1 //===- VPlan.h - Represent A Vectorizer Plan --------------------*- 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 /// \file
11 /// This file contains the declarations of the Vectorization Plan base classes:
12 /// 1. VPBasicBlock and VPRegionBlock that inherit from a common pure virtual
13 ///    VPBlockBase, together implementing a Hierarchical CFG;
14 /// 2. Specializations of GraphTraits that allow VPBlockBase graphs to be
15 ///    treated as proper graphs for generic algorithms;
16 /// 3. Pure virtual VPRecipeBase serving as the base class for recipes contained
17 ///    within VPBasicBlocks;
18 /// 4. VPInstruction, a concrete Recipe and VPUser modeling a single planned
19 ///    instruction;
20 /// 5. The VPlan class holding a candidate for vectorization;
21 /// 6. The VPlanPrinter class providing a way to print a plan in dot format;
22 /// These are documented in docs/VectorizationPlan.rst.
23 //
24 //===----------------------------------------------------------------------===//
25 
26 #ifndef LLVM_TRANSFORMS_VECTORIZE_VPLAN_H
27 #define LLVM_TRANSFORMS_VECTORIZE_VPLAN_H
28 
29 #include "VPlanValue.h"
30 #include "llvm/ADT/DenseMap.h"
31 #include "llvm/ADT/GraphTraits.h"
32 #include "llvm/ADT/Optional.h"
33 #include "llvm/ADT/SmallSet.h"
34 #include "llvm/ADT/SmallVector.h"
35 #include "llvm/ADT/Twine.h"
36 #include "llvm/ADT/ilist.h"
37 #include "llvm/ADT/ilist_node.h"
38 #include "llvm/IR/IRBuilder.h"
39 #include <algorithm>
40 #include <cassert>
41 #include <cstddef>
42 #include <map>
43 #include <string>
44 
45 namespace llvm {
46 
47 class LoopVectorizationLegality;
48 class LoopVectorizationCostModel;
49 class BasicBlock;
50 class DominatorTree;
51 class InnerLoopVectorizer;
52 class InterleaveGroup;
53 class LoopInfo;
54 class raw_ostream;
55 class Value;
56 class VPBasicBlock;
57 class VPRegionBlock;
58 
59 /// In what follows, the term "input IR" refers to code that is fed into the
60 /// vectorizer whereas the term "output IR" refers to code that is generated by
61 /// the vectorizer.
62 
63 /// VPIteration represents a single point in the iteration space of the output
64 /// (vectorized and/or unrolled) IR loop.
65 struct VPIteration {
66   /// in [0..UF)
67   unsigned Part;
68 
69   /// in [0..VF)
70   unsigned Lane;
71 };
72 
73 /// This is a helper struct for maintaining vectorization state. It's used for
74 /// mapping values from the original loop to their corresponding values in
75 /// the new loop. Two mappings are maintained: one for vectorized values and
76 /// one for scalarized values. Vectorized values are represented with UF
77 /// vector values in the new loop, and scalarized values are represented with
78 /// UF x VF scalar values in the new loop. UF and VF are the unroll and
79 /// vectorization factors, respectively.
80 ///
81 /// Entries can be added to either map with setVectorValue and setScalarValue,
82 /// which assert that an entry was not already added before. If an entry is to
83 /// replace an existing one, call resetVectorValue and resetScalarValue. This is
84 /// currently needed to modify the mapped values during "fix-up" operations that
85 /// occur once the first phase of widening is complete. These operations include
86 /// type truncation and the second phase of recurrence widening.
87 ///
88 /// Entries from either map can be retrieved using the getVectorValue and
89 /// getScalarValue functions, which assert that the desired value exists.
90 struct VectorizerValueMap {
91   friend struct VPTransformState;
92 
93 private:
94   /// The unroll factor. Each entry in the vector map contains UF vector values.
95   unsigned UF;
96 
97   /// The vectorization factor. Each entry in the scalar map contains UF x VF
98   /// scalar values.
99   unsigned VF;
100 
101   /// The vector and scalar map storage. We use std::map and not DenseMap
102   /// because insertions to DenseMap invalidate its iterators.
103   using VectorParts = SmallVector<Value *, 2>;
104   using ScalarParts = SmallVector<SmallVector<Value *, 4>, 2>;
105   std::map<Value *, VectorParts> VectorMapStorage;
106   std::map<Value *, ScalarParts> ScalarMapStorage;
107 
108 public:
109   /// Construct an empty map with the given unroll and vectorization factors.
110   VectorizerValueMap(unsigned UF, unsigned VF) : UF(UF), VF(VF) {}
111 
112   /// \return True if the map has any vector entry for \p Key.
113   bool hasAnyVectorValue(Value *Key) const {
114     return VectorMapStorage.count(Key);
115   }
116 
117   /// \return True if the map has a vector entry for \p Key and \p Part.
118   bool hasVectorValue(Value *Key, unsigned Part) const {
119     assert(Part < UF && "Queried Vector Part is too large.");
120     if (!hasAnyVectorValue(Key))
121       return false;
122     const VectorParts &Entry = VectorMapStorage.find(Key)->second;
123     assert(Entry.size() == UF && "VectorParts has wrong dimensions.");
124     return Entry[Part] != nullptr;
125   }
126 
127   /// \return True if the map has any scalar entry for \p Key.
128   bool hasAnyScalarValue(Value *Key) const {
129     return ScalarMapStorage.count(Key);
130   }
131 
132   /// \return True if the map has a scalar entry for \p Key and \p Instance.
133   bool hasScalarValue(Value *Key, const VPIteration &Instance) const {
134     assert(Instance.Part < UF && "Queried Scalar Part is too large.");
135     assert(Instance.Lane < VF && "Queried Scalar Lane is too large.");
136     if (!hasAnyScalarValue(Key))
137       return false;
138     const ScalarParts &Entry = ScalarMapStorage.find(Key)->second;
139     assert(Entry.size() == UF && "ScalarParts has wrong dimensions.");
140     assert(Entry[Instance.Part].size() == VF &&
141            "ScalarParts has wrong dimensions.");
142     return Entry[Instance.Part][Instance.Lane] != nullptr;
143   }
144 
145   /// Retrieve the existing vector value that corresponds to \p Key and
146   /// \p Part.
147   Value *getVectorValue(Value *Key, unsigned Part) {
148     assert(hasVectorValue(Key, Part) && "Getting non-existent value.");
149     return VectorMapStorage[Key][Part];
150   }
151 
152   /// Retrieve the existing scalar value that corresponds to \p Key and
153   /// \p Instance.
154   Value *getScalarValue(Value *Key, const VPIteration &Instance) {
155     assert(hasScalarValue(Key, Instance) && "Getting non-existent value.");
156     return ScalarMapStorage[Key][Instance.Part][Instance.Lane];
157   }
158 
159   /// Set a vector value associated with \p Key and \p Part. Assumes such a
160   /// value is not already set. If it is, use resetVectorValue() instead.
161   void setVectorValue(Value *Key, unsigned Part, Value *Vector) {
162     assert(!hasVectorValue(Key, Part) && "Vector value already set for part");
163     if (!VectorMapStorage.count(Key)) {
164       VectorParts Entry(UF);
165       VectorMapStorage[Key] = Entry;
166     }
167     VectorMapStorage[Key][Part] = Vector;
168   }
169 
170   /// Set a scalar value associated with \p Key and \p Instance. Assumes such a
171   /// value is not already set.
172   void setScalarValue(Value *Key, const VPIteration &Instance, Value *Scalar) {
173     assert(!hasScalarValue(Key, Instance) && "Scalar value already set");
174     if (!ScalarMapStorage.count(Key)) {
175       ScalarParts Entry(UF);
176       // TODO: Consider storing uniform values only per-part, as they occupy
177       //       lane 0 only, keeping the other VF-1 redundant entries null.
178       for (unsigned Part = 0; Part < UF; ++Part)
179         Entry[Part].resize(VF, nullptr);
180       ScalarMapStorage[Key] = Entry;
181     }
182     ScalarMapStorage[Key][Instance.Part][Instance.Lane] = Scalar;
183   }
184 
185   /// Reset the vector value associated with \p Key for the given \p Part.
186   /// This function can be used to update values that have already been
187   /// vectorized. This is the case for "fix-up" operations including type
188   /// truncation and the second phase of recurrence vectorization.
189   void resetVectorValue(Value *Key, unsigned Part, Value *Vector) {
190     assert(hasVectorValue(Key, Part) && "Vector value not set for part");
191     VectorMapStorage[Key][Part] = Vector;
192   }
193 
194   /// Reset the scalar value associated with \p Key for \p Part and \p Lane.
195   /// This function can be used to update values that have already been
196   /// scalarized. This is the case for "fix-up" operations including scalar phi
197   /// nodes for scalarized and predicated instructions.
198   void resetScalarValue(Value *Key, const VPIteration &Instance,
199                         Value *Scalar) {
200     assert(hasScalarValue(Key, Instance) &&
201            "Scalar value not set for part and lane");
202     ScalarMapStorage[Key][Instance.Part][Instance.Lane] = Scalar;
203   }
204 };
205 
206 /// This class is used to enable the VPlan to invoke a method of ILV. This is
207 /// needed until the method is refactored out of ILV and becomes reusable.
208 struct VPCallback {
209   virtual ~VPCallback() {}
210   virtual Value *getOrCreateVectorValues(Value *V, unsigned Part) = 0;
211 };
212 
213 /// VPTransformState holds information passed down when "executing" a VPlan,
214 /// needed for generating the output IR.
215 struct VPTransformState {
216   VPTransformState(unsigned VF, unsigned UF, LoopInfo *LI, DominatorTree *DT,
217                    IRBuilder<> &Builder, VectorizerValueMap &ValueMap,
218                    InnerLoopVectorizer *ILV, VPCallback &Callback)
219       : VF(VF), UF(UF), Instance(), LI(LI), DT(DT), Builder(Builder),
220         ValueMap(ValueMap), ILV(ILV), Callback(Callback) {}
221 
222   /// The chosen Vectorization and Unroll Factors of the loop being vectorized.
223   unsigned VF;
224   unsigned UF;
225 
226   /// Hold the indices to generate specific scalar instructions. Null indicates
227   /// that all instances are to be generated, using either scalar or vector
228   /// instructions.
229   Optional<VPIteration> Instance;
230 
231   struct DataState {
232     /// A type for vectorized values in the new loop. Each value from the
233     /// original loop, when vectorized, is represented by UF vector values in
234     /// the new unrolled loop, where UF is the unroll factor.
235     typedef SmallVector<Value *, 2> PerPartValuesTy;
236 
237     DenseMap<VPValue *, PerPartValuesTy> PerPartOutput;
238   } Data;
239 
240   /// Get the generated Value for a given VPValue and a given Part. Note that
241   /// as some Defs are still created by ILV and managed in its ValueMap, this
242   /// method will delegate the call to ILV in such cases in order to provide
243   /// callers a consistent API.
244   /// \see set.
245   Value *get(VPValue *Def, unsigned Part) {
246     // If Values have been set for this Def return the one relevant for \p Part.
247     if (Data.PerPartOutput.count(Def))
248       return Data.PerPartOutput[Def][Part];
249     // Def is managed by ILV: bring the Values from ValueMap.
250     return Callback.getOrCreateVectorValues(VPValue2Value[Def], Part);
251   }
252 
253   /// Set the generated Value for a given VPValue and a given Part.
254   void set(VPValue *Def, Value *V, unsigned Part) {
255     if (!Data.PerPartOutput.count(Def)) {
256       DataState::PerPartValuesTy Entry(UF);
257       Data.PerPartOutput[Def] = Entry;
258     }
259     Data.PerPartOutput[Def][Part] = V;
260   }
261 
262   /// Hold state information used when constructing the CFG of the output IR,
263   /// traversing the VPBasicBlocks and generating corresponding IR BasicBlocks.
264   struct CFGState {
265     /// The previous VPBasicBlock visited. Initially set to null.
266     VPBasicBlock *PrevVPBB = nullptr;
267 
268     /// The previous IR BasicBlock created or used. Initially set to the new
269     /// header BasicBlock.
270     BasicBlock *PrevBB = nullptr;
271 
272     /// The last IR BasicBlock in the output IR. Set to the new latch
273     /// BasicBlock, used for placing the newly created BasicBlocks.
274     BasicBlock *LastBB = nullptr;
275 
276     /// A mapping of each VPBasicBlock to the corresponding BasicBlock. In case
277     /// of replication, maps the BasicBlock of the last replica created.
278     SmallDenseMap<VPBasicBlock *, BasicBlock *> VPBB2IRBB;
279 
280     CFGState() = default;
281   } CFG;
282 
283   /// Hold a pointer to LoopInfo to register new basic blocks in the loop.
284   LoopInfo *LI;
285 
286   /// Hold a pointer to Dominator Tree to register new basic blocks in the loop.
287   DominatorTree *DT;
288 
289   /// Hold a reference to the IRBuilder used to generate output IR code.
290   IRBuilder<> &Builder;
291 
292   /// Hold a reference to the Value state information used when generating the
293   /// Values of the output IR.
294   VectorizerValueMap &ValueMap;
295 
296   /// Hold a reference to a mapping between VPValues in VPlan and original
297   /// Values they correspond to.
298   VPValue2ValueTy VPValue2Value;
299 
300   /// Hold a pointer to InnerLoopVectorizer to reuse its IR generation methods.
301   InnerLoopVectorizer *ILV;
302 
303   VPCallback &Callback;
304 };
305 
306 /// VPBlockBase is the building block of the Hierarchical Control-Flow Graph.
307 /// A VPBlockBase can be either a VPBasicBlock or a VPRegionBlock.
308 class VPBlockBase {
309 private:
310   const unsigned char SubclassID; ///< Subclass identifier (for isa/dyn_cast).
311 
312   /// An optional name for the block.
313   std::string Name;
314 
315   /// The immediate VPRegionBlock which this VPBlockBase belongs to, or null if
316   /// it is a topmost VPBlockBase.
317   VPRegionBlock *Parent = nullptr;
318 
319   /// List of predecessor blocks.
320   SmallVector<VPBlockBase *, 1> Predecessors;
321 
322   /// List of successor blocks.
323   SmallVector<VPBlockBase *, 1> Successors;
324 
325   /// Add \p Successor as the last successor to this block.
326   void appendSuccessor(VPBlockBase *Successor) {
327     assert(Successor && "Cannot add nullptr successor!");
328     Successors.push_back(Successor);
329   }
330 
331   /// Add \p Predecessor as the last predecessor to this block.
332   void appendPredecessor(VPBlockBase *Predecessor) {
333     assert(Predecessor && "Cannot add nullptr predecessor!");
334     Predecessors.push_back(Predecessor);
335   }
336 
337   /// Remove \p Predecessor from the predecessors of this block.
338   void removePredecessor(VPBlockBase *Predecessor) {
339     auto Pos = std::find(Predecessors.begin(), Predecessors.end(), Predecessor);
340     assert(Pos && "Predecessor does not exist");
341     Predecessors.erase(Pos);
342   }
343 
344   /// Remove \p Successor from the successors of this block.
345   void removeSuccessor(VPBlockBase *Successor) {
346     auto Pos = std::find(Successors.begin(), Successors.end(), Successor);
347     assert(Pos && "Successor does not exist");
348     Successors.erase(Pos);
349   }
350 
351 protected:
352   VPBlockBase(const unsigned char SC, const std::string &N)
353       : SubclassID(SC), Name(N) {}
354 
355 public:
356   /// An enumeration for keeping track of the concrete subclass of VPBlockBase
357   /// that are actually instantiated. Values of this enumeration are kept in the
358   /// SubclassID field of the VPBlockBase objects. They are used for concrete
359   /// type identification.
360   using VPBlockTy = enum { VPBasicBlockSC, VPRegionBlockSC };
361 
362   using VPBlocksTy = SmallVectorImpl<VPBlockBase *>;
363 
364   virtual ~VPBlockBase() = default;
365 
366   const std::string &getName() const { return Name; }
367 
368   void setName(const Twine &newName) { Name = newName.str(); }
369 
370   /// \return an ID for the concrete type of this object.
371   /// This is used to implement the classof checks. This should not be used
372   /// for any other purpose, as the values may change as LLVM evolves.
373   unsigned getVPBlockID() const { return SubclassID; }
374 
375   const VPRegionBlock *getParent() const { return Parent; }
376 
377   void setParent(VPRegionBlock *P) { Parent = P; }
378 
379   /// \return the VPBasicBlock that is the entry of this VPBlockBase,
380   /// recursively, if the latter is a VPRegionBlock. Otherwise, if this
381   /// VPBlockBase is a VPBasicBlock, it is returned.
382   const VPBasicBlock *getEntryBasicBlock() const;
383   VPBasicBlock *getEntryBasicBlock();
384 
385   /// \return the VPBasicBlock that is the exit of this VPBlockBase,
386   /// recursively, if the latter is a VPRegionBlock. Otherwise, if this
387   /// VPBlockBase is a VPBasicBlock, it is returned.
388   const VPBasicBlock *getExitBasicBlock() const;
389   VPBasicBlock *getExitBasicBlock();
390 
391   const VPBlocksTy &getSuccessors() const { return Successors; }
392   VPBlocksTy &getSuccessors() { return Successors; }
393 
394   const VPBlocksTy &getPredecessors() const { return Predecessors; }
395   VPBlocksTy &getPredecessors() { return Predecessors; }
396 
397   /// \return the successor of this VPBlockBase if it has a single successor.
398   /// Otherwise return a null pointer.
399   VPBlockBase *getSingleSuccessor() const {
400     return (Successors.size() == 1 ? *Successors.begin() : nullptr);
401   }
402 
403   /// \return the predecessor of this VPBlockBase if it has a single
404   /// predecessor. Otherwise return a null pointer.
405   VPBlockBase *getSinglePredecessor() const {
406     return (Predecessors.size() == 1 ? *Predecessors.begin() : nullptr);
407   }
408 
409   /// An Enclosing Block of a block B is any block containing B, including B
410   /// itself. \return the closest enclosing block starting from "this", which
411   /// has successors. \return the root enclosing block if all enclosing blocks
412   /// have no successors.
413   VPBlockBase *getEnclosingBlockWithSuccessors();
414 
415   /// \return the closest enclosing block starting from "this", which has
416   /// predecessors. \return the root enclosing block if all enclosing blocks
417   /// have no predecessors.
418   VPBlockBase *getEnclosingBlockWithPredecessors();
419 
420   /// \return the successors either attached directly to this VPBlockBase or, if
421   /// this VPBlockBase is the exit block of a VPRegionBlock and has no
422   /// successors of its own, search recursively for the first enclosing
423   /// VPRegionBlock that has successors and return them. If no such
424   /// VPRegionBlock exists, return the (empty) successors of the topmost
425   /// VPBlockBase reached.
426   const VPBlocksTy &getHierarchicalSuccessors() {
427     return getEnclosingBlockWithSuccessors()->getSuccessors();
428   }
429 
430   /// \return the hierarchical successor of this VPBlockBase if it has a single
431   /// hierarchical successor. Otherwise return a null pointer.
432   VPBlockBase *getSingleHierarchicalSuccessor() {
433     return getEnclosingBlockWithSuccessors()->getSingleSuccessor();
434   }
435 
436   /// \return the predecessors either attached directly to this VPBlockBase or,
437   /// if this VPBlockBase is the entry block of a VPRegionBlock and has no
438   /// predecessors of its own, search recursively for the first enclosing
439   /// VPRegionBlock that has predecessors and return them. If no such
440   /// VPRegionBlock exists, return the (empty) predecessors of the topmost
441   /// VPBlockBase reached.
442   const VPBlocksTy &getHierarchicalPredecessors() {
443     return getEnclosingBlockWithPredecessors()->getPredecessors();
444   }
445 
446   /// \return the hierarchical predecessor of this VPBlockBase if it has a
447   /// single hierarchical predecessor. Otherwise return a null pointer.
448   VPBlockBase *getSingleHierarchicalPredecessor() {
449     return getEnclosingBlockWithPredecessors()->getSinglePredecessor();
450   }
451 
452   /// Sets a given VPBlockBase \p Successor as the single successor and \return
453   /// \p Successor. The parent of this Block is copied to be the parent of
454   /// \p Successor.
455   VPBlockBase *setOneSuccessor(VPBlockBase *Successor) {
456     assert(Successors.empty() && "Setting one successor when others exist.");
457     appendSuccessor(Successor);
458     Successor->appendPredecessor(this);
459     Successor->Parent = Parent;
460     return Successor;
461   }
462 
463   /// Sets two given VPBlockBases \p IfTrue and \p IfFalse to be the two
464   /// successors. The parent of this Block is copied to be the parent of both
465   /// \p IfTrue and \p IfFalse.
466   void setTwoSuccessors(VPBlockBase *IfTrue, VPBlockBase *IfFalse) {
467     assert(Successors.empty() && "Setting two successors when others exist.");
468     appendSuccessor(IfTrue);
469     appendSuccessor(IfFalse);
470     IfTrue->appendPredecessor(this);
471     IfFalse->appendPredecessor(this);
472     IfTrue->Parent = Parent;
473     IfFalse->Parent = Parent;
474   }
475 
476   void disconnectSuccessor(VPBlockBase *Successor) {
477     assert(Successor && "Successor to disconnect is null.");
478     removeSuccessor(Successor);
479     Successor->removePredecessor(this);
480   }
481 
482   /// The method which generates the output IR that correspond to this
483   /// VPBlockBase, thereby "executing" the VPlan.
484   virtual void execute(struct VPTransformState *State) = 0;
485 
486   /// Delete all blocks reachable from a given VPBlockBase, inclusive.
487   static void deleteCFG(VPBlockBase *Entry);
488 };
489 
490 /// VPRecipeBase is a base class modeling a sequence of one or more output IR
491 /// instructions.
492 class VPRecipeBase : public ilist_node_with_parent<VPRecipeBase, VPBasicBlock> {
493   friend VPBasicBlock;
494 
495 private:
496   const unsigned char SubclassID; ///< Subclass identifier (for isa/dyn_cast).
497 
498   /// Each VPRecipe belongs to a single VPBasicBlock.
499   VPBasicBlock *Parent = nullptr;
500 
501 public:
502   /// An enumeration for keeping track of the concrete subclass of VPRecipeBase
503   /// that is actually instantiated. Values of this enumeration are kept in the
504   /// SubclassID field of the VPRecipeBase objects. They are used for concrete
505   /// type identification.
506   using VPRecipeTy = enum {
507     VPBlendSC,
508     VPBranchOnMaskSC,
509     VPInstructionSC,
510     VPInterleaveSC,
511     VPPredInstPHISC,
512     VPReplicateSC,
513     VPWidenIntOrFpInductionSC,
514     VPWidenMemoryInstructionSC,
515     VPWidenPHISC,
516     VPWidenSC,
517   };
518 
519   VPRecipeBase(const unsigned char SC) : SubclassID(SC) {}
520   virtual ~VPRecipeBase() = default;
521 
522   /// \return an ID for the concrete type of this object.
523   /// This is used to implement the classof checks. This should not be used
524   /// for any other purpose, as the values may change as LLVM evolves.
525   unsigned getVPRecipeID() const { return SubclassID; }
526 
527   /// \return the VPBasicBlock which this VPRecipe belongs to.
528   VPBasicBlock *getParent() { return Parent; }
529   const VPBasicBlock *getParent() const { return Parent; }
530 
531   /// The method which generates the output IR instructions that correspond to
532   /// this VPRecipe, thereby "executing" the VPlan.
533   virtual void execute(struct VPTransformState &State) = 0;
534 
535   /// Each recipe prints itself.
536   virtual void print(raw_ostream &O, const Twine &Indent) const = 0;
537 };
538 
539 /// This is a concrete Recipe that models a single VPlan-level instruction.
540 /// While as any Recipe it may generate a sequence of IR instructions when
541 /// executed, these instructions would always form a single-def expression as
542 /// the VPInstruction is also a single def-use vertex.
543 class VPInstruction : public VPUser, public VPRecipeBase {
544 public:
545   /// VPlan opcodes, extending LLVM IR with idiomatics instructions.
546   enum { Not = Instruction::OtherOpsEnd + 1 };
547 
548 private:
549   typedef unsigned char OpcodeTy;
550   OpcodeTy Opcode;
551 
552   /// Utility method serving execute(): generates a single instance of the
553   /// modeled instruction.
554   void generateInstruction(VPTransformState &State, unsigned Part);
555 
556 public:
557   VPInstruction(unsigned Opcode, std::initializer_list<VPValue *> Operands)
558       : VPUser(VPValue::VPInstructionSC, Operands),
559         VPRecipeBase(VPRecipeBase::VPInstructionSC), Opcode(Opcode) {}
560 
561   /// Method to support type inquiry through isa, cast, and dyn_cast.
562   static inline bool classof(const VPValue *V) {
563     return V->getVPValueID() == VPValue::VPInstructionSC;
564   }
565 
566   /// Method to support type inquiry through isa, cast, and dyn_cast.
567   static inline bool classof(const VPRecipeBase *R) {
568     return R->getVPRecipeID() == VPRecipeBase::VPInstructionSC;
569   }
570 
571   unsigned getOpcode() const { return Opcode; }
572 
573   /// Generate the instruction.
574   /// TODO: We currently execute only per-part unless a specific instance is
575   /// provided.
576   void execute(VPTransformState &State) override;
577 
578   /// Print the Recipe.
579   void print(raw_ostream &O, const Twine &Indent) const override;
580 
581   /// Print the VPInstruction.
582   void print(raw_ostream &O) const;
583 };
584 
585 /// VPWidenRecipe is a recipe for producing a copy of vector type for each
586 /// Instruction in its ingredients independently, in order. This recipe covers
587 /// most of the traditional vectorization cases where each ingredient transforms
588 /// into a vectorized version of itself.
589 class VPWidenRecipe : public VPRecipeBase {
590 private:
591   /// Hold the ingredients by pointing to their original BasicBlock location.
592   BasicBlock::iterator Begin;
593   BasicBlock::iterator End;
594 
595 public:
596   VPWidenRecipe(Instruction *I) : VPRecipeBase(VPWidenSC) {
597     End = I->getIterator();
598     Begin = End++;
599   }
600 
601   ~VPWidenRecipe() override = default;
602 
603   /// Method to support type inquiry through isa, cast, and dyn_cast.
604   static inline bool classof(const VPRecipeBase *V) {
605     return V->getVPRecipeID() == VPRecipeBase::VPWidenSC;
606   }
607 
608   /// Produce widened copies of all Ingredients.
609   void execute(VPTransformState &State) override;
610 
611   /// Augment the recipe to include Instr, if it lies at its End.
612   bool appendInstruction(Instruction *Instr) {
613     if (End != Instr->getIterator())
614       return false;
615     End++;
616     return true;
617   }
618 
619   /// Print the recipe.
620   void print(raw_ostream &O, const Twine &Indent) const override;
621 };
622 
623 /// A recipe for handling phi nodes of integer and floating-point inductions,
624 /// producing their vector and scalar values.
625 class VPWidenIntOrFpInductionRecipe : public VPRecipeBase {
626 private:
627   PHINode *IV;
628   TruncInst *Trunc;
629 
630 public:
631   VPWidenIntOrFpInductionRecipe(PHINode *IV, TruncInst *Trunc = nullptr)
632       : VPRecipeBase(VPWidenIntOrFpInductionSC), IV(IV), Trunc(Trunc) {}
633   ~VPWidenIntOrFpInductionRecipe() override = default;
634 
635   /// Method to support type inquiry through isa, cast, and dyn_cast.
636   static inline bool classof(const VPRecipeBase *V) {
637     return V->getVPRecipeID() == VPRecipeBase::VPWidenIntOrFpInductionSC;
638   }
639 
640   /// Generate the vectorized and scalarized versions of the phi node as
641   /// needed by their users.
642   void execute(VPTransformState &State) override;
643 
644   /// Print the recipe.
645   void print(raw_ostream &O, const Twine &Indent) const override;
646 };
647 
648 /// A recipe for handling all phi nodes except for integer and FP inductions.
649 class VPWidenPHIRecipe : public VPRecipeBase {
650 private:
651   PHINode *Phi;
652 
653 public:
654   VPWidenPHIRecipe(PHINode *Phi) : VPRecipeBase(VPWidenPHISC), Phi(Phi) {}
655   ~VPWidenPHIRecipe() override = default;
656 
657   /// Method to support type inquiry through isa, cast, and dyn_cast.
658   static inline bool classof(const VPRecipeBase *V) {
659     return V->getVPRecipeID() == VPRecipeBase::VPWidenPHISC;
660   }
661 
662   /// Generate the phi/select nodes.
663   void execute(VPTransformState &State) override;
664 
665   /// Print the recipe.
666   void print(raw_ostream &O, const Twine &Indent) const override;
667 };
668 
669 /// A recipe for vectorizing a phi-node as a sequence of mask-based select
670 /// instructions.
671 class VPBlendRecipe : public VPRecipeBase {
672 private:
673   PHINode *Phi;
674 
675   /// The blend operation is a User of a mask, if not null.
676   std::unique_ptr<VPUser> User;
677 
678 public:
679   VPBlendRecipe(PHINode *Phi, ArrayRef<VPValue *> Masks)
680       : VPRecipeBase(VPBlendSC), Phi(Phi) {
681     assert((Phi->getNumIncomingValues() == 1 ||
682             Phi->getNumIncomingValues() == Masks.size()) &&
683            "Expected the same number of incoming values and masks");
684     if (!Masks.empty())
685       User.reset(new VPUser(Masks));
686   }
687 
688   /// Method to support type inquiry through isa, cast, and dyn_cast.
689   static inline bool classof(const VPRecipeBase *V) {
690     return V->getVPRecipeID() == VPRecipeBase::VPBlendSC;
691   }
692 
693   /// Generate the phi/select nodes.
694   void execute(VPTransformState &State) override;
695 
696   /// Print the recipe.
697   void print(raw_ostream &O, const Twine &Indent) const override;
698 };
699 
700 /// VPInterleaveRecipe is a recipe for transforming an interleave group of load
701 /// or stores into one wide load/store and shuffles.
702 class VPInterleaveRecipe : public VPRecipeBase {
703 private:
704   const InterleaveGroup *IG;
705 
706 public:
707   VPInterleaveRecipe(const InterleaveGroup *IG)
708       : VPRecipeBase(VPInterleaveSC), IG(IG) {}
709   ~VPInterleaveRecipe() override = default;
710 
711   /// Method to support type inquiry through isa, cast, and dyn_cast.
712   static inline bool classof(const VPRecipeBase *V) {
713     return V->getVPRecipeID() == VPRecipeBase::VPInterleaveSC;
714   }
715 
716   /// Generate the wide load or store, and shuffles.
717   void execute(VPTransformState &State) override;
718 
719   /// Print the recipe.
720   void print(raw_ostream &O, const Twine &Indent) const override;
721 
722   const InterleaveGroup *getInterleaveGroup() { return IG; }
723 };
724 
725 /// VPReplicateRecipe replicates a given instruction producing multiple scalar
726 /// copies of the original scalar type, one per lane, instead of producing a
727 /// single copy of widened type for all lanes. If the instruction is known to be
728 /// uniform only one copy, per lane zero, will be generated.
729 class VPReplicateRecipe : public VPRecipeBase {
730 private:
731   /// The instruction being replicated.
732   Instruction *Ingredient;
733 
734   /// Indicator if only a single replica per lane is needed.
735   bool IsUniform;
736 
737   /// Indicator if the replicas are also predicated.
738   bool IsPredicated;
739 
740   /// Indicator if the scalar values should also be packed into a vector.
741   bool AlsoPack;
742 
743 public:
744   VPReplicateRecipe(Instruction *I, bool IsUniform, bool IsPredicated = false)
745       : VPRecipeBase(VPReplicateSC), Ingredient(I), IsUniform(IsUniform),
746         IsPredicated(IsPredicated) {
747     // Retain the previous behavior of predicateInstructions(), where an
748     // insert-element of a predicated instruction got hoisted into the
749     // predicated basic block iff it was its only user. This is achieved by
750     // having predicated instructions also pack their values into a vector by
751     // default unless they have a replicated user which uses their scalar value.
752     AlsoPack = IsPredicated && !I->use_empty();
753   }
754 
755   ~VPReplicateRecipe() override = default;
756 
757   /// Method to support type inquiry through isa, cast, and dyn_cast.
758   static inline bool classof(const VPRecipeBase *V) {
759     return V->getVPRecipeID() == VPRecipeBase::VPReplicateSC;
760   }
761 
762   /// Generate replicas of the desired Ingredient. Replicas will be generated
763   /// for all parts and lanes unless a specific part and lane are specified in
764   /// the \p State.
765   void execute(VPTransformState &State) override;
766 
767   void setAlsoPack(bool Pack) { AlsoPack = Pack; }
768 
769   /// Print the recipe.
770   void print(raw_ostream &O, const Twine &Indent) const override;
771 };
772 
773 /// A recipe for generating conditional branches on the bits of a mask.
774 class VPBranchOnMaskRecipe : public VPRecipeBase {
775 private:
776   std::unique_ptr<VPUser> User;
777 
778 public:
779   VPBranchOnMaskRecipe(VPValue *BlockInMask) : VPRecipeBase(VPBranchOnMaskSC) {
780     if (BlockInMask) // nullptr means all-one mask.
781       User.reset(new VPUser({BlockInMask}));
782   }
783 
784   /// Method to support type inquiry through isa, cast, and dyn_cast.
785   static inline bool classof(const VPRecipeBase *V) {
786     return V->getVPRecipeID() == VPRecipeBase::VPBranchOnMaskSC;
787   }
788 
789   /// Generate the extraction of the appropriate bit from the block mask and the
790   /// conditional branch.
791   void execute(VPTransformState &State) override;
792 
793   /// Print the recipe.
794   void print(raw_ostream &O, const Twine &Indent) const override {
795     O << " +\n" << Indent << "\"BRANCH-ON-MASK ";
796     if (User)
797       O << *User->getOperand(0);
798     else
799       O << " All-One";
800     O << "\\l\"";
801   }
802 };
803 
804 /// VPPredInstPHIRecipe is a recipe for generating the phi nodes needed when
805 /// control converges back from a Branch-on-Mask. The phi nodes are needed in
806 /// order to merge values that are set under such a branch and feed their uses.
807 /// The phi nodes can be scalar or vector depending on the users of the value.
808 /// This recipe works in concert with VPBranchOnMaskRecipe.
809 class VPPredInstPHIRecipe : public VPRecipeBase {
810 private:
811   Instruction *PredInst;
812 
813 public:
814   /// Construct a VPPredInstPHIRecipe given \p PredInst whose value needs a phi
815   /// nodes after merging back from a Branch-on-Mask.
816   VPPredInstPHIRecipe(Instruction *PredInst)
817       : VPRecipeBase(VPPredInstPHISC), PredInst(PredInst) {}
818   ~VPPredInstPHIRecipe() override = default;
819 
820   /// Method to support type inquiry through isa, cast, and dyn_cast.
821   static inline bool classof(const VPRecipeBase *V) {
822     return V->getVPRecipeID() == VPRecipeBase::VPPredInstPHISC;
823   }
824 
825   /// Generates phi nodes for live-outs as needed to retain SSA form.
826   void execute(VPTransformState &State) override;
827 
828   /// Print the recipe.
829   void print(raw_ostream &O, const Twine &Indent) const override;
830 };
831 
832 /// A Recipe for widening load/store operations.
833 /// TODO: We currently execute only per-part unless a specific instance is
834 /// provided.
835 class VPWidenMemoryInstructionRecipe : public VPRecipeBase {
836 private:
837   Instruction &Instr;
838   std::unique_ptr<VPUser> User;
839 
840 public:
841   VPWidenMemoryInstructionRecipe(Instruction &Instr, VPValue *Mask)
842       : VPRecipeBase(VPWidenMemoryInstructionSC), Instr(Instr) {
843     if (Mask) // Create a VPInstruction to register as a user of the mask.
844       User.reset(new VPUser({Mask}));
845   }
846 
847   /// Method to support type inquiry through isa, cast, and dyn_cast.
848   static inline bool classof(const VPRecipeBase *V) {
849     return V->getVPRecipeID() == VPRecipeBase::VPWidenMemoryInstructionSC;
850   }
851 
852   /// Generate the wide load/store.
853   void execute(VPTransformState &State) override;
854 
855   /// Print the recipe.
856   void print(raw_ostream &O, const Twine &Indent) const override;
857 };
858 
859 /// VPBasicBlock serves as the leaf of the Hierarchical Control-Flow Graph. It
860 /// holds a sequence of zero or more VPRecipe's each representing a sequence of
861 /// output IR instructions.
862 class VPBasicBlock : public VPBlockBase {
863 public:
864   using RecipeListTy = iplist<VPRecipeBase>;
865 
866 private:
867   /// The VPRecipes held in the order of output instructions to generate.
868   RecipeListTy Recipes;
869 
870 public:
871   VPBasicBlock(const Twine &Name = "", VPRecipeBase *Recipe = nullptr)
872       : VPBlockBase(VPBasicBlockSC, Name.str()) {
873     if (Recipe)
874       appendRecipe(Recipe);
875   }
876 
877   ~VPBasicBlock() override { Recipes.clear(); }
878 
879   /// Instruction iterators...
880   using iterator = RecipeListTy::iterator;
881   using const_iterator = RecipeListTy::const_iterator;
882   using reverse_iterator = RecipeListTy::reverse_iterator;
883   using const_reverse_iterator = RecipeListTy::const_reverse_iterator;
884 
885   //===--------------------------------------------------------------------===//
886   /// Recipe iterator methods
887   ///
888   inline iterator begin() { return Recipes.begin(); }
889   inline const_iterator begin() const { return Recipes.begin(); }
890   inline iterator end() { return Recipes.end(); }
891   inline const_iterator end() const { return Recipes.end(); }
892 
893   inline reverse_iterator rbegin() { return Recipes.rbegin(); }
894   inline const_reverse_iterator rbegin() const { return Recipes.rbegin(); }
895   inline reverse_iterator rend() { return Recipes.rend(); }
896   inline const_reverse_iterator rend() const { return Recipes.rend(); }
897 
898   inline size_t size() const { return Recipes.size(); }
899   inline bool empty() const { return Recipes.empty(); }
900   inline const VPRecipeBase &front() const { return Recipes.front(); }
901   inline VPRecipeBase &front() { return Recipes.front(); }
902   inline const VPRecipeBase &back() const { return Recipes.back(); }
903   inline VPRecipeBase &back() { return Recipes.back(); }
904 
905   /// \brief Returns a pointer to a member of the recipe list.
906   static RecipeListTy VPBasicBlock::*getSublistAccess(VPRecipeBase *) {
907     return &VPBasicBlock::Recipes;
908   }
909 
910   /// Method to support type inquiry through isa, cast, and dyn_cast.
911   static inline bool classof(const VPBlockBase *V) {
912     return V->getVPBlockID() == VPBlockBase::VPBasicBlockSC;
913   }
914 
915   void insert(VPRecipeBase *Recipe, iterator InsertPt) {
916     assert(Recipe && "No recipe to append.");
917     assert(!Recipe->Parent && "Recipe already in VPlan");
918     Recipe->Parent = this;
919     Recipes.insert(InsertPt, Recipe);
920   }
921 
922   /// Augment the existing recipes of a VPBasicBlock with an additional
923   /// \p Recipe as the last recipe.
924   void appendRecipe(VPRecipeBase *Recipe) { insert(Recipe, end()); }
925 
926   /// The method which generates the output IR instructions that correspond to
927   /// this VPBasicBlock, thereby "executing" the VPlan.
928   void execute(struct VPTransformState *State) override;
929 
930 private:
931   /// Create an IR BasicBlock to hold the output instructions generated by this
932   /// VPBasicBlock, and return it. Update the CFGState accordingly.
933   BasicBlock *createEmptyBasicBlock(VPTransformState::CFGState &CFG);
934 };
935 
936 /// VPRegionBlock represents a collection of VPBasicBlocks and VPRegionBlocks
937 /// which form a Single-Entry-Single-Exit subgraph of the output IR CFG.
938 /// A VPRegionBlock may indicate that its contents are to be replicated several
939 /// times. This is designed to support predicated scalarization, in which a
940 /// scalar if-then code structure needs to be generated VF * UF times. Having
941 /// this replication indicator helps to keep a single model for multiple
942 /// candidate VF's. The actual replication takes place only once the desired VF
943 /// and UF have been determined.
944 class VPRegionBlock : public VPBlockBase {
945 private:
946   /// Hold the Single Entry of the SESE region modelled by the VPRegionBlock.
947   VPBlockBase *Entry;
948 
949   /// Hold the Single Exit of the SESE region modelled by the VPRegionBlock.
950   VPBlockBase *Exit;
951 
952   /// An indicator whether this region is to generate multiple replicated
953   /// instances of output IR corresponding to its VPBlockBases.
954   bool IsReplicator;
955 
956 public:
957   VPRegionBlock(VPBlockBase *Entry, VPBlockBase *Exit,
958                 const std::string &Name = "", bool IsReplicator = false)
959       : VPBlockBase(VPRegionBlockSC, Name), Entry(Entry), Exit(Exit),
960         IsReplicator(IsReplicator) {
961     assert(Entry->getPredecessors().empty() && "Entry block has predecessors.");
962     assert(Exit->getSuccessors().empty() && "Exit block has successors.");
963     Entry->setParent(this);
964     Exit->setParent(this);
965   }
966 
967   ~VPRegionBlock() override {
968     if (Entry)
969       deleteCFG(Entry);
970   }
971 
972   /// Method to support type inquiry through isa, cast, and dyn_cast.
973   static inline bool classof(const VPBlockBase *V) {
974     return V->getVPBlockID() == VPBlockBase::VPRegionBlockSC;
975   }
976 
977   const VPBlockBase *getEntry() const { return Entry; }
978   VPBlockBase *getEntry() { return Entry; }
979 
980   const VPBlockBase *getExit() const { return Exit; }
981   VPBlockBase *getExit() { return Exit; }
982 
983   /// An indicator whether this region is to generate multiple replicated
984   /// instances of output IR corresponding to its VPBlockBases.
985   bool isReplicator() const { return IsReplicator; }
986 
987   /// The method which generates the output IR instructions that correspond to
988   /// this VPRegionBlock, thereby "executing" the VPlan.
989   void execute(struct VPTransformState *State) override;
990 };
991 
992 /// VPlan models a candidate for vectorization, encoding various decisions take
993 /// to produce efficient output IR, including which branches, basic-blocks and
994 /// output IR instructions to generate, and their cost. VPlan holds a
995 /// Hierarchical-CFG of VPBasicBlocks and VPRegionBlocks rooted at an Entry
996 /// VPBlock.
997 class VPlan {
998   friend class VPlanPrinter;
999 
1000 private:
1001   /// Hold the single entry to the Hierarchical CFG of the VPlan.
1002   VPBlockBase *Entry;
1003 
1004   /// Holds the VFs applicable to this VPlan.
1005   SmallSet<unsigned, 2> VFs;
1006 
1007   /// Holds the name of the VPlan, for printing.
1008   std::string Name;
1009 
1010   /// Holds a mapping between Values and their corresponding VPValue inside
1011   /// VPlan.
1012   Value2VPValueTy Value2VPValue;
1013 
1014 public:
1015   VPlan(VPBlockBase *Entry = nullptr) : Entry(Entry) {}
1016 
1017   ~VPlan() {
1018     if (Entry)
1019       VPBlockBase::deleteCFG(Entry);
1020     for (auto &MapEntry : Value2VPValue)
1021       delete MapEntry.second;
1022   }
1023 
1024   /// Generate the IR code for this VPlan.
1025   void execute(struct VPTransformState *State);
1026 
1027   VPBlockBase *getEntry() { return Entry; }
1028   const VPBlockBase *getEntry() const { return Entry; }
1029 
1030   VPBlockBase *setEntry(VPBlockBase *Block) { return Entry = Block; }
1031 
1032   void addVF(unsigned VF) { VFs.insert(VF); }
1033 
1034   bool hasVF(unsigned VF) { return VFs.count(VF); }
1035 
1036   const std::string &getName() const { return Name; }
1037 
1038   void setName(const Twine &newName) { Name = newName.str(); }
1039 
1040   void addVPValue(Value *V) {
1041     assert(V && "Trying to add a null Value to VPlan");
1042     assert(!Value2VPValue.count(V) && "Value already exists in VPlan");
1043     Value2VPValue[V] = new VPValue();
1044   }
1045 
1046   VPValue *getVPValue(Value *V) {
1047     assert(V && "Trying to get the VPValue of a null Value");
1048     assert(Value2VPValue.count(V) && "Value does not exist in VPlan");
1049     return Value2VPValue[V];
1050   }
1051 
1052 private:
1053   /// Add to the given dominator tree the header block and every new basic block
1054   /// that was created between it and the latch block, inclusive.
1055   static void updateDominatorTree(DominatorTree *DT,
1056                                   BasicBlock *LoopPreHeaderBB,
1057                                   BasicBlock *LoopLatchBB);
1058 };
1059 
1060 /// VPlanPrinter prints a given VPlan to a given output stream. The printing is
1061 /// indented and follows the dot format.
1062 class VPlanPrinter {
1063   friend inline raw_ostream &operator<<(raw_ostream &OS, VPlan &Plan);
1064   friend inline raw_ostream &operator<<(raw_ostream &OS,
1065                                         const struct VPlanIngredient &I);
1066 
1067 private:
1068   raw_ostream &OS;
1069   VPlan &Plan;
1070   unsigned Depth;
1071   unsigned TabWidth = 2;
1072   std::string Indent;
1073   unsigned BID = 0;
1074   SmallDenseMap<const VPBlockBase *, unsigned> BlockID;
1075 
1076   VPlanPrinter(raw_ostream &O, VPlan &P) : OS(O), Plan(P) {}
1077 
1078   /// Handle indentation.
1079   void bumpIndent(int b) { Indent = std::string((Depth += b) * TabWidth, ' '); }
1080 
1081   /// Print a given \p Block of the Plan.
1082   void dumpBlock(const VPBlockBase *Block);
1083 
1084   /// Print the information related to the CFG edges going out of a given
1085   /// \p Block, followed by printing the successor blocks themselves.
1086   void dumpEdges(const VPBlockBase *Block);
1087 
1088   /// Print a given \p BasicBlock, including its VPRecipes, followed by printing
1089   /// its successor blocks.
1090   void dumpBasicBlock(const VPBasicBlock *BasicBlock);
1091 
1092   /// Print a given \p Region of the Plan.
1093   void dumpRegion(const VPRegionBlock *Region);
1094 
1095   unsigned getOrCreateBID(const VPBlockBase *Block) {
1096     return BlockID.count(Block) ? BlockID[Block] : BlockID[Block] = BID++;
1097   }
1098 
1099   const Twine getOrCreateName(const VPBlockBase *Block);
1100 
1101   const Twine getUID(const VPBlockBase *Block);
1102 
1103   /// Print the information related to a CFG edge between two VPBlockBases.
1104   void drawEdge(const VPBlockBase *From, const VPBlockBase *To, bool Hidden,
1105                 const Twine &Label);
1106 
1107   void dump();
1108 
1109   static void printAsIngredient(raw_ostream &O, Value *V);
1110 };
1111 
1112 struct VPlanIngredient {
1113   Value *V;
1114 
1115   VPlanIngredient(Value *V) : V(V) {}
1116 };
1117 
1118 inline raw_ostream &operator<<(raw_ostream &OS, const VPlanIngredient &I) {
1119   VPlanPrinter::printAsIngredient(OS, I.V);
1120   return OS;
1121 }
1122 
1123 inline raw_ostream &operator<<(raw_ostream &OS, VPlan &Plan) {
1124   VPlanPrinter Printer(OS, Plan);
1125   Printer.dump();
1126   return OS;
1127 }
1128 
1129 //===--------------------------------------------------------------------===//
1130 // GraphTraits specializations for VPlan/VPRegionBlock Control-Flow Graphs  //
1131 //===--------------------------------------------------------------------===//
1132 
1133 // Provide specializations of GraphTraits to be able to treat a VPBlockBase as a
1134 // graph of VPBlockBase nodes...
1135 
1136 template <> struct GraphTraits<VPBlockBase *> {
1137   using NodeRef = VPBlockBase *;
1138   using ChildIteratorType = SmallVectorImpl<VPBlockBase *>::iterator;
1139 
1140   static NodeRef getEntryNode(NodeRef N) { return N; }
1141 
1142   static inline ChildIteratorType child_begin(NodeRef N) {
1143     return N->getSuccessors().begin();
1144   }
1145 
1146   static inline ChildIteratorType child_end(NodeRef N) {
1147     return N->getSuccessors().end();
1148   }
1149 };
1150 
1151 template <> struct GraphTraits<const VPBlockBase *> {
1152   using NodeRef = const VPBlockBase *;
1153   using ChildIteratorType = SmallVectorImpl<VPBlockBase *>::const_iterator;
1154 
1155   static NodeRef getEntryNode(NodeRef N) { return N; }
1156 
1157   static inline ChildIteratorType child_begin(NodeRef N) {
1158     return N->getSuccessors().begin();
1159   }
1160 
1161   static inline ChildIteratorType child_end(NodeRef N) {
1162     return N->getSuccessors().end();
1163   }
1164 };
1165 
1166 // Provide specializations of GraphTraits to be able to treat a VPBlockBase as a
1167 // graph of VPBlockBase nodes... and to walk it in inverse order. Inverse order
1168 // for a VPBlockBase is considered to be when traversing the predecessors of a
1169 // VPBlockBase instead of its successors.
1170 template <> struct GraphTraits<Inverse<VPBlockBase *>> {
1171   using NodeRef = VPBlockBase *;
1172   using ChildIteratorType = SmallVectorImpl<VPBlockBase *>::iterator;
1173 
1174   static Inverse<VPBlockBase *> getEntryNode(Inverse<VPBlockBase *> B) {
1175     return B;
1176   }
1177 
1178   static inline ChildIteratorType child_begin(NodeRef N) {
1179     return N->getPredecessors().begin();
1180   }
1181 
1182   static inline ChildIteratorType child_end(NodeRef N) {
1183     return N->getPredecessors().end();
1184   }
1185 };
1186 
1187 } // end namespace llvm
1188 
1189 #endif // LLVM_TRANSFORMS_VECTORIZE_VPLAN_H
1190