1 //===- LoopVectorizationPlanner.h - Planner for LoopVectorization ---------===// 2 // 3 // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. 4 // See https://llvm.org/LICENSE.txt for license information. 5 // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception 6 // 7 //===----------------------------------------------------------------------===// 8 /// 9 /// \file 10 /// This file provides a LoopVectorizationPlanner class. 11 /// InnerLoopVectorizer vectorizes loops which contain only one basic 12 /// LoopVectorizationPlanner - drives the vectorization process after having 13 /// passed Legality checks. 14 /// The planner builds and optimizes the Vectorization Plans which record the 15 /// decisions how to vectorize the given loop. In particular, represent the 16 /// control-flow of the vectorized version, the replication of instructions that 17 /// are to be scalarized, and interleave access groups. 18 /// 19 /// Also provides a VPlan-based builder utility analogous to IRBuilder. 20 /// It provides an instruction-level API for generating VPInstructions while 21 /// abstracting away the Recipe manipulation details. 22 //===----------------------------------------------------------------------===// 23 24 #ifndef LLVM_TRANSFORMS_VECTORIZE_LOOPVECTORIZATIONPLANNER_H 25 #define LLVM_TRANSFORMS_VECTORIZE_LOOPVECTORIZATIONPLANNER_H 26 27 #include "VPlan.h" 28 #include "llvm/ADT/SmallSet.h" 29 #include "llvm/Support/InstructionCost.h" 30 31 namespace llvm { 32 33 class LoopInfo; 34 class DominatorTree; 35 class LoopVectorizationLegality; 36 class LoopVectorizationCostModel; 37 class PredicatedScalarEvolution; 38 class LoopVectorizeHints; 39 class OptimizationRemarkEmitter; 40 class TargetTransformInfo; 41 class TargetLibraryInfo; 42 class VPRecipeBuilder; 43 44 /// VPlan-based builder utility analogous to IRBuilder. 45 class VPBuilder { 46 VPBasicBlock *BB = nullptr; 47 VPBasicBlock::iterator InsertPt = VPBasicBlock::iterator(); 48 49 /// Insert \p VPI in BB at InsertPt if BB is set. 50 VPInstruction *tryInsertInstruction(VPInstruction *VPI) { 51 if (BB) 52 BB->insert(VPI, InsertPt); 53 return VPI; 54 } 55 56 VPInstruction *createInstruction(unsigned Opcode, 57 ArrayRef<VPValue *> Operands, DebugLoc DL, 58 const Twine &Name = "") { 59 return tryInsertInstruction(new VPInstruction(Opcode, Operands, DL, Name)); 60 } 61 62 VPInstruction *createInstruction(unsigned Opcode, 63 std::initializer_list<VPValue *> Operands, 64 DebugLoc DL, const Twine &Name = "") { 65 return createInstruction(Opcode, ArrayRef<VPValue *>(Operands), DL, Name); 66 } 67 68 public: 69 VPBuilder() = default; 70 VPBuilder(VPBasicBlock *InsertBB) { setInsertPoint(InsertBB); } 71 72 /// Clear the insertion point: created instructions will not be inserted into 73 /// a block. 74 void clearInsertionPoint() { 75 BB = nullptr; 76 InsertPt = VPBasicBlock::iterator(); 77 } 78 79 VPBasicBlock *getInsertBlock() const { return BB; } 80 VPBasicBlock::iterator getInsertPoint() const { return InsertPt; } 81 82 /// InsertPoint - A saved insertion point. 83 class VPInsertPoint { 84 VPBasicBlock *Block = nullptr; 85 VPBasicBlock::iterator Point; 86 87 public: 88 /// Creates a new insertion point which doesn't point to anything. 89 VPInsertPoint() = default; 90 91 /// Creates a new insertion point at the given location. 92 VPInsertPoint(VPBasicBlock *InsertBlock, VPBasicBlock::iterator InsertPoint) 93 : Block(InsertBlock), Point(InsertPoint) {} 94 95 /// Returns true if this insert point is set. 96 bool isSet() const { return Block != nullptr; } 97 98 VPBasicBlock *getBlock() const { return Block; } 99 VPBasicBlock::iterator getPoint() const { return Point; } 100 }; 101 102 /// Sets the current insert point to a previously-saved location. 103 void restoreIP(VPInsertPoint IP) { 104 if (IP.isSet()) 105 setInsertPoint(IP.getBlock(), IP.getPoint()); 106 else 107 clearInsertionPoint(); 108 } 109 110 /// This specifies that created VPInstructions should be appended to the end 111 /// of the specified block. 112 void setInsertPoint(VPBasicBlock *TheBB) { 113 assert(TheBB && "Attempting to set a null insert point"); 114 BB = TheBB; 115 InsertPt = BB->end(); 116 } 117 118 /// This specifies that created instructions should be inserted at the 119 /// specified point. 120 void setInsertPoint(VPBasicBlock *TheBB, VPBasicBlock::iterator IP) { 121 BB = TheBB; 122 InsertPt = IP; 123 } 124 125 /// This specifies that created instructions should be inserted at the 126 /// specified point. 127 void setInsertPoint(VPRecipeBase *IP) { 128 BB = IP->getParent(); 129 InsertPt = IP->getIterator(); 130 } 131 132 /// Create an N-ary operation with \p Opcode, \p Operands and set \p Inst as 133 /// its underlying Instruction. 134 VPValue *createNaryOp(unsigned Opcode, ArrayRef<VPValue *> Operands, 135 Instruction *Inst = nullptr, const Twine &Name = "") { 136 DebugLoc DL; 137 if (Inst) 138 DL = Inst->getDebugLoc(); 139 VPInstruction *NewVPInst = createInstruction(Opcode, Operands, DL, Name); 140 NewVPInst->setUnderlyingValue(Inst); 141 return NewVPInst; 142 } 143 VPValue *createNaryOp(unsigned Opcode, ArrayRef<VPValue *> Operands, 144 DebugLoc DL, const Twine &Name = "") { 145 return createInstruction(Opcode, Operands, DL, Name); 146 } 147 148 VPInstruction *createOverflowingOp(unsigned Opcode, 149 std::initializer_list<VPValue *> Operands, 150 VPRecipeWithIRFlags::WrapFlagsTy WrapFlags, 151 DebugLoc DL, const Twine &Name = "") { 152 return tryInsertInstruction( 153 new VPInstruction(Opcode, Operands, WrapFlags, DL, Name)); 154 } 155 VPValue *createNot(VPValue *Operand, DebugLoc DL, const Twine &Name = "") { 156 return createInstruction(VPInstruction::Not, {Operand}, DL, Name); 157 } 158 159 VPValue *createAnd(VPValue *LHS, VPValue *RHS, DebugLoc DL, 160 const Twine &Name = "") { 161 return createInstruction(Instruction::BinaryOps::And, {LHS, RHS}, DL, Name); 162 } 163 164 VPValue *createOr(VPValue *LHS, VPValue *RHS, DebugLoc DL, 165 const Twine &Name = "") { 166 return createInstruction(Instruction::BinaryOps::Or, {LHS, RHS}, DL, Name); 167 } 168 169 VPValue *createSelect(VPValue *Cond, VPValue *TrueVal, VPValue *FalseVal, 170 DebugLoc DL, const Twine &Name = "", 171 std::optional<FastMathFlags> FMFs = std::nullopt) { 172 auto *Select = 173 FMFs ? new VPInstruction(Instruction::Select, {Cond, TrueVal, FalseVal}, 174 *FMFs, DL, Name) 175 : new VPInstruction(Instruction::Select, {Cond, TrueVal, FalseVal}, 176 DL, Name); 177 return tryInsertInstruction(Select); 178 } 179 180 /// Create a new ICmp VPInstruction with predicate \p Pred and operands \p A 181 /// and \p B. 182 /// TODO: add createFCmp when needed. 183 VPValue *createICmp(CmpInst::Predicate Pred, VPValue *A, VPValue *B, 184 DebugLoc DL = {}, const Twine &Name = ""); 185 186 //===--------------------------------------------------------------------===// 187 // RAII helpers. 188 //===--------------------------------------------------------------------===// 189 190 /// RAII object that stores the current insertion point and restores it when 191 /// the object is destroyed. 192 class InsertPointGuard { 193 VPBuilder &Builder; 194 VPBasicBlock *Block; 195 VPBasicBlock::iterator Point; 196 197 public: 198 InsertPointGuard(VPBuilder &B) 199 : Builder(B), Block(B.getInsertBlock()), Point(B.getInsertPoint()) {} 200 201 InsertPointGuard(const InsertPointGuard &) = delete; 202 InsertPointGuard &operator=(const InsertPointGuard &) = delete; 203 204 ~InsertPointGuard() { Builder.restoreIP(VPInsertPoint(Block, Point)); } 205 }; 206 }; 207 208 /// TODO: The following VectorizationFactor was pulled out of 209 /// LoopVectorizationCostModel class. LV also deals with 210 /// VectorizerParams::VectorizationFactor and VectorizationCostTy. 211 /// We need to streamline them. 212 213 /// Information about vectorization costs. 214 struct VectorizationFactor { 215 /// Vector width with best cost. 216 ElementCount Width; 217 218 /// Cost of the loop with that width. 219 InstructionCost Cost; 220 221 /// Cost of the scalar loop. 222 InstructionCost ScalarCost; 223 224 /// The minimum trip count required to make vectorization profitable, e.g. due 225 /// to runtime checks. 226 ElementCount MinProfitableTripCount; 227 228 VectorizationFactor(ElementCount Width, InstructionCost Cost, 229 InstructionCost ScalarCost) 230 : Width(Width), Cost(Cost), ScalarCost(ScalarCost) {} 231 232 /// Width 1 means no vectorization, cost 0 means uncomputed cost. 233 static VectorizationFactor Disabled() { 234 return {ElementCount::getFixed(1), 0, 0}; 235 } 236 237 bool operator==(const VectorizationFactor &rhs) const { 238 return Width == rhs.Width && Cost == rhs.Cost; 239 } 240 241 bool operator!=(const VectorizationFactor &rhs) const { 242 return !(*this == rhs); 243 } 244 }; 245 246 /// ElementCountComparator creates a total ordering for ElementCount 247 /// for the purposes of using it in a set structure. 248 struct ElementCountComparator { 249 bool operator()(const ElementCount &LHS, const ElementCount &RHS) const { 250 return std::make_tuple(LHS.isScalable(), LHS.getKnownMinValue()) < 251 std::make_tuple(RHS.isScalable(), RHS.getKnownMinValue()); 252 } 253 }; 254 using ElementCountSet = SmallSet<ElementCount, 16, ElementCountComparator>; 255 256 /// A class that represents two vectorization factors (initialized with 0 by 257 /// default). One for fixed-width vectorization and one for scalable 258 /// vectorization. This can be used by the vectorizer to choose from a range of 259 /// fixed and/or scalable VFs in order to find the most cost-effective VF to 260 /// vectorize with. 261 struct FixedScalableVFPair { 262 ElementCount FixedVF; 263 ElementCount ScalableVF; 264 265 FixedScalableVFPair() 266 : FixedVF(ElementCount::getFixed(0)), 267 ScalableVF(ElementCount::getScalable(0)) {} 268 FixedScalableVFPair(const ElementCount &Max) : FixedScalableVFPair() { 269 *(Max.isScalable() ? &ScalableVF : &FixedVF) = Max; 270 } 271 FixedScalableVFPair(const ElementCount &FixedVF, 272 const ElementCount &ScalableVF) 273 : FixedVF(FixedVF), ScalableVF(ScalableVF) { 274 assert(!FixedVF.isScalable() && ScalableVF.isScalable() && 275 "Invalid scalable properties"); 276 } 277 278 static FixedScalableVFPair getNone() { return FixedScalableVFPair(); } 279 280 /// \return true if either fixed- or scalable VF is non-zero. 281 explicit operator bool() const { return FixedVF || ScalableVF; } 282 283 /// \return true if either fixed- or scalable VF is a valid vector VF. 284 bool hasVector() const { return FixedVF.isVector() || ScalableVF.isVector(); } 285 }; 286 287 /// Planner drives the vectorization process after having passed 288 /// Legality checks. 289 class LoopVectorizationPlanner { 290 /// The loop that we evaluate. 291 Loop *OrigLoop; 292 293 /// Loop Info analysis. 294 LoopInfo *LI; 295 296 /// The dominator tree. 297 DominatorTree *DT; 298 299 /// Target Library Info. 300 const TargetLibraryInfo *TLI; 301 302 /// Target Transform Info. 303 const TargetTransformInfo &TTI; 304 305 /// The legality analysis. 306 LoopVectorizationLegality *Legal; 307 308 /// The profitability analysis. 309 LoopVectorizationCostModel &CM; 310 311 /// The interleaved access analysis. 312 InterleavedAccessInfo &IAI; 313 314 PredicatedScalarEvolution &PSE; 315 316 const LoopVectorizeHints &Hints; 317 318 OptimizationRemarkEmitter *ORE; 319 320 SmallVector<VPlanPtr, 4> VPlans; 321 322 /// Profitable vector factors. 323 SmallVector<VectorizationFactor, 8> ProfitableVFs; 324 325 /// A builder used to construct the current plan. 326 VPBuilder Builder; 327 328 public: 329 LoopVectorizationPlanner( 330 Loop *L, LoopInfo *LI, DominatorTree *DT, const TargetLibraryInfo *TLI, 331 const TargetTransformInfo &TTI, LoopVectorizationLegality *Legal, 332 LoopVectorizationCostModel &CM, InterleavedAccessInfo &IAI, 333 PredicatedScalarEvolution &PSE, const LoopVectorizeHints &Hints, 334 OptimizationRemarkEmitter *ORE) 335 : OrigLoop(L), LI(LI), DT(DT), TLI(TLI), TTI(TTI), Legal(Legal), CM(CM), 336 IAI(IAI), PSE(PSE), Hints(Hints), ORE(ORE) {} 337 338 /// Plan how to best vectorize, return the best VF and its cost, or 339 /// std::nullopt if vectorization and interleaving should be avoided up front. 340 std::optional<VectorizationFactor> plan(ElementCount UserVF, unsigned UserIC); 341 342 /// Use the VPlan-native path to plan how to best vectorize, return the best 343 /// VF and its cost. 344 VectorizationFactor planInVPlanNativePath(ElementCount UserVF); 345 346 /// Return the best VPlan for \p VF. 347 VPlan &getBestPlanFor(ElementCount VF) const; 348 349 /// Generate the IR code for the vectorized loop captured in VPlan \p BestPlan 350 /// according to the best selected \p VF and \p UF. 351 /// 352 /// TODO: \p IsEpilogueVectorization is needed to avoid issues due to epilogue 353 /// vectorization re-using plans for both the main and epilogue vector loops. 354 /// It should be removed once the re-use issue has been fixed. 355 /// \p ExpandedSCEVs is passed during execution of the plan for epilogue loop 356 /// to re-use expansion results generated during main plan execution. 357 /// 358 /// Returns a mapping of SCEVs to their expanded IR values and a mapping for 359 /// the reduction resume values. Note that this is a temporary workaround 360 /// needed due to the current epilogue handling. 361 std::pair<DenseMap<const SCEV *, Value *>, 362 DenseMap<const RecurrenceDescriptor *, Value *>> 363 executePlan(ElementCount VF, unsigned UF, VPlan &BestPlan, 364 InnerLoopVectorizer &LB, DominatorTree *DT, 365 bool IsEpilogueVectorization, 366 const DenseMap<const SCEV *, Value *> *ExpandedSCEVs = nullptr); 367 368 #if !defined(NDEBUG) || defined(LLVM_ENABLE_DUMP) 369 void printPlans(raw_ostream &O); 370 #endif 371 372 /// Look through the existing plans and return true if we have one with 373 /// vectorization factor \p VF. 374 bool hasPlanWithVF(ElementCount VF) const { 375 return any_of(VPlans, 376 [&](const VPlanPtr &Plan) { return Plan->hasVF(VF); }); 377 } 378 379 /// Test a \p Predicate on a \p Range of VF's. Return the value of applying 380 /// \p Predicate on Range.Start, possibly decreasing Range.End such that the 381 /// returned value holds for the entire \p Range. 382 static bool 383 getDecisionAndClampRange(const std::function<bool(ElementCount)> &Predicate, 384 VFRange &Range); 385 386 /// \return The most profitable vectorization factor and the cost of that VF 387 /// for vectorizing the epilogue. Returns VectorizationFactor::Disabled if 388 /// epilogue vectorization is not supported for the loop. 389 VectorizationFactor 390 selectEpilogueVectorizationFactor(const ElementCount MaxVF, unsigned IC); 391 392 protected: 393 /// Build VPlans for power-of-2 VF's between \p MinVF and \p MaxVF inclusive, 394 /// according to the information gathered by Legal when it checked if it is 395 /// legal to vectorize the loop. 396 void buildVPlans(ElementCount MinVF, ElementCount MaxVF); 397 398 private: 399 /// Build a VPlan according to the information gathered by Legal. \return a 400 /// VPlan for vectorization factors \p Range.Start and up to \p Range.End 401 /// exclusive, possibly decreasing \p Range.End. 402 VPlanPtr buildVPlan(VFRange &Range); 403 404 /// Build a VPlan using VPRecipes according to the information gather by 405 /// Legal. This method is only used for the legacy inner loop vectorizer. 406 /// \p Range's largest included VF is restricted to the maximum VF the 407 /// returned VPlan is valid for. If no VPlan can be built for the input range, 408 /// set the largest included VF to the maximum VF for which no plan could be 409 /// built. 410 VPlanPtr tryToBuildVPlanWithVPRecipes(VFRange &Range); 411 412 /// Build VPlans for power-of-2 VF's between \p MinVF and \p MaxVF inclusive, 413 /// according to the information gathered by Legal when it checked if it is 414 /// legal to vectorize the loop. This method creates VPlans using VPRecipes. 415 void buildVPlansWithVPRecipes(ElementCount MinVF, ElementCount MaxVF); 416 417 // Adjust the recipes for reductions. For in-loop reductions the chain of 418 // instructions leading from the loop exit instr to the phi need to be 419 // converted to reductions, with one operand being vector and the other being 420 // the scalar reduction chain. For other reductions, a select is introduced 421 // between the phi and live-out recipes when folding the tail. 422 void adjustRecipesForReductions(VPBasicBlock *LatchVPBB, VPlanPtr &Plan, 423 VPRecipeBuilder &RecipeBuilder, 424 ElementCount MinVF); 425 426 /// \return The most profitable vectorization factor and the cost of that VF. 427 /// This method checks every VF in \p CandidateVFs. 428 VectorizationFactor 429 selectVectorizationFactor(const ElementCountSet &CandidateVFs); 430 431 /// Returns true if the per-lane cost of VectorizationFactor A is lower than 432 /// that of B. 433 bool isMoreProfitable(const VectorizationFactor &A, 434 const VectorizationFactor &B) const; 435 436 /// Determines if we have the infrastructure to vectorize the loop and its 437 /// epilogue, assuming the main loop is vectorized by \p VF. 438 bool isCandidateForEpilogueVectorization(const ElementCount VF) const; 439 }; 440 441 } // namespace llvm 442 443 #endif // LLVM_TRANSFORMS_VECTORIZE_LOOPVECTORIZATIONPLANNER_H 444