer = getNewAccessOperand(Stmt, MA);
194   else
195     NewPointer =
196         getNewValue(Stmt, Pointer, BBMap, GlobalMap, LTS, getLoopForInst(Inst));
197 
198   return NewPointer;
199 }
200 
201 Loop *BlockGenerator::getLoopForInst(const llvm::Instruction *Inst) {
202   return LI.getLoopFor(Inst->getParent());
203 }
204 
205 Value *BlockGenerator::generateScalarLoad(ScopStmt &Stmt, const LoadInst *Load,
206                                           ValueMapT &BBMap,
207                                           ValueMapT &GlobalMap,
208                                           LoopToScevMapT &LTS) {
209   const Value *Pointer = Load->getPointerOperand();
210   Value *NewPointer =
211       generateLocationAccessed(Stmt, Load, Pointer, BBMap, GlobalMap, LTS);
212   Value *ScalarLoad = Builder.CreateAlignedLoad(
213       NewPointer, Load->getAlignment(), Load->getName() + "_p_scalar_");
214   return ScalarLoad;
215 }
216 
217 Value *BlockGenerator::generateScalarStore(ScopStmt &Stmt,
218                                            const StoreInst *Store,
219                                            ValueMapT &BBMap,
220                                            ValueMapT &GlobalMap,
221                                            LoopToScevMapT &LTS) {
222   const Value *Pointer = Store->getPointerOperand();
223   Value *NewPointer =
224       generateLocationAccessed(Stmt, Store, Pointer, BBMap, GlobalMap, LTS);
225   Value *ValueOperand = getNewValue(Stmt, Store->getValueOperand(), BBMap,
226                                     GlobalMap, LTS, getLoopForInst(Store));
227 
228   Value *NewStore = Builder.CreateAlignedStore(ValueOperand, NewPointer,
229                                                Store->getAlignment());
230   return NewStore;
231 }
232 
233 void BlockGenerator::copyInstruction(ScopStmt &Stmt, const Instruction *Inst,
234                                      ValueMapT &BBMap, ValueMapT &GlobalMap,
235                                      LoopToScevMapT &LTS) {
236   // Terminator instructions control the control flow. They are explicitly
237   // expressed in the clast and do not need to be copied.
238   if (Inst->isTerminator())
239     return;
240 
241   if (canSynthesize(Inst, &LI, &SE, &Stmt.getParent()->getRegion()))
242     return;
243 
244   if (const LoadInst *Load = dyn_cast<LoadInst>(Inst)) {
245     Value *NewLoad = generateScalarLoad(Stmt, Load, BBMap, GlobalMap, LTS);
246     // Compute NewLoad before its insertion in BBMap to make the insertion
247     // deterministic.
248     BBMap[Load] = NewLoad;
249     return;
250   }
251 
252   if (const StoreInst *Store = dyn_cast<StoreInst>(Inst)) {
253     Value *NewStore = generateScalarStore(Stmt, Store, BBMap, GlobalMap, LTS);
254     // Compute NewStore before its insertion in BBMap to make the insertion
255     // deterministic.
256     BBMap[Store] = NewStore;
257     return;
258   }
259 
260   // Skip some special intrinsics for which we do not adjust the semantics to
261   // the new schedule. All others are handled like every other instruction.
262   if (auto *IT = dyn_cast<IntrinsicInst>(Inst)) {
263     switch (IT->getIntrinsicID()) {
264     // Lifetime markers are ignored.
265     case llvm::Intrinsic::lifetime_start:
266     case llvm::Intrinsic::lifetime_end:
267     // Invariant markers are ignored.
268     case llvm::Intrinsic::invariant_start:
269     case llvm::Intrinsic::invariant_end:
270     // Some misc annotations are ignored.
271     case llvm::Intrinsic::var_annotation:
272     case llvm::Intrinsic::ptr_annotation:
273     case llvm::Intrinsic::annotation:
274     case llvm::Intrinsic::donothing:
275     case llvm::Intrinsic::assume:
276     case llvm::Intrinsic::expect:
277       return;
278     default:
279       // Other intrinsics are copied.
280       break;
281     }
282   }
283 
284   copyInstScalar(Stmt, Inst, BBMap, GlobalMap, LTS);
285 }
286 
287 void BlockGenerator::copyBB(ScopStmt &Stmt, ValueMapT &GlobalMap,
288                             LoopToScevMapT &LTS) {
289   BasicBlock *BB = Stmt.getBasicBlock();
290   BasicBlock *CopyBB =
291       SplitBlock(Builder.GetInsertBlock(), Builder.GetInsertPoint(), &DT, &LI);
292   CopyBB->setName("polly.stmt." + BB->getName());
293   Builder.SetInsertPoint(CopyBB->begin());
294 
295   ValueMapT BBMap;
296 
297   for (Instruction &Inst : *BB)
298     copyInstruction(Stmt, &Inst, BBMap, GlobalMap, LTS);
299 }
300 
301 VectorBlockGenerator::VectorBlockGenerator(BlockGenerator &BlockGen,
302                                            VectorValueMapT &GlobalMaps,
303                                            std::vector<LoopToScevMapT> &VLTS,
304                                            isl_map *Schedule)
305     : BlockGenerator(BlockGen), GlobalMaps(GlobalMaps), VLTS(VLTS),
306       Schedule(Schedule) {
307   assert(GlobalMaps.size() > 1 && "Only one vector lane found");
308   assert(Schedule && "No statement domain provided");
309 }
310 
311 Value *VectorBlockGenerator::getVectorValue(ScopStmt &Stmt, const Value *Old,
312                                             ValueMapT &VectorMap,
313                                             VectorValueMapT &ScalarMaps,
314                                             Loop *L) {
315   if (Value *NewValue = VectorMap.lookup(Old))
316     return NewValue;
317 
318   int Width = getVectorWidth();
319 
320   Value *Vector = UndefValue::get(VectorType::get(Old->getType(), Width));
321 
322   for (int Lane = 0; Lane < Width; Lane++)
323     Vector = Builder.CreateInsertElement(
324         Vector, getNewValue(Stmt, Old, ScalarMaps[Lane], GlobalMaps[Lane],
325                             VLTS[Lane], L),
326         Builder.getInt32(Lane));
327 
328   VectorMap[Old] = Vector;
329 
330   return Vector;
331 }
332 
333 Type *VectorBlockGenerator::getVectorPtrTy(const Value *Val, int Width) {
334   PointerType *PointerTy = dyn_cast<PointerType>(Val->getType());
335   assert(PointerTy && "PointerType expected");
336 
337   Type *ScalarType = PointerTy->getElementType();
338   VectorType *VectorType = VectorType::get(ScalarType, Width);
339 
340   return PointerType::getUnqual(VectorType);
341 }
342 
343 Value *VectorBlockGenerator::generateStrideOneLoad(
344     ScopStmt &Stmt, const LoadInst *Load, VectorValueMapT &ScalarMaps,
345     bool NegativeStride = false) {
346   unsigned VectorWidth = getVectorWidth();
347   const Value *Pointer = Load->getPointerOperand();
348   Type *VectorPtrType = getVectorPtrTy(Pointer, VectorWidth);
349   unsigned Offset = NegativeStride ? VectorWidth - 1 : 0;
350 
351   Value *NewPointer = nullptr;
352   NewPointer = generateLocationAccessed(Stmt, Load, Pointer, ScalarMaps[Offset],
353                                         GlobalMaps[Offset], VLTS[Offset]);
354   Value *VectorPtr =
355       Builder.CreateBitCast(NewPointer, VectorPtrType, "vector_ptr");
356   LoadInst *VecLoad =
357       Builder.CreateLoad(VectorPtr, Load->getName() + "_p_vec_full");
358   if (!Aligned)
359     VecLoad->setAlignment(8);
360 
361   if (NegativeStride) {
362     SmallVector<Constant *, 16> Indices;
363     for (int i = VectorWidth - 1; i >= 0; i--)
364       Indices.push_back(ConstantInt::get(Builder.getInt32Ty(), i));
365     Constant *SV = llvm::ConstantVector::get(Indices);
366     Value *RevVecLoad = Builder.CreateShuffleVector(
367         VecLoad, VecLoad, SV, Load->getName() + "_reverse");
368     return RevVecLoad;
369   }
370 
371   return VecLoad;
372 }
373 
374 Value *VectorBlockGenerator::generateStrideZeroLoad(ScopStmt &Stmt,
375                                                     const LoadInst *Load,
376                                                     ValueMapT &BBMap) {
377   const Value *Pointer = Load->getPointerOperand();
378   Type *VectorPtrType = getVectorPtrTy(Pointer, 1);
379   Value *NewPointer = generateLocationAccessed(Stmt, Load, Pointer, BBMap,
380                                                GlobalMaps[0], VLTS[0]);
381   Value *VectorPtr = Builder.CreateBitCast(NewPointer, VectorPtrType,
382                                            Load->getName() + "_p_vec_p");
383   LoadInst *ScalarLoad =
384       Builder.CreateLoad(VectorPtr, Load->getName() + "_p_splat_one");
385 
386   if (!Aligned)
387     ScalarLoad->setAlignment(8);
388 
389   Constant *SplatVector = Constant::getNullValue(
390       VectorType::get(Builder.getInt32Ty(), getVectorWidth()));
391 
392   Value *VectorLoad = Builder.CreateShuffleVector(
393       ScalarLoad, ScalarLoad, SplatVector, Load->getName() + "_p_splat");
394   return VectorLoad;
395 }
396 
397 Value *VectorBlockGenerator::generateUnknownStrideLoad(
398     ScopStmt &Stmt, const LoadInst *Load, VectorValueMapT &ScalarMaps) {
399   int VectorWidth = getVectorWidth();
400   const Value *Pointer = Load->getPointerOperand();
401   VectorType *VectorType = VectorType::get(
402       dyn_cast<PointerType>(Pointer->getType())->getElementType(), VectorWidth);
403 
404   Value *Vector = UndefValue::get(VectorType);
405 
406   for (int i = 0; i < VectorWidth; i++) {
407     Value *NewPointer = generateLocationAccessed(
408         Stmt, Load, Pointer, ScalarMaps[i], GlobalMaps[i], VLTS[i]);
409     Value *ScalarLoad =
410         Builder.CreateLoad(NewPointer, Load->getName() + "_p_scalar_");
411     Vector = Builder.CreateInsertElement(
412         Vector, ScalarLoad, Builder.getInt32(i), Load->getName() + "_p_vec_");
413   }
414 
415   return Vector;
416 }
417 
418 void VectorBlockGenerator::generateLoad(ScopStmt &Stmt, const LoadInst *Load,
419                                         ValueMapT &VectorMap,
420                                         VectorValueMapT &ScalarMaps) {
421   if (PollyVectorizerChoice >= VECTORIZER_FIRST_NEED_GROUPED_UNROLL ||
422       !VectorType::isValidElementType(Load->getType())) {
423     for (int i = 0; i < getVectorWidth(); i++)
424       ScalarMaps[i][Load] =
425           generateScalarLoad(Stmt, Load, ScalarMaps[i], GlobalMaps[i], VLTS[i]);
426     return;
427   }
428 
429   const MemoryAccess &Access = Stmt.getAccessFor(Load);
430 
431   // Make sure we have scalar values available to access the pointer to
432   // the data location.
433   extractScalarValues(Load, VectorMap, ScalarMaps);
434 
435   Value *NewLoad;
436   if (Access.isStrideZero(isl_map_copy(Schedule)))
437     NewLoad = generateStrideZeroLoad(Stmt, Load, ScalarMaps[0]);
438   else if (Access.isStrideOne(isl_map_copy(Schedule)))
439     NewLoad = generateStrideOneLoad(Stmt, Load, ScalarMaps);
440   else if (Access.isStrideX(isl_map_copy(Schedule), -1))
441     NewLoad = generateStrideOneLoad(Stmt, Load, ScalarMaps, true);
442   else
443     NewLoad = generateUnknownStrideLoad(Stmt, Load, ScalarMaps);
444 
445   VectorMap[Load] = NewLoad;
446 }
447 
448 void VectorBlockGenerator::copyUnaryInst(ScopStmt &Stmt,
449                                          const UnaryInstruction *Inst,
450                                          ValueMapT &VectorMap,
451                                          VectorValueMapT &ScalarMaps) {
452   int VectorWidth = getVectorWidth();
453   Value *NewOperand = getVectorValue(Stmt, Inst->getOperand(0), VectorMap,
454                                      ScalarMaps, getLoopForInst(Inst));
455 
456   assert(isa<CastInst>(Inst) && "Can not generate vector code for instruction");
457 
458   const CastInst *Cast = dyn_cast<CastInst>(Inst);
459   VectorType *DestType = VectorType::get(Inst->getType(), VectorWidth);
460   VectorMap[Inst] = Builder.CreateCast(Cast->getOpcode(), NewOperand, DestType);
461 }
462 
463 void VectorBlockGenerator::copyBinaryInst(ScopStmt &Stmt,
464                                           const BinaryOperator *Inst,
465                                           ValueMapT &VectorMap,
466                                           VectorValueMapT &ScalarMaps) {
467   Loop *L = getLoopForInst(Inst);
468   Value *OpZero = Inst->getOperand(0);
469   Value *OpOne = Inst->getOperand(1);
470 
471   Value *NewOpZero, *NewOpOne;
472   NewOpZero = getVectorValue(Stmt, OpZero, VectorMap, ScalarMaps, L);
473   NewOpOne = getVectorValue(Stmt, OpOne, VectorMap, ScalarMaps, L);
474 
475   Value *NewInst = Builder.CreateBinOp(Inst->getOpcode(), NewOpZero, NewOpOne,
476                                        Inst->getName() + "p_vec");
477   VectorMap[Inst] = NewInst;
478 }
479 
480 void VectorBlockGenerator::copyStore(ScopStmt &Stmt, const StoreInst *Store,
481                                      ValueMapT &VectorMap,
482                                      VectorValueMapT &ScalarMaps) {
483   const MemoryAccess &Access = Stmt.getAccessFor(Store);
484 
485   const Value *Pointer = Store->getPointerOperand();
486   Value *Vector = getVectorValue(Stmt, Store->getValueOperand(), VectorMap,
487                                  ScalarMaps, getLoopForInst(Store));
488 
489   // Make sure we have scalar values available to access the pointer to
490   // the data location.
491   extractScalarValues(Store, VectorMap, ScalarMaps);
492 
493   if (Access.isStrideOne(isl_map_copy(Schedule))) {
494     Type *VectorPtrType = getVectorPtrTy(Pointer, getVectorWidth());
495     Value *NewPointer = generateLocationAccessed(
496         Stmt, Store, Pointer, ScalarMaps[0], GlobalMaps[0], VLTS[0]);
497 
498     Value *VectorPtr =
499         Builder.CreateBitCast(NewPointer, VectorPtrType, "vector_ptr");
500     StoreInst *Store = Builder.CreateStore(Vector, VectorPtr);
501 
502     if (!Aligned)
503       Store->setAlignment(8);
504   } else {
505     for (unsigned i = 0; i < ScalarMaps.size(); i++) {
506       Value *Scalar = Builder.CreateExtractElement(Vector, Builder.getInt32(i));
507       Value *NewPointer = generateLocationAccessed(
508           Stmt, Store, Pointer, ScalarMaps[i], GlobalMaps[i], VLTS[i]);
509       Builder.CreateStore(Scalar, NewPointer);
510     }
511   }
512 }
513 
514 bool VectorBlockGenerator::hasVectorOperands(const Instruction *Inst,
515                                              ValueMapT &VectorMap) {
516   for (Value *Operand : Inst->operands())
517     if (VectorMap.count(Operand))
518       return true;
519   return false;
520 }
521 
522 bool VectorBlockGenerator::extractScalarValues(const Instruction *Inst,
523                                                ValueMapT &VectorMap,
524                                                VectorValueMapT &ScalarMaps) {
525   bool HasVectorOperand = false;
526   int VectorWidth = getVectorWidth();
527 
528   for (Value *Operand : Inst->operands()) {
529     ValueMapT::iterator VecOp = VectorMap.find(Operand);
530 
531     if (VecOp == VectorMap.end())
532       continue;
533 
534     HasVectorOperand = true;
535     Value *NewVector = VecOp->second;
536 
537     for (int i = 0; i < VectorWidth; ++i) {
538       ValueMapT &SM = ScalarMaps[i];
539 
540       // If there is one scalar extracted, all scalar elements should have
541       // already been extracted by the code here. So no need to check for the
542       // existance of all of them.
543       if (SM.count(Operand))
544         break;
545 
546       SM[Operand] =
547           Builder.CreateExtractElement(NewVector, Builder.getInt32(i));
548     }
549   }
550 
551   return HasVectorOperand;
552 }
553 
554 void VectorBlockGenerator::copyInstScalarized(ScopStmt &Stmt,
555                                               const Instruction *Inst,
556                                               ValueMapT &VectorMap,
557                                               VectorValueMapT &ScalarMaps) {
558   bool HasVectorOperand;
559   int VectorWidth = getVectorWidth();
560 
561   HasVectorOperand = extractScalarValues(Inst, VectorMap, ScalarMaps);
562 
563   for (int VectorLane = 0; VectorLane < getVectorWidth(); VectorLane++)
564     BlockGenerator::copyInstruction(Stmt, Inst, ScalarMaps[VectorLane],
565                                     GlobalMaps[VectorLane], VLTS[VectorLane]);
566 
567   if (!VectorType::isValidElementType(Inst->getType()) || !HasVectorOperand)
568     return;
569 
570   // Make the result available as vector value.
571   VectorType *VectorType = VectorType::get(Inst->getType(), VectorWidth);
572   Value *Vector = UndefValue::get(VectorType);
573 
574   for (int i = 0; i < VectorWidth; i++)
575     Vector = Builder.CreateInsertElement(Vector, ScalarMaps[i][Inst],
576                                          Builder.getInt32(i));
577 
578   VectorMap[Inst] = Vector;
579 }
580 
581 int VectorBlockGenerator::getVectorWidth() { return GlobalMaps.size(); }
582 
583 void VectorBlockGenerator::copyInstruction(ScopStmt &Stmt,
584                                            const Instruction *Inst,
585                                            ValueMapT &VectorMap,
586                                            VectorValueMapT &ScalarMaps) {
587   // Terminator instructions control the control flow. They are explicitly
588   // expressed in the clast and do not need to be copied.
589   if (Inst->isTerminator())
590     return;
591 
592   if (canSynthesize(Inst, &LI, &SE, &Stmt.getParent()->getRegion()))
593     return;
594 
595   if (const LoadInst *Load = dyn_cast<LoadInst>(Inst)) {
596     generateLoad(Stmt, Load, VectorMap, ScalarMaps);
597     return;
598   }
599 
600   if (hasVectorOperands(Inst, VectorMap)) {
601     if (const StoreInst *Store = dyn_cast<StoreInst>(Inst)) {
602       copyStore(Stmt, Store, VectorMap, ScalarMaps);
603       return;
604     }
605 
606     if (const UnaryInstruction *Unary = dyn_cast<UnaryInstruction>(Inst)) {
607       copyUnaryInst(Stmt, Unary, VectorMap, ScalarMaps);
608       return;
609     }
610 
611     if (const BinaryOperator *Binary = dyn_cast<BinaryOperator>(Inst)) {
612       copyBinaryInst(Stmt, Binary, VectorMap, ScalarMaps);
613       return;
614     }
615 
616     // Falltrough: We generate scalar instructions, if we don't know how to
617     // generate vector code.
618   }
619 
620   copyInstScalarized(Stmt, Inst, VectorMap, ScalarMaps);
621 }
622 
623 void VectorBlockGenerator::copyBB(ScopStmt &Stmt) {
624   BasicBlock *BB = Stmt.getBasicBlock();
625   BasicBlock *CopyBB =
626       SplitBlock(Builder.GetInsertBlock(), Builder.GetInsertPoint(), &DT, &LI);
627   CopyBB->setName("polly.stmt." + BB->getName());
628   Builder.SetInsertPoint(CopyBB->begin());
629 
630   // Create two maps that store the mapping from the original instructions of
631   // the old basic block to their copies in the new basic block. Those maps
632   // are basic block local.
633   //
634   // As vector code generation is supported there is one map for scalar values
635   // and one for vector values.
636   //
637   // In case we just do scalar code generation, the vectorMap is not used and
638   // the scalarMap has just one dimension, which contains the mapping.
639   //
640   // In case vector code generation is done, an instruction may either appear
641   // in the vector map once (as it is calculating >vectorwidth< values at a
642   // time. Or (if the values are calculated using scalar operations), it
643   // appears once in every dimension of the scalarMap.
644   VectorValueMapT ScalarBlockMap(getVectorWidth());
645   ValueMapT VectorBlockMap;
646 
647   for (Instruction &Inst : *BB)
648     copyInstruction(Stmt, &Inst, VectorBlockMap, ScalarBlockMap);
649 }
650