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 // The (re)use of existing LoopVectorize classes is subject to future VPlan 46 // refactoring. 47 namespace { 48 class LoopVectorizationLegality; 49 class LoopVectorizationCostModel; 50 } // namespace 51 52 namespace llvm { 53 54 class BasicBlock; 55 class DominatorTree; 56 class InnerLoopVectorizer; 57 class InterleaveGroup; 58 class LoopInfo; 59 class raw_ostream; 60 class Value; 61 class VPBasicBlock; 62 class VPRegionBlock; 63 64 /// In what follows, the term "input IR" refers to code that is fed into the 65 /// vectorizer whereas the term "output IR" refers to code that is generated by 66 /// the vectorizer. 67 68 /// VPIteration represents a single point in the iteration space of the output 69 /// (vectorized and/or unrolled) IR loop. 70 struct VPIteration { 71 /// in [0..UF) 72 unsigned Part; 73 74 /// in [0..VF) 75 unsigned Lane; 76 }; 77 78 /// This is a helper struct for maintaining vectorization state. It's used for 79 /// mapping values from the original loop to their corresponding values in 80 /// the new loop. Two mappings are maintained: one for vectorized values and 81 /// one for scalarized values. Vectorized values are represented with UF 82 /// vector values in the new loop, and scalarized values are represented with 83 /// UF x VF scalar values in the new loop. UF and VF are the unroll and 84 /// vectorization factors, respectively. 85 /// 86 /// Entries can be added to either map with setVectorValue and setScalarValue, 87 /// which assert that an entry was not already added before. If an entry is to 88 /// replace an existing one, call resetVectorValue and resetScalarValue. This is 89 /// currently needed to modify the mapped values during "fix-up" operations that 90 /// occur once the first phase of widening is complete. These operations include 91 /// type truncation and the second phase of recurrence widening. 92 /// 93 /// Entries from either map can be retrieved using the getVectorValue and 94 /// getScalarValue functions, which assert that the desired value exists. 95 struct VectorizerValueMap { 96 friend struct VPTransformState; 97 98 private: 99 /// The unroll factor. Each entry in the vector map contains UF vector values. 100 unsigned UF; 101 102 /// The vectorization factor. Each entry in the scalar map contains UF x VF 103 /// scalar values. 104 unsigned VF; 105 106 /// The vector and scalar map storage. We use std::map and not DenseMap 107 /// because insertions to DenseMap invalidate its iterators. 108 using VectorParts = SmallVector<Value *, 2>; 109 using ScalarParts = SmallVector<SmallVector<Value *, 4>, 2>; 110 std::map<Value *, VectorParts> VectorMapStorage; 111 std::map<Value *, ScalarParts> ScalarMapStorage; 112 113 public: 114 /// Construct an empty map with the given unroll and vectorization factors. 115 VectorizerValueMap(unsigned UF, unsigned VF) : UF(UF), VF(VF) {} 116 117 /// \return True if the map has any vector entry for \p Key. 118 bool hasAnyVectorValue(Value *Key) const { 119 return VectorMapStorage.count(Key); 120 } 121 122 /// \return True if the map has a vector entry for \p Key and \p Part. 123 bool hasVectorValue(Value *Key, unsigned Part) const { 124 assert(Part < UF && "Queried Vector Part is too large."); 125 if (!hasAnyVectorValue(Key)) 126 return false; 127 const VectorParts &Entry = VectorMapStorage.find(Key)->second; 128 assert(Entry.size() == UF && "VectorParts has wrong dimensions."); 129 return Entry[Part] != nullptr; 130 } 131 132 /// \return True if the map has any scalar entry for \p Key. 133 bool hasAnyScalarValue(Value *Key) const { 134 return ScalarMapStorage.count(Key); 135 } 136 137 /// \return True if the map has a scalar entry for \p Key and \p Instance. 138 bool hasScalarValue(Value *Key, const VPIteration &Instance) const { 139 assert(Instance.Part < UF && "Queried Scalar Part is too large."); 140 assert(Instance.Lane < VF && "Queried Scalar Lane is too large."); 141 if (!hasAnyScalarValue(Key)) 142 return false; 143 const ScalarParts &Entry = ScalarMapStorage.find(Key)->second; 144 assert(Entry.size() == UF && "ScalarParts has wrong dimensions."); 145 assert(Entry[Instance.Part].size() == VF && 146 "ScalarParts has wrong dimensions."); 147 return Entry[Instance.Part][Instance.Lane] != nullptr; 148 } 149 150 /// Retrieve the existing vector value that corresponds to \p Key and 151 /// \p Part. 152 Value *getVectorValue(Value *Key, unsigned Part) { 153 assert(hasVectorValue(Key, Part) && "Getting non-existent value."); 154 return VectorMapStorage[Key][Part]; 155 } 156 157 /// Retrieve the existing scalar value that corresponds to \p Key and 158 /// \p Instance. 159 Value *getScalarValue(Value *Key, const VPIteration &Instance) { 160 assert(hasScalarValue(Key, Instance) && "Getting non-existent value."); 161 return ScalarMapStorage[Key][Instance.Part][Instance.Lane]; 162 } 163 164 /// Set a vector value associated with \p Key and \p Part. Assumes such a 165 /// value is not already set. If it is, use resetVectorValue() instead. 166 void setVectorValue(Value *Key, unsigned Part, Value *Vector) { 167 assert(!hasVectorValue(Key, Part) && "Vector value already set for part"); 168 if (!VectorMapStorage.count(Key)) { 169 VectorParts Entry(UF); 170 VectorMapStorage[Key] = Entry; 171 } 172 VectorMapStorage[Key][Part] = Vector; 173 } 174 175 /// Set a scalar value associated with \p Key and \p Instance. Assumes such a 176 /// value is not already set. 177 void setScalarValue(Value *Key, const VPIteration &Instance, Value *Scalar) { 178 assert(!hasScalarValue(Key, Instance) && "Scalar value already set"); 179 if (!ScalarMapStorage.count(Key)) { 180 ScalarParts Entry(UF); 181 // TODO: Consider storing uniform values only per-part, as they occupy 182 // lane 0 only, keeping the other VF-1 redundant entries null. 183 for (unsigned Part = 0; Part < UF; ++Part) 184 Entry[Part].resize(VF, nullptr); 185 ScalarMapStorage[Key] = Entry; 186 } 187 ScalarMapStorage[Key][Instance.Part][Instance.Lane] = Scalar; 188 } 189 190 /// Reset the vector value associated with \p Key for the given \p Part. 191 /// This function can be used to update values that have already been 192 /// vectorized. This is the case for "fix-up" operations including type 193 /// truncation and the second phase of recurrence vectorization. 194 void resetVectorValue(Value *Key, unsigned Part, Value *Vector) { 195 assert(hasVectorValue(Key, Part) && "Vector value not set for part"); 196 VectorMapStorage[Key][Part] = Vector; 197 } 198 199 /// Reset the scalar value associated with \p Key for \p Part and \p Lane. 200 /// This function can be used to update values that have already been 201 /// scalarized. This is the case for "fix-up" operations including scalar phi 202 /// nodes for scalarized and predicated instructions. 203 void resetScalarValue(Value *Key, const VPIteration &Instance, 204 Value *Scalar) { 205 assert(hasScalarValue(Key, Instance) && 206 "Scalar value not set for part and lane"); 207 ScalarMapStorage[Key][Instance.Part][Instance.Lane] = Scalar; 208 } 209 }; 210 211 /// This class is used to enable the VPlan to invoke a method of ILV. This is 212 /// needed until the method is refactored out of ILV and becomes reusable. 213 struct VPCallback { 214 virtual ~VPCallback() {} 215 virtual Value *getOrCreateVectorValues(Value *V, unsigned Part) = 0; 216 }; 217 218 /// VPTransformState holds information passed down when "executing" a VPlan, 219 /// needed for generating the output IR. 220 struct VPTransformState { 221 VPTransformState(unsigned VF, unsigned UF, LoopInfo *LI, DominatorTree *DT, 222 IRBuilder<> &Builder, VectorizerValueMap &ValueMap, 223 InnerLoopVectorizer *ILV, VPCallback &Callback) 224 : VF(VF), UF(UF), Instance(), LI(LI), DT(DT), Builder(Builder), 225 ValueMap(ValueMap), ILV(ILV), Callback(Callback) {} 226 227 /// The chosen Vectorization and Unroll Factors of the loop being vectorized. 228 unsigned VF; 229 unsigned UF; 230 231 /// Hold the indices to generate specific scalar instructions. Null indicates 232 /// that all instances are to be generated, using either scalar or vector 233 /// instructions. 234 Optional<VPIteration> Instance; 235 236 struct DataState { 237 /// A type for vectorized values in the new loop. Each value from the 238 /// original loop, when vectorized, is represented by UF vector values in 239 /// the new unrolled loop, where UF is the unroll factor. 240 typedef SmallVector<Value *, 2> PerPartValuesTy; 241 242 DenseMap<VPValue *, PerPartValuesTy> PerPartOutput; 243 } Data; 244 245 /// Get the generated Value for a given VPValue and a given Part. Note that 246 /// as some Defs are still created by ILV and managed in its ValueMap, this 247 /// method will delegate the call to ILV in such cases in order to provide 248 /// callers a consistent API. 249 /// \see set. 250 Value *get(VPValue *Def, unsigned Part) { 251 // If Values have been set for this Def return the one relevant for \p Part. 252 if (Data.PerPartOutput.count(Def)) 253 return Data.PerPartOutput[Def][Part]; 254 // Def is managed by ILV: bring the Values from ValueMap. 255 return Callback.getOrCreateVectorValues(VPValue2Value[Def], Part); 256 } 257 258 /// Set the generated Value for a given VPValue and a given Part. 259 void set(VPValue *Def, Value *V, unsigned Part) { 260 if (!Data.PerPartOutput.count(Def)) { 261 DataState::PerPartValuesTy Entry(UF); 262 Data.PerPartOutput[Def] = Entry; 263 } 264 Data.PerPartOutput[Def][Part] = V; 265 } 266 267 /// Hold state information used when constructing the CFG of the output IR, 268 /// traversing the VPBasicBlocks and generating corresponding IR BasicBlocks. 269 struct CFGState { 270 /// The previous VPBasicBlock visited. Initially set to null. 271 VPBasicBlock *PrevVPBB = nullptr; 272 273 /// The previous IR BasicBlock created or used. Initially set to the new 274 /// header BasicBlock. 275 BasicBlock *PrevBB = nullptr; 276 277 /// The last IR BasicBlock in the output IR. Set to the new latch 278 /// BasicBlock, used for placing the newly created BasicBlocks. 279 BasicBlock *LastBB = nullptr; 280 281 /// A mapping of each VPBasicBlock to the corresponding BasicBlock. In case 282 /// of replication, maps the BasicBlock of the last replica created. 283 SmallDenseMap<VPBasicBlock *, BasicBlock *> VPBB2IRBB; 284 285 CFGState() = default; 286 } CFG; 287 288 /// Hold a pointer to LoopInfo to register new basic blocks in the loop. 289 LoopInfo *LI; 290 291 /// Hold a pointer to Dominator Tree to register new basic blocks in the loop. 292 DominatorTree *DT; 293 294 /// Hold a reference to the IRBuilder used to generate output IR code. 295 IRBuilder<> &Builder; 296 297 /// Hold a reference to the Value state information used when generating the 298 /// Values of the output IR. 299 VectorizerValueMap &ValueMap; 300 301 /// Hold a reference to a mapping between VPValues in VPlan and original 302 /// Values they correspond to. 303 VPValue2ValueTy VPValue2Value; 304 305 /// Hold a pointer to InnerLoopVectorizer to reuse its IR generation methods. 306 InnerLoopVectorizer *ILV; 307 308 VPCallback &Callback; 309 }; 310 311 /// VPBlockBase is the building block of the Hierarchical Control-Flow Graph. 312 /// A VPBlockBase can be either a VPBasicBlock or a VPRegionBlock. 313 class VPBlockBase { 314 private: 315 const unsigned char SubclassID; ///< Subclass identifier (for isa/dyn_cast). 316 317 /// An optional name for the block. 318 std::string Name; 319 320 /// The immediate VPRegionBlock which this VPBlockBase belongs to, or null if 321 /// it is a topmost VPBlockBase. 322 VPRegionBlock *Parent = nullptr; 323 324 /// List of predecessor blocks. 325 SmallVector<VPBlockBase *, 1> Predecessors; 326 327 /// List of successor blocks. 328 SmallVector<VPBlockBase *, 1> Successors; 329 330 /// Add \p Successor as the last successor to this block. 331 void appendSuccessor(VPBlockBase *Successor) { 332 assert(Successor && "Cannot add nullptr successor!"); 333 Successors.push_back(Successor); 334 } 335 336 /// Add \p Predecessor as the last predecessor to this block. 337 void appendPredecessor(VPBlockBase *Predecessor) { 338 assert(Predecessor && "Cannot add nullptr predecessor!"); 339 Predecessors.push_back(Predecessor); 340 } 341 342 /// Remove \p Predecessor from the predecessors of this block. 343 void removePredecessor(VPBlockBase *Predecessor) { 344 auto Pos = std::find(Predecessors.begin(), Predecessors.end(), Predecessor); 345 assert(Pos && "Predecessor does not exist"); 346 Predecessors.erase(Pos); 347 } 348 349 /// Remove \p Successor from the successors of this block. 350 void removeSuccessor(VPBlockBase *Successor) { 351 auto Pos = std::find(Successors.begin(), Successors.end(), Successor); 352 assert(Pos && "Successor does not exist"); 353 Successors.erase(Pos); 354 } 355 356 protected: 357 VPBlockBase(const unsigned char SC, const std::string &N) 358 : SubclassID(SC), Name(N) {} 359 360 public: 361 /// An enumeration for keeping track of the concrete subclass of VPBlockBase 362 /// that are actually instantiated. Values of this enumeration are kept in the 363 /// SubclassID field of the VPBlockBase objects. They are used for concrete 364 /// type identification. 365 using VPBlockTy = enum { VPBasicBlockSC, VPRegionBlockSC }; 366 367 using VPBlocksTy = SmallVectorImpl<VPBlockBase *>; 368 369 virtual ~VPBlockBase() = default; 370 371 const std::string &getName() const { return Name; } 372 373 void setName(const Twine &newName) { Name = newName.str(); } 374 375 /// \return an ID for the concrete type of this object. 376 /// This is used to implement the classof checks. This should not be used 377 /// for any other purpose, as the values may change as LLVM evolves. 378 unsigned getVPBlockID() const { return SubclassID; } 379 380 const VPRegionBlock *getParent() const { return Parent; } 381 382 void setParent(VPRegionBlock *P) { Parent = P; } 383 384 /// \return the VPBasicBlock that is the entry of this VPBlockBase, 385 /// recursively, if the latter is a VPRegionBlock. Otherwise, if this 386 /// VPBlockBase is a VPBasicBlock, it is returned. 387 const VPBasicBlock *getEntryBasicBlock() const; 388 VPBasicBlock *getEntryBasicBlock(); 389 390 /// \return the VPBasicBlock that is the exit of this VPBlockBase, 391 /// recursively, if the latter is a VPRegionBlock. Otherwise, if this 392 /// VPBlockBase is a VPBasicBlock, it is returned. 393 const VPBasicBlock *getExitBasicBlock() const; 394 VPBasicBlock *getExitBasicBlock(); 395 396 const VPBlocksTy &getSuccessors() const { return Successors; } 397 VPBlocksTy &getSuccessors() { return Successors; } 398 399 const VPBlocksTy &getPredecessors() const { return Predecessors; } 400 VPBlocksTy &getPredecessors() { return Predecessors; } 401 402 /// \return the successor of this VPBlockBase if it has a single successor. 403 /// Otherwise return a null pointer. 404 VPBlockBase *getSingleSuccessor() const { 405 return (Successors.size() == 1 ? *Successors.begin() : nullptr); 406 } 407 408 /// \return the predecessor of this VPBlockBase if it has a single 409 /// predecessor. Otherwise return a null pointer. 410 VPBlockBase *getSinglePredecessor() const { 411 return (Predecessors.size() == 1 ? *Predecessors.begin() : nullptr); 412 } 413 414 /// An Enclosing Block of a block B is any block containing B, including B 415 /// itself. \return the closest enclosing block starting from "this", which 416 /// has successors. \return the root enclosing block if all enclosing blocks 417 /// have no successors. 418 VPBlockBase *getEnclosingBlockWithSuccessors(); 419 420 /// \return the closest enclosing block starting from "this", which has 421 /// predecessors. \return the root enclosing block if all enclosing blocks 422 /// have no predecessors. 423 VPBlockBase *getEnclosingBlockWithPredecessors(); 424 425 /// \return the successors either attached directly to this VPBlockBase or, if 426 /// this VPBlockBase is the exit block of a VPRegionBlock and has no 427 /// successors of its own, search recursively for the first enclosing 428 /// VPRegionBlock that has successors and return them. If no such 429 /// VPRegionBlock exists, return the (empty) successors of the topmost 430 /// VPBlockBase reached. 431 const VPBlocksTy &getHierarchicalSuccessors() { 432 return getEnclosingBlockWithSuccessors()->getSuccessors(); 433 } 434 435 /// \return the hierarchical successor of this VPBlockBase if it has a single 436 /// hierarchical successor. Otherwise return a null pointer. 437 VPBlockBase *getSingleHierarchicalSuccessor() { 438 return getEnclosingBlockWithSuccessors()->getSingleSuccessor(); 439 } 440 441 /// \return the predecessors either attached directly to this VPBlockBase or, 442 /// if this VPBlockBase is the entry block of a VPRegionBlock and has no 443 /// predecessors of its own, search recursively for the first enclosing 444 /// VPRegionBlock that has predecessors and return them. If no such 445 /// VPRegionBlock exists, return the (empty) predecessors of the topmost 446 /// VPBlockBase reached. 447 const VPBlocksTy &getHierarchicalPredecessors() { 448 return getEnclosingBlockWithPredecessors()->getPredecessors(); 449 } 450 451 /// \return the hierarchical predecessor of this VPBlockBase if it has a 452 /// single hierarchical predecessor. Otherwise return a null pointer. 453 VPBlockBase *getSingleHierarchicalPredecessor() { 454 return getEnclosingBlockWithPredecessors()->getSinglePredecessor(); 455 } 456 457 /// Sets a given VPBlockBase \p Successor as the single successor and \return 458 /// \p Successor. The parent of this Block is copied to be the parent of 459 /// \p Successor. 460 VPBlockBase *setOneSuccessor(VPBlockBase *Successor) { 461 assert(Successors.empty() && "Setting one successor when others exist."); 462 appendSuccessor(Successor); 463 Successor->appendPredecessor(this); 464 Successor->Parent = Parent; 465 return Successor; 466 } 467 468 /// Sets two given VPBlockBases \p IfTrue and \p IfFalse to be the two 469 /// successors. The parent of this Block is copied to be the parent of both 470 /// \p IfTrue and \p IfFalse. 471 void setTwoSuccessors(VPBlockBase *IfTrue, VPBlockBase *IfFalse) { 472 assert(Successors.empty() && "Setting two successors when others exist."); 473 appendSuccessor(IfTrue); 474 appendSuccessor(IfFalse); 475 IfTrue->appendPredecessor(this); 476 IfFalse->appendPredecessor(this); 477 IfTrue->Parent = Parent; 478 IfFalse->Parent = Parent; 479 } 480 481 void disconnectSuccessor(VPBlockBase *Successor) { 482 assert(Successor && "Successor to disconnect is null."); 483 removeSuccessor(Successor); 484 Successor->removePredecessor(this); 485 } 486 487 /// The method which generates the output IR that correspond to this 488 /// VPBlockBase, thereby "executing" the VPlan. 489 virtual void execute(struct VPTransformState *State) = 0; 490 491 /// Delete all blocks reachable from a given VPBlockBase, inclusive. 492 static void deleteCFG(VPBlockBase *Entry); 493 }; 494 495 /// VPRecipeBase is a base class modeling a sequence of one or more output IR 496 /// instructions. 497 class VPRecipeBase : public ilist_node_with_parent<VPRecipeBase, VPBasicBlock> { 498 friend VPBasicBlock; 499 500 private: 501 const unsigned char SubclassID; ///< Subclass identifier (for isa/dyn_cast). 502 503 /// Each VPRecipe belongs to a single VPBasicBlock. 504 VPBasicBlock *Parent = nullptr; 505 506 public: 507 /// An enumeration for keeping track of the concrete subclass of VPRecipeBase 508 /// that is actually instantiated. Values of this enumeration are kept in the 509 /// SubclassID field of the VPRecipeBase objects. They are used for concrete 510 /// type identification. 511 using VPRecipeTy = enum { 512 VPBlendSC, 513 VPBranchOnMaskSC, 514 VPInstructionSC, 515 VPInterleaveSC, 516 VPPredInstPHISC, 517 VPReplicateSC, 518 VPWidenIntOrFpInductionSC, 519 VPWidenMemoryInstructionSC, 520 VPWidenPHISC, 521 VPWidenSC, 522 }; 523 524 VPRecipeBase(const unsigned char SC) : SubclassID(SC) {} 525 virtual ~VPRecipeBase() = default; 526 527 /// \return an ID for the concrete type of this object. 528 /// This is used to implement the classof checks. This should not be used 529 /// for any other purpose, as the values may change as LLVM evolves. 530 unsigned getVPRecipeID() const { return SubclassID; } 531 532 /// \return the VPBasicBlock which this VPRecipe belongs to. 533 VPBasicBlock *getParent() { return Parent; } 534 const VPBasicBlock *getParent() const { return Parent; } 535 536 /// The method which generates the output IR instructions that correspond to 537 /// this VPRecipe, thereby "executing" the VPlan. 538 virtual void execute(struct VPTransformState &State) = 0; 539 540 /// Each recipe prints itself. 541 virtual void print(raw_ostream &O, const Twine &Indent) const = 0; 542 }; 543 544 /// This is a concrete Recipe that models a single VPlan-level instruction. 545 /// While as any Recipe it may generate a sequence of IR instructions when 546 /// executed, these instructions would always form a single-def expression as 547 /// the VPInstruction is also a single def-use vertex. 548 class VPInstruction : public VPUser, public VPRecipeBase { 549 public: 550 /// VPlan opcodes, extending LLVM IR with idiomatics instructions. 551 enum { Not = Instruction::OtherOpsEnd + 1 }; 552 553 private: 554 typedef unsigned char OpcodeTy; 555 OpcodeTy Opcode; 556 557 /// Utility method serving execute(): generates a single instance of the 558 /// modeled instruction. 559 void generateInstruction(VPTransformState &State, unsigned Part); 560 561 public: 562 VPInstruction(unsigned Opcode, std::initializer_list<VPValue *> Operands) 563 : VPUser(VPValue::VPInstructionSC, Operands), 564 VPRecipeBase(VPRecipeBase::VPInstructionSC), Opcode(Opcode) {} 565 566 /// Method to support type inquiry through isa, cast, and dyn_cast. 567 static inline bool classof(const VPValue *V) { 568 return V->getVPValueID() == VPValue::VPInstructionSC; 569 } 570 571 /// Method to support type inquiry through isa, cast, and dyn_cast. 572 static inline bool classof(const VPRecipeBase *R) { 573 return R->getVPRecipeID() == VPRecipeBase::VPInstructionSC; 574 } 575 576 unsigned getOpcode() const { return Opcode; } 577 578 /// Generate the instruction. 579 /// TODO: We currently execute only per-part unless a specific instance is 580 /// provided. 581 void execute(VPTransformState &State) override; 582 583 /// Print the Recipe. 584 void print(raw_ostream &O, const Twine &Indent) const override; 585 586 /// Print the VPInstruction. 587 void print(raw_ostream &O) const; 588 }; 589 590 /// VPWidenRecipe is a recipe for producing a copy of vector type for each 591 /// Instruction in its ingredients independently, in order. This recipe covers 592 /// most of the traditional vectorization cases where each ingredient transforms 593 /// into a vectorized version of itself. 594 class VPWidenRecipe : public VPRecipeBase { 595 private: 596 /// Hold the ingredients by pointing to their original BasicBlock location. 597 BasicBlock::iterator Begin; 598 BasicBlock::iterator End; 599 600 public: 601 VPWidenRecipe(Instruction *I) : VPRecipeBase(VPWidenSC) { 602 End = I->getIterator(); 603 Begin = End++; 604 } 605 606 ~VPWidenRecipe() override = default; 607 608 /// Method to support type inquiry through isa, cast, and dyn_cast. 609 static inline bool classof(const VPRecipeBase *V) { 610 return V->getVPRecipeID() == VPRecipeBase::VPWidenSC; 611 } 612 613 /// Produce widened copies of all Ingredients. 614 void execute(VPTransformState &State) override; 615 616 /// Augment the recipe to include Instr, if it lies at its End. 617 bool appendInstruction(Instruction *Instr) { 618 if (End != Instr->getIterator()) 619 return false; 620 End++; 621 return true; 622 } 623 624 /// Print the recipe. 625 void print(raw_ostream &O, const Twine &Indent) const override; 626 }; 627 628 /// A recipe for handling phi nodes of integer and floating-point inductions, 629 /// producing their vector and scalar values. 630 class VPWidenIntOrFpInductionRecipe : public VPRecipeBase { 631 private: 632 PHINode *IV; 633 TruncInst *Trunc; 634 635 public: 636 VPWidenIntOrFpInductionRecipe(PHINode *IV, TruncInst *Trunc = nullptr) 637 : VPRecipeBase(VPWidenIntOrFpInductionSC), IV(IV), Trunc(Trunc) {} 638 ~VPWidenIntOrFpInductionRecipe() override = default; 639 640 /// Method to support type inquiry through isa, cast, and dyn_cast. 641 static inline bool classof(const VPRecipeBase *V) { 642 return V->getVPRecipeID() == VPRecipeBase::VPWidenIntOrFpInductionSC; 643 } 644 645 /// Generate the vectorized and scalarized versions of the phi node as 646 /// needed by their users. 647 void execute(VPTransformState &State) override; 648 649 /// Print the recipe. 650 void print(raw_ostream &O, const Twine &Indent) const override; 651 }; 652 653 /// A recipe for handling all phi nodes except for integer and FP inductions. 654 class VPWidenPHIRecipe : public VPRecipeBase { 655 private: 656 PHINode *Phi; 657 658 public: 659 VPWidenPHIRecipe(PHINode *Phi) : VPRecipeBase(VPWidenPHISC), Phi(Phi) {} 660 ~VPWidenPHIRecipe() override = default; 661 662 /// Method to support type inquiry through isa, cast, and dyn_cast. 663 static inline bool classof(const VPRecipeBase *V) { 664 return V->getVPRecipeID() == VPRecipeBase::VPWidenPHISC; 665 } 666 667 /// Generate the phi/select nodes. 668 void execute(VPTransformState &State) override; 669 670 /// Print the recipe. 671 void print(raw_ostream &O, const Twine &Indent) const override; 672 }; 673 674 /// A recipe for vectorizing a phi-node as a sequence of mask-based select 675 /// instructions. 676 class VPBlendRecipe : public VPRecipeBase { 677 private: 678 PHINode *Phi; 679 680 /// The blend operation is a User of a mask, if not null. 681 std::unique_ptr<VPUser> User; 682 683 public: 684 VPBlendRecipe(PHINode *Phi, ArrayRef<VPValue *> Masks) 685 : VPRecipeBase(VPBlendSC), Phi(Phi) { 686 assert((Phi->getNumIncomingValues() == 1 || 687 Phi->getNumIncomingValues() == Masks.size()) && 688 "Expected the same number of incoming values and masks"); 689 if (!Masks.empty()) 690 User.reset(new VPUser(Masks)); 691 } 692 693 /// Method to support type inquiry through isa, cast, and dyn_cast. 694 static inline bool classof(const VPRecipeBase *V) { 695 return V->getVPRecipeID() == VPRecipeBase::VPBlendSC; 696 } 697 698 /// Generate the phi/select nodes. 699 void execute(VPTransformState &State) override; 700 701 /// Print the recipe. 702 void print(raw_ostream &O, const Twine &Indent) const override; 703 }; 704 705 /// VPInterleaveRecipe is a recipe for transforming an interleave group of load 706 /// or stores into one wide load/store and shuffles. 707 class VPInterleaveRecipe : public VPRecipeBase { 708 private: 709 const InterleaveGroup *IG; 710 711 public: 712 VPInterleaveRecipe(const InterleaveGroup *IG) 713 : VPRecipeBase(VPInterleaveSC), IG(IG) {} 714 ~VPInterleaveRecipe() override = default; 715 716 /// Method to support type inquiry through isa, cast, and dyn_cast. 717 static inline bool classof(const VPRecipeBase *V) { 718 return V->getVPRecipeID() == VPRecipeBase::VPInterleaveSC; 719 } 720 721 /// Generate the wide load or store, and shuffles. 722 void execute(VPTransformState &State) override; 723 724 /// Print the recipe. 725 void print(raw_ostream &O, const Twine &Indent) const override; 726 727 const InterleaveGroup *getInterleaveGroup() { return IG; } 728 }; 729 730 /// VPReplicateRecipe replicates a given instruction producing multiple scalar 731 /// copies of the original scalar type, one per lane, instead of producing a 732 /// single copy of widened type for all lanes. If the instruction is known to be 733 /// uniform only one copy, per lane zero, will be generated. 734 class VPReplicateRecipe : public VPRecipeBase { 735 private: 736 /// The instruction being replicated. 737 Instruction *Ingredient; 738 739 /// Indicator if only a single replica per lane is needed. 740 bool IsUniform; 741 742 /// Indicator if the replicas are also predicated. 743 bool IsPredicated; 744 745 /// Indicator if the scalar values should also be packed into a vector. 746 bool AlsoPack; 747 748 public: 749 VPReplicateRecipe(Instruction *I, bool IsUniform, bool IsPredicated = false) 750 : VPRecipeBase(VPReplicateSC), Ingredient(I), IsUniform(IsUniform), 751 IsPredicated(IsPredicated) { 752 // Retain the previous behavior of predicateInstructions(), where an 753 // insert-element of a predicated instruction got hoisted into the 754 // predicated basic block iff it was its only user. This is achieved by 755 // having predicated instructions also pack their values into a vector by 756 // default unless they have a replicated user which uses their scalar value. 757 AlsoPack = IsPredicated && !I->use_empty(); 758 } 759 760 ~VPReplicateRecipe() override = default; 761 762 /// Method to support type inquiry through isa, cast, and dyn_cast. 763 static inline bool classof(const VPRecipeBase *V) { 764 return V->getVPRecipeID() == VPRecipeBase::VPReplicateSC; 765 } 766 767 /// Generate replicas of the desired Ingredient. Replicas will be generated 768 /// for all parts and lanes unless a specific part and lane are specified in 769 /// the \p State. 770 void execute(VPTransformState &State) override; 771 772 void setAlsoPack(bool Pack) { AlsoPack = Pack; } 773 774 /// Print the recipe. 775 void print(raw_ostream &O, const Twine &Indent) const override; 776 }; 777 778 /// A recipe for generating conditional branches on the bits of a mask. 779 class VPBranchOnMaskRecipe : public VPRecipeBase { 780 private: 781 std::unique_ptr<VPUser> User; 782 783 public: 784 VPBranchOnMaskRecipe(VPValue *BlockInMask) : VPRecipeBase(VPBranchOnMaskSC) { 785 if (BlockInMask) // nullptr means all-one mask. 786 User.reset(new VPUser({BlockInMask})); 787 } 788 789 /// Method to support type inquiry through isa, cast, and dyn_cast. 790 static inline bool classof(const VPRecipeBase *V) { 791 return V->getVPRecipeID() == VPRecipeBase::VPBranchOnMaskSC; 792 } 793 794 /// Generate the extraction of the appropriate bit from the block mask and the 795 /// conditional branch. 796 void execute(VPTransformState &State) override; 797 798 /// Print the recipe. 799 void print(raw_ostream &O, const Twine &Indent) const override { 800 O << " +\n" << Indent << "\"BRANCH-ON-MASK "; 801 if (User) 802 O << *User->getOperand(0); 803 else 804 O << " All-One"; 805 O << "\\l\""; 806 } 807 }; 808 809 /// VPPredInstPHIRecipe is a recipe for generating the phi nodes needed when 810 /// control converges back from a Branch-on-Mask. The phi nodes are needed in 811 /// order to merge values that are set under such a branch and feed their uses. 812 /// The phi nodes can be scalar or vector depending on the users of the value. 813 /// This recipe works in concert with VPBranchOnMaskRecipe. 814 class VPPredInstPHIRecipe : public VPRecipeBase { 815 private: 816 Instruction *PredInst; 817 818 public: 819 /// Construct a VPPredInstPHIRecipe given \p PredInst whose value needs a phi 820 /// nodes after merging back from a Branch-on-Mask. 821 VPPredInstPHIRecipe(Instruction *PredInst) 822 : VPRecipeBase(VPPredInstPHISC), PredInst(PredInst) {} 823 ~VPPredInstPHIRecipe() override = default; 824 825 /// Method to support type inquiry through isa, cast, and dyn_cast. 826 static inline bool classof(const VPRecipeBase *V) { 827 return V->getVPRecipeID() == VPRecipeBase::VPPredInstPHISC; 828 } 829 830 /// Generates phi nodes for live-outs as needed to retain SSA form. 831 void execute(VPTransformState &State) override; 832 833 /// Print the recipe. 834 void print(raw_ostream &O, const Twine &Indent) const override; 835 }; 836 837 /// A Recipe for widening load/store operations. 838 /// TODO: We currently execute only per-part unless a specific instance is 839 /// provided. 840 class VPWidenMemoryInstructionRecipe : public VPRecipeBase { 841 private: 842 Instruction &Instr; 843 std::unique_ptr<VPUser> User; 844 845 public: 846 VPWidenMemoryInstructionRecipe(Instruction &Instr, VPValue *Mask) 847 : VPRecipeBase(VPWidenMemoryInstructionSC), Instr(Instr) { 848 if (Mask) // Create a VPInstruction to register as a user of the mask. 849 User.reset(new VPUser({Mask})); 850 } 851 852 /// Method to support type inquiry through isa, cast, and dyn_cast. 853 static inline bool classof(const VPRecipeBase *V) { 854 return V->getVPRecipeID() == VPRecipeBase::VPWidenMemoryInstructionSC; 855 } 856 857 /// Generate the wide load/store. 858 void execute(VPTransformState &State) override; 859 860 /// Print the recipe. 861 void print(raw_ostream &O, const Twine &Indent) const override; 862 }; 863 864 /// VPBasicBlock serves as the leaf of the Hierarchical Control-Flow Graph. It 865 /// holds a sequence of zero or more VPRecipe's each representing a sequence of 866 /// output IR instructions. 867 class VPBasicBlock : public VPBlockBase { 868 public: 869 using RecipeListTy = iplist<VPRecipeBase>; 870 871 private: 872 /// The VPRecipes held in the order of output instructions to generate. 873 RecipeListTy Recipes; 874 875 public: 876 VPBasicBlock(const Twine &Name = "", VPRecipeBase *Recipe = nullptr) 877 : VPBlockBase(VPBasicBlockSC, Name.str()) { 878 if (Recipe) 879 appendRecipe(Recipe); 880 } 881 882 ~VPBasicBlock() override { Recipes.clear(); } 883 884 /// Instruction iterators... 885 using iterator = RecipeListTy::iterator; 886 using const_iterator = RecipeListTy::const_iterator; 887 using reverse_iterator = RecipeListTy::reverse_iterator; 888 using const_reverse_iterator = RecipeListTy::const_reverse_iterator; 889 890 //===--------------------------------------------------------------------===// 891 /// Recipe iterator methods 892 /// 893 inline iterator begin() { return Recipes.begin(); } 894 inline const_iterator begin() const { return Recipes.begin(); } 895 inline iterator end() { return Recipes.end(); } 896 inline const_iterator end() const { return Recipes.end(); } 897 898 inline reverse_iterator rbegin() { return Recipes.rbegin(); } 899 inline const_reverse_iterator rbegin() const { return Recipes.rbegin(); } 900 inline reverse_iterator rend() { return Recipes.rend(); } 901 inline const_reverse_iterator rend() const { return Recipes.rend(); } 902 903 inline size_t size() const { return Recipes.size(); } 904 inline bool empty() const { return Recipes.empty(); } 905 inline const VPRecipeBase &front() const { return Recipes.front(); } 906 inline VPRecipeBase &front() { return Recipes.front(); } 907 inline const VPRecipeBase &back() const { return Recipes.back(); } 908 inline VPRecipeBase &back() { return Recipes.back(); } 909 910 /// \brief Returns a pointer to a member of the recipe list. 911 static RecipeListTy VPBasicBlock::*getSublistAccess(VPRecipeBase *) { 912 return &VPBasicBlock::Recipes; 913 } 914 915 /// Method to support type inquiry through isa, cast, and dyn_cast. 916 static inline bool classof(const VPBlockBase *V) { 917 return V->getVPBlockID() == VPBlockBase::VPBasicBlockSC; 918 } 919 920 void insert(VPRecipeBase *Recipe, iterator InsertPt) { 921 assert(Recipe && "No recipe to append."); 922 assert(!Recipe->Parent && "Recipe already in VPlan"); 923 Recipe->Parent = this; 924 Recipes.insert(InsertPt, Recipe); 925 } 926 927 /// Augment the existing recipes of a VPBasicBlock with an additional 928 /// \p Recipe as the last recipe. 929 void appendRecipe(VPRecipeBase *Recipe) { insert(Recipe, end()); } 930 931 /// The method which generates the output IR instructions that correspond to 932 /// this VPBasicBlock, thereby "executing" the VPlan. 933 void execute(struct VPTransformState *State) override; 934 935 private: 936 /// Create an IR BasicBlock to hold the output instructions generated by this 937 /// VPBasicBlock, and return it. Update the CFGState accordingly. 938 BasicBlock *createEmptyBasicBlock(VPTransformState::CFGState &CFG); 939 }; 940 941 /// VPRegionBlock represents a collection of VPBasicBlocks and VPRegionBlocks 942 /// which form a Single-Entry-Single-Exit subgraph of the output IR CFG. 943 /// A VPRegionBlock may indicate that its contents are to be replicated several 944 /// times. This is designed to support predicated scalarization, in which a 945 /// scalar if-then code structure needs to be generated VF * UF times. Having 946 /// this replication indicator helps to keep a single model for multiple 947 /// candidate VF's. The actual replication takes place only once the desired VF 948 /// and UF have been determined. 949 class VPRegionBlock : public VPBlockBase { 950 private: 951 /// Hold the Single Entry of the SESE region modelled by the VPRegionBlock. 952 VPBlockBase *Entry; 953 954 /// Hold the Single Exit of the SESE region modelled by the VPRegionBlock. 955 VPBlockBase *Exit; 956 957 /// An indicator whether this region is to generate multiple replicated 958 /// instances of output IR corresponding to its VPBlockBases. 959 bool IsReplicator; 960 961 public: 962 VPRegionBlock(VPBlockBase *Entry, VPBlockBase *Exit, 963 const std::string &Name = "", bool IsReplicator = false) 964 : VPBlockBase(VPRegionBlockSC, Name), Entry(Entry), Exit(Exit), 965 IsReplicator(IsReplicator) { 966 assert(Entry->getPredecessors().empty() && "Entry block has predecessors."); 967 assert(Exit->getSuccessors().empty() && "Exit block has successors."); 968 Entry->setParent(this); 969 Exit->setParent(this); 970 } 971 972 ~VPRegionBlock() override { 973 if (Entry) 974 deleteCFG(Entry); 975 } 976 977 /// Method to support type inquiry through isa, cast, and dyn_cast. 978 static inline bool classof(const VPBlockBase *V) { 979 return V->getVPBlockID() == VPBlockBase::VPRegionBlockSC; 980 } 981 982 const VPBlockBase *getEntry() const { return Entry; } 983 VPBlockBase *getEntry() { return Entry; } 984 985 const VPBlockBase *getExit() const { return Exit; } 986 VPBlockBase *getExit() { return Exit; } 987 988 /// An indicator whether this region is to generate multiple replicated 989 /// instances of output IR corresponding to its VPBlockBases. 990 bool isReplicator() const { return IsReplicator; } 991 992 /// The method which generates the output IR instructions that correspond to 993 /// this VPRegionBlock, thereby "executing" the VPlan. 994 void execute(struct VPTransformState *State) override; 995 }; 996 997 /// VPlan models a candidate for vectorization, encoding various decisions take 998 /// to produce efficient output IR, including which branches, basic-blocks and 999 /// output IR instructions to generate, and their cost. VPlan holds a 1000 /// Hierarchical-CFG of VPBasicBlocks and VPRegionBlocks rooted at an Entry 1001 /// VPBlock. 1002 class VPlan { 1003 friend class VPlanPrinter; 1004 1005 private: 1006 /// Hold the single entry to the Hierarchical CFG of the VPlan. 1007 VPBlockBase *Entry; 1008 1009 /// Holds the VFs applicable to this VPlan. 1010 SmallSet<unsigned, 2> VFs; 1011 1012 /// Holds the name of the VPlan, for printing. 1013 std::string Name; 1014 1015 /// Holds a mapping between Values and their corresponding VPValue inside 1016 /// VPlan. 1017 Value2VPValueTy Value2VPValue; 1018 1019 public: 1020 VPlan(VPBlockBase *Entry = nullptr) : Entry(Entry) {} 1021 1022 ~VPlan() { 1023 if (Entry) 1024 VPBlockBase::deleteCFG(Entry); 1025 for (auto &MapEntry : Value2VPValue) 1026 delete MapEntry.second; 1027 } 1028 1029 /// Generate the IR code for this VPlan. 1030 void execute(struct VPTransformState *State); 1031 1032 VPBlockBase *getEntry() { return Entry; } 1033 const VPBlockBase *getEntry() const { return Entry; } 1034 1035 VPBlockBase *setEntry(VPBlockBase *Block) { return Entry = Block; } 1036 1037 void addVF(unsigned VF) { VFs.insert(VF); } 1038 1039 bool hasVF(unsigned VF) { return VFs.count(VF); } 1040 1041 const std::string &getName() const { return Name; } 1042 1043 void setName(const Twine &newName) { Name = newName.str(); } 1044 1045 void addVPValue(Value *V) { 1046 assert(V && "Trying to add a null Value to VPlan"); 1047 assert(!Value2VPValue.count(V) && "Value already exists in VPlan"); 1048 Value2VPValue[V] = new VPValue(); 1049 } 1050 1051 VPValue *getVPValue(Value *V) { 1052 assert(V && "Trying to get the VPValue of a null Value"); 1053 assert(Value2VPValue.count(V) && "Value does not exist in VPlan"); 1054 return Value2VPValue[V]; 1055 } 1056 1057 private: 1058 /// Add to the given dominator tree the header block and every new basic block 1059 /// that was created between it and the latch block, inclusive. 1060 static void updateDominatorTree(DominatorTree *DT, 1061 BasicBlock *LoopPreHeaderBB, 1062 BasicBlock *LoopLatchBB); 1063 }; 1064 1065 /// VPlanPrinter prints a given VPlan to a given output stream. The printing is 1066 /// indented and follows the dot format. 1067 class VPlanPrinter { 1068 friend inline raw_ostream &operator<<(raw_ostream &OS, VPlan &Plan); 1069 friend inline raw_ostream &operator<<(raw_ostream &OS, 1070 const struct VPlanIngredient &I); 1071 1072 private: 1073 raw_ostream &OS; 1074 VPlan &Plan; 1075 unsigned Depth; 1076 unsigned TabWidth = 2; 1077 std::string Indent; 1078 unsigned BID = 0; 1079 SmallDenseMap<const VPBlockBase *, unsigned> BlockID; 1080 1081 VPlanPrinter(raw_ostream &O, VPlan &P) : OS(O), Plan(P) {} 1082 1083 /// Handle indentation. 1084 void bumpIndent(int b) { Indent = std::string((Depth += b) * TabWidth, ' '); } 1085 1086 /// Print a given \p Block of the Plan. 1087 void dumpBlock(const VPBlockBase *Block); 1088 1089 /// Print the information related to the CFG edges going out of a given 1090 /// \p Block, followed by printing the successor blocks themselves. 1091 void dumpEdges(const VPBlockBase *Block); 1092 1093 /// Print a given \p BasicBlock, including its VPRecipes, followed by printing 1094 /// its successor blocks. 1095 void dumpBasicBlock(const VPBasicBlock *BasicBlock); 1096 1097 /// Print a given \p Region of the Plan. 1098 void dumpRegion(const VPRegionBlock *Region); 1099 1100 unsigned getOrCreateBID(const VPBlockBase *Block) { 1101 return BlockID.count(Block) ? BlockID[Block] : BlockID[Block] = BID++; 1102 } 1103 1104 const Twine getOrCreateName(const VPBlockBase *Block); 1105 1106 const Twine getUID(const VPBlockBase *Block); 1107 1108 /// Print the information related to a CFG edge between two VPBlockBases. 1109 void drawEdge(const VPBlockBase *From, const VPBlockBase *To, bool Hidden, 1110 const Twine &Label); 1111 1112 void dump(); 1113 1114 static void printAsIngredient(raw_ostream &O, Value *V); 1115 }; 1116 1117 struct VPlanIngredient { 1118 Value *V; 1119 1120 VPlanIngredient(Value *V) : V(V) {} 1121 }; 1122 1123 inline raw_ostream &operator<<(raw_ostream &OS, const VPlanIngredient &I) { 1124 VPlanPrinter::printAsIngredient(OS, I.V); 1125 return OS; 1126 } 1127 1128 inline raw_ostream &operator<<(raw_ostream &OS, VPlan &Plan) { 1129 VPlanPrinter Printer(OS, Plan); 1130 Printer.dump(); 1131 return OS; 1132 } 1133 1134 //===--------------------------------------------------------------------===// 1135 // GraphTraits specializations for VPlan/VPRegionBlock Control-Flow Graphs // 1136 //===--------------------------------------------------------------------===// 1137 1138 // Provide specializations of GraphTraits to be able to treat a VPBlockBase as a 1139 // graph of VPBlockBase nodes... 1140 1141 template <> struct GraphTraits<VPBlockBase *> { 1142 using NodeRef = VPBlockBase *; 1143 using ChildIteratorType = SmallVectorImpl<VPBlockBase *>::iterator; 1144 1145 static NodeRef getEntryNode(NodeRef N) { return N; } 1146 1147 static inline ChildIteratorType child_begin(NodeRef N) { 1148 return N->getSuccessors().begin(); 1149 } 1150 1151 static inline ChildIteratorType child_end(NodeRef N) { 1152 return N->getSuccessors().end(); 1153 } 1154 }; 1155 1156 template <> struct GraphTraits<const VPBlockBase *> { 1157 using NodeRef = const VPBlockBase *; 1158 using ChildIteratorType = SmallVectorImpl<VPBlockBase *>::const_iterator; 1159 1160 static NodeRef getEntryNode(NodeRef N) { return N; } 1161 1162 static inline ChildIteratorType child_begin(NodeRef N) { 1163 return N->getSuccessors().begin(); 1164 } 1165 1166 static inline ChildIteratorType child_end(NodeRef N) { 1167 return N->getSuccessors().end(); 1168 } 1169 }; 1170 1171 // Provide specializations of GraphTraits to be able to treat a VPBlockBase as a 1172 // graph of VPBlockBase nodes... and to walk it in inverse order. Inverse order 1173 // for a VPBlockBase is considered to be when traversing the predecessors of a 1174 // VPBlockBase instead of its successors. 1175 template <> struct GraphTraits<Inverse<VPBlockBase *>> { 1176 using NodeRef = VPBlockBase *; 1177 using ChildIteratorType = SmallVectorImpl<VPBlockBase *>::iterator; 1178 1179 static Inverse<VPBlockBase *> getEntryNode(Inverse<VPBlockBase *> B) { 1180 return B; 1181 } 1182 1183 static inline ChildIteratorType child_begin(NodeRef N) { 1184 return N->getPredecessors().begin(); 1185 } 1186 1187 static inline ChildIteratorType child_end(NodeRef N) { 1188 return N->getPredecessors().end(); 1189 } 1190 }; 1191 1192 } // end namespace llvm 1193 1194 #endif // LLVM_TRANSFORMS_VECTORIZE_VPLAN_H 1195