| //===- LoopVectorizationPlanner.h - Planner for LoopVectorization ---------===// |
| // |
| // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. |
| // See https://llvm.org/LICENSE.txt for license information. |
| // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception |
| // |
| //===----------------------------------------------------------------------===// |
| /// |
| /// \file |
| /// This file provides a LoopVectorizationPlanner class. |
| /// InnerLoopVectorizer vectorizes loops which contain only one basic |
| /// LoopVectorizationPlanner - drives the vectorization process after having |
| /// passed Legality checks. |
| /// The planner builds and optimizes the Vectorization Plans which record the |
| /// decisions how to vectorize the given loop. In particular, represent the |
| /// control-flow of the vectorized version, the replication of instructions that |
| /// are to be scalarized, and interleave access groups. |
| /// |
| /// Also provides a VPlan-based builder utility analogous to IRBuilder. |
| /// It provides an instruction-level API for generating VPInstructions while |
| /// abstracting away the Recipe manipulation details. |
| //===----------------------------------------------------------------------===// |
| |
| #ifndef LLVM_TRANSFORMS_VECTORIZE_LOOPVECTORIZATIONPLANNER_H |
| #define LLVM_TRANSFORMS_VECTORIZE_LOOPVECTORIZATIONPLANNER_H |
| |
| #include "VPlan.h" |
| #include "llvm/ADT/SmallSet.h" |
| #include "llvm/Analysis/TargetTransformInfo.h" |
| #include "llvm/Support/InstructionCost.h" |
| |
| namespace { |
| class GeneratedRTChecks; |
| } |
| |
| namespace llvm { |
| |
| class LoopInfo; |
| class DominatorTree; |
| class LoopVectorizationLegality; |
| class LoopVectorizationCostModel; |
| class PredicatedScalarEvolution; |
| class LoopVectorizeHints; |
| class RecurrenceDescriptor; |
| class LoopVersioning; |
| class OptimizationRemarkEmitter; |
| class TargetLibraryInfo; |
| class VPRecipeBuilder; |
| struct VPRegisterUsage; |
| struct VFRange; |
| |
| extern cl::opt<bool> EnableVPlanNativePath; |
| extern cl::opt<unsigned> ForceTargetInstructionCost; |
| extern cl::opt<bool> PreferInLoopReductions; |
| |
| /// \return An upper bound for vscale based on TTI or the vscale_range |
| /// attribute. |
| std::optional<unsigned> getMaxVScale(const Function &F, |
| const TargetTransformInfo &TTI); |
| |
| // Utility functions that are used by different vectorization classes |
| namespace LoopVectorizationUtils { |
| |
| /// Reports a vectorization failure: print \p DebugMsg for debugging |
| /// purposes along with the corresponding optimization remark \p RemarkName. |
| /// If \p I is passed, it is an instruction that prevents vectorization. |
| /// Otherwise, the loop \p TheLoop is used for the location of the remark. |
| void reportVectorizationFailure(const StringRef DebugMsg, |
| const StringRef OREMsg, const StringRef ORETag, |
| OptimizationRemarkEmitter *ORE, |
| const Loop *TheLoop, Instruction *I = nullptr); |
| |
| /// Same as above, but the debug message and optimization remark are identical |
| inline void reportVectorizationFailure(const StringRef DebugMsg, |
| const StringRef ORETag, |
| OptimizationRemarkEmitter *ORE, |
| const Loop *TheLoop, |
| Instruction *I = nullptr) { |
| reportVectorizationFailure(DebugMsg, DebugMsg, ORETag, ORE, TheLoop, I); |
| } |
| |
| /// Reports an informative message: print \p Msg for debugging purposes as well |
| /// as an optimization remark. Uses either \p I as location of the remark, or |
| /// otherwise \p TheLoop. If \p DL is passed, use it as debug location for the |
| /// remark. |
| void reportVectorizationInfo(const StringRef Msg, const StringRef ORETag, |
| OptimizationRemarkEmitter *ORE, |
| const Loop *TheLoop, Instruction *I = nullptr, |
| DebugLoc DL = {}); |
| |
| /// Report successful vectorization of the loop. In case an outer loop is |
| /// vectorized, prepend "outer" to the vectorization remark. |
| void reportVectorization(OptimizationRemarkEmitter *ORE, Loop *TheLoop, |
| ElementCount VFWidth, unsigned IC); |
| |
| } // namespace LoopVectorizationUtils |
| |
| /// VPlan-based builder utility analogous to IRBuilder. |
| class VPBuilder { |
| VPBasicBlock *BB = nullptr; |
| VPBasicBlock::iterator InsertPt = VPBasicBlock::iterator(); |
| |
| /// Insert \p VPI in BB at InsertPt if BB is set. |
| template <typename T> T *tryInsertInstruction(T *R) { |
| if (BB) |
| BB->insert(R, InsertPt); |
| return R; |
| } |
| |
| VPInstruction *createInstruction(unsigned Opcode, |
| ArrayRef<VPValue *> Operands, |
| const VPIRMetadata &MD, DebugLoc DL, |
| const Twine &Name = "") { |
| return tryInsertInstruction( |
| new VPInstruction(Opcode, Operands, {}, MD, DL, Name)); |
| } |
| |
| public: |
| VPlan &getPlan() const { |
| assert(getInsertBlock() && "Insert block must be set"); |
| return *getInsertBlock()->getPlan(); |
| } |
| |
| VPBuilder() = default; |
| VPBuilder(VPBasicBlock *InsertBB) { setInsertPoint(InsertBB); } |
| VPBuilder(VPRecipeBase *InsertPt) { setInsertPoint(InsertPt); } |
| VPBuilder(VPBasicBlock *TheBB, VPBasicBlock::iterator IP) { |
| setInsertPoint(TheBB, IP); |
| } |
| |
| /// Clear the insertion point: created instructions will not be inserted into |
| /// a block. |
| void clearInsertionPoint() { |
| BB = nullptr; |
| InsertPt = VPBasicBlock::iterator(); |
| } |
| |
| VPBasicBlock *getInsertBlock() const { return BB; } |
| VPBasicBlock::iterator getInsertPoint() const { return InsertPt; } |
| |
| /// Create a VPBuilder to insert after \p R. |
| static VPBuilder getToInsertAfter(VPRecipeBase *R) { |
| VPBuilder B; |
| B.setInsertPoint(R->getParent(), std::next(R->getIterator())); |
| return B; |
| } |
| |
| /// InsertPoint - A saved insertion point. |
| class VPInsertPoint { |
| VPBasicBlock *Block = nullptr; |
| VPBasicBlock::iterator Point; |
| |
| public: |
| /// Creates a new insertion point which doesn't point to anything. |
| VPInsertPoint() = default; |
| |
| /// Creates a new insertion point at the given location. |
| VPInsertPoint(VPBasicBlock *InsertBlock, VPBasicBlock::iterator InsertPoint) |
| : Block(InsertBlock), Point(InsertPoint) {} |
| |
| /// Returns true if this insert point is set. |
| bool isSet() const { return Block != nullptr; } |
| |
| VPBasicBlock *getBlock() const { return Block; } |
| VPBasicBlock::iterator getPoint() const { return Point; } |
| }; |
| |
| /// Sets the current insert point to a previously-saved location. |
| void restoreIP(VPInsertPoint IP) { |
| if (IP.isSet()) |
| setInsertPoint(IP.getBlock(), IP.getPoint()); |
| else |
| clearInsertionPoint(); |
| } |
| |
| /// This specifies that created VPInstructions should be appended to the end |
| /// of the specified block. |
| void setInsertPoint(VPBasicBlock *TheBB) { |
| assert(TheBB && "Attempting to set a null insert point"); |
| BB = TheBB; |
| InsertPt = BB->end(); |
| } |
| |
| /// This specifies that created instructions should be inserted at the |
| /// specified point. |
| void setInsertPoint(VPBasicBlock *TheBB, VPBasicBlock::iterator IP) { |
| BB = TheBB; |
| InsertPt = IP; |
| } |
| |
| /// This specifies that created instructions should be inserted at the |
| /// specified point. |
| void setInsertPoint(VPRecipeBase *IP) { |
| BB = IP->getParent(); |
| InsertPt = IP->getIterator(); |
| } |
| |
| /// Insert \p R at the current insertion point. Returns \p R unchanged. |
| template <typename T> [[maybe_unused]] T *insert(T *R) { |
| BB->insert(R, InsertPt); |
| return R; |
| } |
| |
| /// Create an N-ary operation with \p Opcode, \p Operands and set \p Inst as |
| /// its underlying Instruction. |
| VPInstruction *createNaryOp(unsigned Opcode, ArrayRef<VPValue *> Operands, |
| Instruction *Inst = nullptr, |
| const VPIRFlags &Flags = {}, |
| const VPIRMetadata &MD = {}, |
| DebugLoc DL = DebugLoc::getUnknown(), |
| const Twine &Name = "", |
| Type *ResultTy = nullptr) { |
| VPInstruction *NewVPInst = tryInsertInstruction( |
| new VPInstruction(Opcode, Operands, Flags, MD, DL, Name, ResultTy)); |
| NewVPInst->setUnderlyingValue(Inst); |
| return NewVPInst; |
| } |
| VPInstruction *createNaryOp(unsigned Opcode, ArrayRef<VPValue *> Operands, |
| DebugLoc DL, const Twine &Name = "") { |
| return createInstruction(Opcode, Operands, {}, DL, Name); |
| } |
| VPInstruction *createNaryOp(unsigned Opcode, ArrayRef<VPValue *> Operands, |
| const VPIRFlags &Flags, |
| DebugLoc DL = DebugLoc::getUnknown(), |
| const Twine &Name = "") { |
| return tryInsertInstruction( |
| new VPInstruction(Opcode, Operands, Flags, {}, DL, Name)); |
| } |
| |
| VPInstruction *createNaryOp(unsigned Opcode, ArrayRef<VPValue *> Operands, |
| Type *ResultTy, const VPIRFlags &Flags = {}, |
| DebugLoc DL = DebugLoc::getUnknown(), |
| const Twine &Name = "") { |
| return tryInsertInstruction(new VPInstructionWithType( |
| Opcode, Operands, ResultTy, Flags, {}, DL, Name)); |
| } |
| |
| VPInstruction *createFirstActiveLane(ArrayRef<VPValue *> Masks, |
| DebugLoc DL = DebugLoc::getUnknown(), |
| const Twine &Name = "") { |
| // Assume that the maximum possible number of elements in a vector fits |
| // within the index type for the default address space. |
| VPlan &Plan = getPlan(); |
| Type *IndexTy = Plan.getDataLayout().getIndexType(Plan.getContext(), 0); |
| return tryInsertInstruction(new VPInstruction( |
| VPInstruction::FirstActiveLane, Masks, {}, {}, DL, Name, IndexTy)); |
| } |
| |
| VPInstruction *createLastActiveLane(ArrayRef<VPValue *> Masks, |
| DebugLoc DL = DebugLoc::getUnknown(), |
| const Twine &Name = "") { |
| // Assume that the maximum possible number of elements in a vector fits |
| // within the index type for the default address space. |
| VPlan &Plan = getPlan(); |
| Type *IndexTy = Plan.getDataLayout().getIndexType(Plan.getContext(), 0); |
| return tryInsertInstruction(new VPInstruction( |
| VPInstruction::LastActiveLane, Masks, {}, {}, DL, Name, IndexTy)); |
| } |
| |
| VPInstruction *createOverflowingOp( |
| unsigned Opcode, ArrayRef<VPValue *> Operands, |
| VPRecipeWithIRFlags::WrapFlagsTy WrapFlags = {false, false}, |
| DebugLoc DL = DebugLoc::getUnknown(), const Twine &Name = "") { |
| return tryInsertInstruction( |
| new VPInstruction(Opcode, Operands, WrapFlags, {}, DL, Name)); |
| } |
| |
| VPInstruction *createNot(VPValue *Operand, |
| DebugLoc DL = DebugLoc::getUnknown(), |
| const Twine &Name = "") { |
| return createInstruction(VPInstruction::Not, {Operand}, {}, DL, Name); |
| } |
| |
| VPInstruction *createAnd(VPValue *LHS, VPValue *RHS, |
| DebugLoc DL = DebugLoc::getUnknown(), |
| const Twine &Name = "") { |
| return createInstruction(Instruction::BinaryOps::And, {LHS, RHS}, {}, DL, |
| Name); |
| } |
| |
| VPInstruction *createOr(VPValue *LHS, VPValue *RHS, |
| DebugLoc DL = DebugLoc::getUnknown(), |
| const Twine &Name = "") { |
| |
| return tryInsertInstruction(new VPInstruction( |
| Instruction::BinaryOps::Or, {LHS, RHS}, |
| VPRecipeWithIRFlags::DisjointFlagsTy(false), {}, DL, Name)); |
| } |
| |
| VPInstruction * |
| createAdd(VPValue *LHS, VPValue *RHS, DebugLoc DL = DebugLoc::getUnknown(), |
| const Twine &Name = "", |
| VPRecipeWithIRFlags::WrapFlagsTy WrapFlags = {false, false}) { |
| return createOverflowingOp(Instruction::Add, {LHS, RHS}, WrapFlags, DL, |
| Name); |
| } |
| |
| VPInstruction * |
| createSub(VPValue *LHS, VPValue *RHS, DebugLoc DL = DebugLoc::getUnknown(), |
| const Twine &Name = "", |
| VPRecipeWithIRFlags::WrapFlagsTy WrapFlags = {false, false}) { |
| return createOverflowingOp(Instruction::Sub, {LHS, RHS}, WrapFlags, DL, |
| Name); |
| } |
| |
| VPInstruction *createLogicalAnd(VPValue *LHS, VPValue *RHS, |
| DebugLoc DL = DebugLoc::getUnknown(), |
| const Twine &Name = "") { |
| return createNaryOp(VPInstruction::LogicalAnd, {LHS, RHS}, DL, Name); |
| } |
| |
| VPInstruction *createLogicalOr(VPValue *LHS, VPValue *RHS, |
| DebugLoc DL = DebugLoc::getUnknown(), |
| const Twine &Name = "") { |
| return createNaryOp(VPInstruction::LogicalOr, {LHS, RHS}, DL, Name); |
| } |
| |
| VPInstruction *createSelect(VPValue *Cond, VPValue *TrueVal, |
| VPValue *FalseVal, |
| DebugLoc DL = DebugLoc::getUnknown(), |
| const Twine &Name = "", |
| const VPIRFlags &Flags = {}) { |
| return tryInsertInstruction(new VPInstruction( |
| Instruction::Select, {Cond, TrueVal, FalseVal}, Flags, {}, DL, Name)); |
| } |
| |
| /// Create a new ICmp VPInstruction with predicate \p Pred and operands \p A |
| /// and \p B. |
| VPInstruction *createICmp(CmpInst::Predicate Pred, VPValue *A, VPValue *B, |
| DebugLoc DL = DebugLoc::getUnknown(), |
| const Twine &Name = "") { |
| assert(Pred >= CmpInst::FIRST_ICMP_PREDICATE && |
| Pred <= CmpInst::LAST_ICMP_PREDICATE && "invalid predicate"); |
| return tryInsertInstruction( |
| new VPInstruction(Instruction::ICmp, {A, B}, Pred, {}, DL, Name)); |
| } |
| |
| /// Create a new FCmp VPInstruction with predicate \p Pred and operands \p A |
| /// and \p B. |
| VPInstruction *createFCmp(CmpInst::Predicate Pred, VPValue *A, VPValue *B, |
| DebugLoc DL = DebugLoc::getUnknown(), |
| const Twine &Name = "") { |
| assert(Pred >= CmpInst::FIRST_FCMP_PREDICATE && |
| Pred <= CmpInst::LAST_FCMP_PREDICATE && "invalid predicate"); |
| return tryInsertInstruction( |
| new VPInstruction(Instruction::FCmp, {A, B}, |
| VPIRFlags(Pred, FastMathFlags()), {}, DL, Name)); |
| } |
| |
| /// Create an AnyOf reduction pattern: or-reduce \p ChainOp, freeze the |
| /// result, then select between \p TrueVal and \p FalseVal. |
| VPInstruction *createAnyOfReduction(VPValue *ChainOp, VPValue *TrueVal, |
| VPValue *FalseVal, |
| DebugLoc DL = DebugLoc::getUnknown()); |
| |
| VPInstruction *createPtrAdd(VPValue *Ptr, VPValue *Offset, |
| DebugLoc DL = DebugLoc::getUnknown(), |
| const Twine &Name = "") { |
| return createNoWrapPtrAdd(Ptr, Offset, GEPNoWrapFlags::none(), DL, Name); |
| } |
| |
| VPInstruction *createNoWrapPtrAdd(VPValue *Ptr, VPValue *Offset, |
| GEPNoWrapFlags GEPFlags, |
| DebugLoc DL = DebugLoc::getUnknown(), |
| const Twine &Name = "") { |
| return tryInsertInstruction(new VPInstruction( |
| VPInstruction::PtrAdd, {Ptr, Offset}, GEPFlags, {}, DL, Name)); |
| } |
| |
| VPInstruction *createWidePtrAdd(VPValue *Ptr, VPValue *Offset, |
| DebugLoc DL = DebugLoc::getUnknown(), |
| const Twine &Name = "") { |
| return tryInsertInstruction( |
| new VPInstruction(VPInstruction::WidePtrAdd, {Ptr, Offset}, |
| GEPNoWrapFlags::none(), {}, DL, Name)); |
| } |
| |
| VPPhi *createScalarPhi(ArrayRef<VPValue *> IncomingValues, |
| DebugLoc DL = DebugLoc::getUnknown(), |
| const Twine &Name = "", const VPIRFlags &Flags = {}, |
| Type *ResultTy = nullptr) { |
| return tryInsertInstruction( |
| new VPPhi(IncomingValues, Flags, DL, Name, ResultTy)); |
| } |
| |
| VPWidenPHIRecipe *createWidenPhi(ArrayRef<VPValue *> IncomingValues, |
| DebugLoc DL = DebugLoc::getUnknown(), |
| const Twine &Name = "") { |
| return tryInsertInstruction(new VPWidenPHIRecipe(IncomingValues, DL, Name)); |
| } |
| |
| VPValue *createElementCount(Type *Ty, ElementCount EC) { |
| VPlan &Plan = *getInsertBlock()->getPlan(); |
| VPValue *RuntimeEC = Plan.getConstantInt(Ty, EC.getKnownMinValue()); |
| if (EC.isScalable()) { |
| VPValue *VScale = createVScale(Ty); |
| RuntimeEC = EC.getKnownMinValue() == 1 |
| ? VScale |
| : createOverflowingOp(Instruction::Mul, |
| {VScale, RuntimeEC}, {true, false}); |
| } |
| return RuntimeEC; |
| } |
| |
| /// Convert the input value \p Current to the corresponding value of an |
| /// induction with \p Start and \p Step values, using \p Start + \p Current * |
| /// \p Step. |
| VPDerivedIVRecipe *createDerivedIV(InductionDescriptor::InductionKind Kind, |
| FPMathOperator *FPBinOp, VPValue *Start, |
| VPValue *Current, VPValue *Step) { |
| return tryInsertInstruction( |
| new VPDerivedIVRecipe(Kind, FPBinOp, Start, Current, Step)); |
| } |
| |
| VPInstructionWithType *createScalarLoad(Type *ResultTy, VPValue *Addr, |
| DebugLoc DL, |
| const VPIRMetadata &Metadata = {}) { |
| return tryInsertInstruction(new VPInstructionWithType( |
| Instruction::Load, Addr, ResultTy, {}, Metadata, DL)); |
| } |
| |
| VPInstruction *createScalarCast(Instruction::CastOps Opcode, VPValue *Op, |
| Type *ResultTy, DebugLoc DL, |
| const VPIRMetadata &Metadata = {}) { |
| return tryInsertInstruction(new VPInstructionWithType( |
| Opcode, Op, ResultTy, VPIRFlags::getDefaultFlags(Opcode), Metadata, |
| DL)); |
| } |
| |
| VPInstruction *createScalarCast(Instruction::CastOps Opcode, VPValue *Op, |
| Type *ResultTy, DebugLoc DL, |
| const VPIRFlags &Flags, |
| const VPIRMetadata &Metadata = {}) { |
| return tryInsertInstruction( |
| new VPInstructionWithType(Opcode, Op, ResultTy, Flags, Metadata, DL)); |
| } |
| |
| /// Create a scalar call to the intrinsic \p IntrinsicID with \p Operands, and |
| /// result type \p ResultTy |
| VPInstruction *createScalarIntrinsic(Intrinsic::ID IntrinsicID, |
| ArrayRef<VPValue *> Operands, |
| Type *ResultTy, DebugLoc DL) { |
| VPlan &Plan = getPlan(); |
| SmallVector<VPValue *, 2> Ops(Operands); |
| Ops.push_back(Plan.getConstantInt(8 * sizeof(IntrinsicID), IntrinsicID)); |
| return tryInsertInstruction(new VPInstructionWithType( |
| VPInstruction::Intrinsic, Ops, ResultTy, {}, {}, DL)); |
| } |
| |
| /// Create a scalar llvm.vscale call. |
| VPInstruction *createVScale(Type *ResultTy, |
| DebugLoc DL = DebugLoc::getUnknown()) { |
| return createScalarIntrinsic(Intrinsic::vscale, {}, ResultTy, DL); |
| } |
| |
| VPValue *createScalarZExtOrTrunc(VPValue *Op, Type *ResultTy, Type *SrcTy, |
| DebugLoc DL) { |
| if (ResultTy == SrcTy) |
| return Op; |
| Instruction::CastOps CastOp = |
| ResultTy->getScalarSizeInBits() < SrcTy->getScalarSizeInBits() |
| ? Instruction::Trunc |
| : Instruction::ZExt; |
| return createScalarCast(CastOp, Op, ResultTy, DL); |
| } |
| |
| VPValue *createScalarSExtOrTrunc(VPValue *Op, Type *ResultTy, Type *SrcTy, |
| DebugLoc DL) { |
| if (ResultTy == SrcTy) |
| return Op; |
| Instruction::CastOps CastOp = |
| ResultTy->getScalarSizeInBits() < SrcTy->getScalarSizeInBits() |
| ? Instruction::Trunc |
| : Instruction::SExt; |
| return createScalarCast(CastOp, Op, ResultTy, DL); |
| } |
| |
| VPValue *createScalarFreeze(VPValue *Op, Type *ResultTy, DebugLoc DL) { |
| return tryInsertInstruction( |
| new VPInstruction(Instruction::Freeze, Op, {}, {}, DL)); |
| } |
| |
| VPWidenCastRecipe *createWidenCast(Instruction::CastOps Opcode, VPValue *Op, |
| Type *ResultTy) { |
| return tryInsertInstruction(new VPWidenCastRecipe( |
| Opcode, Op, ResultTy, nullptr, VPIRFlags::getDefaultFlags(Opcode))); |
| } |
| |
| /// Create a single-scalar recipe with \p Opcode and \p Operands without |
| /// inserting it. |
| static VPSingleDefRecipe *createSingleScalarOp(unsigned Opcode, |
| ArrayRef<VPValue *> Operands, |
| VPValue *Mask, |
| const VPIRFlags &Flags, |
| const VPIRMetadata &Metadata, |
| DebugLoc DL, Instruction *UV) { |
| if (Instruction::isCast(Opcode)) { |
| assert(!Mask && "Cast cannot be predicated"); |
| return new VPInstructionWithType(Opcode, Operands, UV->getType(), Flags, |
| Metadata, DL, UV->getName(), UV); |
| } |
| return new VPReplicateRecipe(UV, Operands, /*IsSingleScalar=*/true, Mask, |
| Flags, Metadata, DL); |
| } |
| |
| VPScalarIVStepsRecipe * |
| createScalarIVSteps(Instruction::BinaryOps InductionOpcode, |
| FPMathOperator *FPBinOp, VPValue *IV, VPValue *Step, |
| VPValue *VF, DebugLoc DL) { |
| return tryInsertInstruction(new VPScalarIVStepsRecipe( |
| IV, Step, VF, InductionOpcode, |
| FPBinOp ? FPBinOp->getFastMathFlags() : FastMathFlags(), DL)); |
| } |
| |
| VPExpandSCEVRecipe *createExpandSCEV(const SCEV *Expr) { |
| return tryInsertInstruction(new VPExpandSCEVRecipe(Expr)); |
| } |
| |
| VPVectorPointerRecipe * |
| createVectorPointer(VPValue *Ptr, Type *SourceElementTy, VPValue *Stride, |
| GEPNoWrapFlags GEPFlags, DebugLoc DL) { |
| return tryInsertInstruction( |
| new VPVectorPointerRecipe(Ptr, SourceElementTy, Stride, GEPFlags, DL)); |
| } |
| |
| /// Create a vector pointer recipe for a consecutive memory access to \p Ptr |
| /// with element type \p SourceElementTy. |
| VPSingleDefRecipe *createConsecutiveVectorPointer(VPValue *Ptr, |
| Type *SourceElementTy, |
| bool Reverse, DebugLoc DL); |
| |
| VPWidenMemIntrinsicRecipe *createWidenMemIntrinsic( |
| Intrinsic::ID VectorIntrinsicID, ArrayRef<VPValue *> CallArguments, |
| Type *Ty, Align Alignment, const VPIRMetadata &MD, DebugLoc DL) { |
| return tryInsertInstruction(new VPWidenMemIntrinsicRecipe( |
| VectorIntrinsicID, CallArguments, Ty, Alignment, MD, DL)); |
| } |
| |
| //===--------------------------------------------------------------------===// |
| // RAII helpers. |
| //===--------------------------------------------------------------------===// |
| |
| /// RAII object that stores the current insertion point and restores it when |
| /// the object is destroyed. |
| class InsertPointGuard { |
| VPBuilder &Builder; |
| VPBasicBlock *Block; |
| VPBasicBlock::iterator Point; |
| |
| public: |
| InsertPointGuard(VPBuilder &B) |
| : Builder(B), Block(B.getInsertBlock()), Point(B.getInsertPoint()) {} |
| |
| InsertPointGuard(const InsertPointGuard &) = delete; |
| InsertPointGuard &operator=(const InsertPointGuard &) = delete; |
| |
| ~InsertPointGuard() { Builder.restoreIP(VPInsertPoint(Block, Point)); } |
| }; |
| }; |
| |
| /// TODO: The following VectorizationFactor was pulled out of |
| /// LoopVectorizationCostModel class. LV also deals with |
| /// VectorizerParams::VectorizationFactor. |
| /// We need to streamline them. |
| |
| /// Information about vectorization costs. |
| struct VectorizationFactor { |
| /// Vector width with best cost. |
| ElementCount Width; |
| |
| /// Cost of the loop with that width. |
| InstructionCost Cost; |
| |
| /// Cost of the scalar loop. |
| InstructionCost ScalarCost; |
| |
| /// The minimum trip count required to make vectorization profitable, e.g. due |
| /// to runtime checks. |
| ElementCount MinProfitableTripCount; |
| |
| VectorizationFactor(ElementCount Width, InstructionCost Cost, |
| InstructionCost ScalarCost) |
| : Width(Width), Cost(Cost), ScalarCost(ScalarCost) {} |
| |
| /// Width 1 means no vectorization, cost 0 means uncomputed cost. |
| static VectorizationFactor Disabled() { |
| return {ElementCount::getFixed(1), 0, 0}; |
| } |
| |
| bool operator==(const VectorizationFactor &rhs) const { |
| return Width == rhs.Width && Cost == rhs.Cost; |
| } |
| |
| bool operator!=(const VectorizationFactor &rhs) const { |
| return !(*this == rhs); |
| } |
| }; |
| |
| /// A class that represents two vectorization factors (initialized with 0 by |
| /// default). One for fixed-width vectorization and one for scalable |
| /// vectorization. This can be used by the vectorizer to choose from a range of |
| /// fixed and/or scalable VFs in order to find the most cost-effective VF to |
| /// vectorize with. |
| struct FixedScalableVFPair { |
| ElementCount FixedVF; |
| ElementCount ScalableVF; |
| |
| FixedScalableVFPair() |
| : FixedVF(ElementCount::getFixed(0)), |
| ScalableVF(ElementCount::getScalable(0)) {} |
| FixedScalableVFPair(const ElementCount &Max) : FixedScalableVFPair() { |
| *(Max.isScalable() ? &ScalableVF : &FixedVF) = Max; |
| } |
| FixedScalableVFPair(const ElementCount &FixedVF, |
| const ElementCount &ScalableVF) |
| : FixedVF(FixedVF), ScalableVF(ScalableVF) { |
| assert(!FixedVF.isScalable() && ScalableVF.isScalable() && |
| "Invalid scalable properties"); |
| } |
| |
| static FixedScalableVFPair getNone() { return FixedScalableVFPair(); } |
| |
| /// \return true if either fixed- or scalable VF is non-zero. |
| explicit operator bool() const { return FixedVF || ScalableVF; } |
| |
| /// \return true if either fixed- or scalable VF is a valid vector VF. |
| bool hasVector() const { return FixedVF.isVector() || ScalableVF.isVector(); } |
| }; |
| |
| /// Holds state needed to make cost decisions before computing costs per-VF, |
| /// including the maximum VFs. |
| class VFSelectionContext { |
| /// \return True if maximizing vector bandwidth is enabled by the target or |
| /// user options, for the given register kind (scalable or fixed-width). |
| bool useMaxBandwidth(bool IsScalable) const; |
| |
| /// \return the maximized element count based on the targets vector |
| /// registers and the loop trip-count, but limited to a maximum safe VF. |
| /// This is a helper function of computeFeasibleMaxVF. |
| ElementCount getMaximizedVFForTarget(unsigned MaxTripCount, |
| unsigned SmallestType, |
| unsigned WidestType, |
| ElementCount MaxSafeVF, unsigned UserIC, |
| bool FoldTailByMasking, |
| bool RequiresScalarEpilogue); |
| |
| /// If \p VF * \p UserIC > MaxTripcount, clamps VF to the next lower VF |
| /// that results in VF * UserIC <= MaxTripCount. |
| ElementCount clampVFByMaxTripCount(ElementCount VF, unsigned MaxTripCount, |
| unsigned UserIC, bool FoldTailByMasking, |
| bool RequiresScalarEpilogue) const; |
| |
| /// Checks if scalable vectorization is supported and enabled. Caches the |
| /// result to avoid repeated debug dumps for repeated queries. |
| bool isScalableVectorizationAllowed(); |
| |
| /// \return the maximum legal scalable VF, based on the safe max number |
| /// of elements. |
| ElementCount getMaxLegalScalableVF(unsigned MaxSafeElements); |
| |
| /// Initializes the value of vscale used for tuning the cost model. If |
| /// vscale_range.min == vscale_range.max then return vscale_range.max, else |
| /// return the value returned by the corresponding TTI method. |
| void initializeVScaleForTuning(); |
| |
| const TargetTransformInfo &TTI; |
| const LoopVectorizationLegality *Legal; |
| const Loop *TheLoop; |
| const Function &F; |
| PredicatedScalarEvolution &PSE; |
| DemandedBits *DB; |
| OptimizationRemarkEmitter *ORE; |
| const LoopVectorizeHints *Hints; |
| |
| /// Cached result of isScalableVectorizationAllowed. |
| std::optional<bool> IsScalableVectorizationAllowed; |
| |
| /// Used to store the value of vscale used for tuning the cost model. It is |
| /// initialized during object construction. |
| std::optional<unsigned> VScaleForTuning; |
| |
| /// The highest VF possible for this loop, without using MaxBandwidth. |
| FixedScalableVFPair MaxPermissibleVFWithoutMaxBW; |
| |
| /// All element types found in the loop. |
| SmallPtrSet<Type *, 16> ElementTypesInLoop; |
| |
| /// PHINodes of the reductions that should be expanded in-loop. Set by |
| /// collectInLoopReductions. |
| SmallPtrSet<PHINode *, 4> InLoopReductions; |
| |
| /// A Map of inloop reduction operations and their immediate chain operand. |
| /// FIXME: This can be removed once reductions can be costed correctly in |
| /// VPlan. This was added to allow quick lookup of the inloop operations. |
| /// Set by collectInLoopReductions. |
| DenseMap<Instruction *, Instruction *> InLoopReductionImmediateChains; |
| |
| /// Maximum safe number of elements to be processed per vector iteration, |
| /// which do not prevent store-load forwarding and are safe with regard to the |
| /// memory dependencies. Required for EVL-based vectorization, where this |
| /// value is used as the upper bound of the safe AVL. Set by |
| /// computeFeasibleMaxVF. |
| std::optional<unsigned> MaxSafeElements; |
| |
| /// Map of scalar integer values to the smallest bitwidth they can be legally |
| /// represented as. The vector equivalents of these values should be truncated |
| /// to this type. |
| MapVector<Instruction *, uint64_t> MinBWs; |
| |
| public: |
| /// The kind of cost that we are calculating. |
| const TTI::TargetCostKind CostKind; |
| |
| /// Whether this loop should be optimized for size based on function attribute |
| /// or profile information. |
| const bool OptForSize; |
| |
| VFSelectionContext(const TargetTransformInfo &TTI, |
| const LoopVectorizationLegality *Legal, |
| const Loop *TheLoop, const Function &F, |
| PredicatedScalarEvolution &PSE, DemandedBits *DB, |
| OptimizationRemarkEmitter *ORE, |
| const LoopVectorizeHints *Hints, bool OptForSize) |
| : TTI(TTI), Legal(Legal), TheLoop(TheLoop), F(F), PSE(PSE), DB(DB), |
| ORE(ORE), Hints(Hints), |
| CostKind(F.hasMinSize() ? TTI::TCK_CodeSize : TTI::TCK_RecipThroughput), |
| OptForSize(OptForSize) { |
| initializeVScaleForTuning(); |
| } |
| |
| /// \return The vscale value used for tuning the cost model. |
| std::optional<unsigned> getVScaleForTuning() const { return VScaleForTuning; } |
| |
| /// \return True if register pressure should be considered for the given VF. |
| bool shouldConsiderRegPressureForVF(ElementCount VF) const; |
| |
| /// \return True if scalable vectors are supported by the target or forced. |
| bool supportsScalableVectors() const; |
| |
| /// Collect element types in the loop that need widening. |
| void collectElementTypesForWidening( |
| const SmallPtrSetImpl<const Value *> *ValuesToIgnore = nullptr); |
| |
| /// \return The size (in bits) of the smallest and widest types in the code |
| /// that need to be vectorized. We ignore values that remain scalar such as |
| /// 64 bit loop indices. |
| std::pair<unsigned, unsigned> getSmallestAndWidestTypes() const; |
| |
| /// \return An upper bound for the vectorization factors for both |
| /// fixed and scalable vectorization, where the minimum-known number of |
| /// elements is a power-of-2 larger than zero. If scalable vectorization is |
| /// disabled or unsupported, then the scalable part will be equal to |
| /// ElementCount::getScalable(0). Also sets MaxSafeElements. |
| FixedScalableVFPair computeFeasibleMaxVF(unsigned MaxTripCount, |
| ElementCount UserVF, unsigned UserIC, |
| bool FoldTailByMasking, |
| bool RequiresScalarEpilogue); |
| |
| /// Return maximum safe number of elements to be processed per vector |
| /// iteration, which do not prevent store-load forwarding and are safe with |
| /// regard to the memory dependencies. Required for EVL-based VPlans to |
| /// correctly calculate AVL (application vector length) as min(remaining AVL, |
| /// MaxSafeElements). Set by computeFeasibleMaxVF. |
| /// TODO: need to consider adjusting cost model to use this value as a |
| /// vectorization factor for EVL-based vectorization. |
| std::optional<unsigned> getMaxSafeElements() const { return MaxSafeElements; } |
| |
| /// Returns true if we should use strict in-order reductions for the given |
| /// RdxDesc. This is true if the -enable-strict-reductions flag is passed, |
| /// the IsOrdered flag of RdxDesc is set and we do not allow reordering |
| /// of FP operations. |
| bool useOrderedReductions(const RecurrenceDescriptor &RdxDesc) const; |
| |
| /// Returns true if the target machine supports masked loads or stores |
| /// for \p I's data type and alignment. The caller must ensure the access is |
| /// consecutive or part of an interleave group. |
| bool isLegalMaskedLoadOrStore(Instruction *I, ElementCount VF) const; |
| |
| /// Returns true if the target machine can represent \p V as a masked gather |
| /// or scatter operation. |
| bool isLegalGatherOrScatter(Value *V, ElementCount VF) const; |
| |
| /// Split reductions into those that happen in the loop, and those that |
| /// happen outside. In-loop reductions are collected into InLoopReductions. |
| /// InLoopReductionImmediateChains is filled with each in-loop reduction |
| /// operation and its immediate chain operand for use during cost modelling. |
| void collectInLoopReductions(); |
| |
| /// Returns true if the Phi is part of an inloop reduction. |
| bool isInLoopReduction(PHINode *Phi) const { |
| return InLoopReductions.contains(Phi); |
| } |
| |
| /// Returns the set of in-loop reduction PHIs. |
| const SmallPtrSetImpl<PHINode *> &getInLoopReductions() const { |
| return InLoopReductions; |
| } |
| |
| /// Returns the immediate chain operand of in-loop reduction operation \p I, |
| /// or nullptr if \p I is not an in-loop reduction operation. |
| Instruction *getInLoopReductionImmediateChain(Instruction *I) const { |
| return InLoopReductionImmediateChains.lookup(I); |
| } |
| |
| /// Check whether vectorization would require runtime checks. When optimizing |
| /// for size, returning true here aborts vectorization. |
| bool runtimeChecksRequired(); |
| |
| /// Returns a scalable VF to use for outer-loop vectorization if the target |
| /// supports it and a fixed VF otherwise. |
| FixedScalableVFPair computeVPlanOuterloopVF(ElementCount UserVF); |
| |
| /// Compute smallest bitwidth each instruction can be represented with. |
| /// The vector equivalents of these instructions should be truncated to this |
| /// type. |
| void computeMinimalBitwidths(); |
| |
| /// \returns The smallest bitwidth each instruction can be represented with. |
| const MapVector<Instruction *, uint64_t> &getMinimalBitwidths() const { |
| return MinBWs; |
| } |
| }; |
| |
| /// Planner drives the vectorization process after having passed |
| /// Legality checks. |
| class LoopVectorizationPlanner { |
| /// The loop that we evaluate. |
| Loop *OrigLoop; |
| |
| /// Loop Info analysis. |
| LoopInfo *LI; |
| |
| /// The dominator tree. |
| DominatorTree *DT; |
| |
| /// Target Library Info. |
| const TargetLibraryInfo *TLI; |
| |
| /// Target Transform Info. |
| const TargetTransformInfo &TTI; |
| |
| /// The legality analysis. |
| LoopVectorizationLegality *Legal; |
| |
| /// The profitability analysis. |
| LoopVectorizationCostModel &CM; |
| |
| /// VF selection state independent of cost-modeling decisions. |
| VFSelectionContext &Config; |
| |
| /// The interleaved access analysis. |
| InterleavedAccessInfo &IAI; |
| |
| PredicatedScalarEvolution &PSE; |
| |
| const LoopVectorizeHints &Hints; |
| |
| OptimizationRemarkEmitter *ORE; |
| |
| SmallVector<VPlanPtr, 4> VPlans; |
| |
| /// Profitable vector factors. |
| SmallVector<VectorizationFactor, 8> ProfitableVFs; |
| |
| /// A builder used to construct the current plan. |
| VPBuilder Builder; |
| |
| /// Computes the cost of \p Plan for vectorization factor \p VF. |
| /// |
| /// The current implementation requires access to the |
| /// LoopVectorizationLegality to handle inductions and reductions, which is |
| /// why it is kept separate from the VPlan-only cost infrastructure. |
| /// |
| /// TODO: Move to VPlan::cost once the use of LoopVectorizationLegality has |
| /// been retired. |
| InstructionCost cost(VPlan &Plan, ElementCount VF, VPRegisterUsage *RU) const; |
| |
| /// Precompute costs for certain instructions using the legacy cost model. The |
| /// function is used to bring up the VPlan-based cost model to initially avoid |
| /// taking different decisions due to inaccuracies in the legacy cost model. |
| InstructionCost precomputeCosts(VPlan &Plan, ElementCount VF, |
| VPCostContext &CostCtx) const; |
| |
| public: |
| LoopVectorizationPlanner( |
| Loop *L, LoopInfo *LI, DominatorTree *DT, const TargetLibraryInfo *TLI, |
| const TargetTransformInfo &TTI, LoopVectorizationLegality *Legal, |
| LoopVectorizationCostModel &CM, VFSelectionContext &Config, |
| InterleavedAccessInfo &IAI, PredicatedScalarEvolution &PSE, |
| const LoopVectorizeHints &Hints, OptimizationRemarkEmitter *ORE) |
| : OrigLoop(L), LI(LI), DT(DT), TLI(TLI), TTI(TTI), Legal(Legal), CM(CM), |
| Config(Config), IAI(IAI), PSE(PSE), Hints(Hints), ORE(ORE) {} |
| |
| /// Build VPlans for the specified \p UserVF and \p UserIC if they are |
| /// non-zero or all applicable candidate VFs otherwise. If vectorization and |
| /// interleaving should be avoided up-front, no plans are generated. |
| void plan(ElementCount UserVF, unsigned UserIC); |
| |
| /// Return the VPlan for \p VF. At the moment, there is always a single VPlan |
| /// for each VF. |
| VPlan &getPlanFor(ElementCount VF) const; |
| |
| /// Compute and return the most profitable vectorization factor and the |
| /// corresponding best VPlan. Also collect all profitable VFs in |
| /// ProfitableVFs. |
| std::pair<VectorizationFactor, VPlan *> computeBestVF(); |
| |
| /// \return The desired interleave count. |
| /// If interleave count has been specified by metadata it will be returned. |
| /// Otherwise, the interleave count is computed and returned. VF and LoopCost |
| /// are the selected vectorization factor and the cost of the selected VF. |
| unsigned selectInterleaveCount(VPlan &Plan, ElementCount VF, |
| InstructionCost LoopCost); |
| |
| /// Generate the IR code for the vectorized loop captured in VPlan \p BestPlan |
| /// according to the best selected \p VF and \p UF. |
| /// |
| /// TODO: \p EpilogueVecKind should be removed once the re-use issue has been |
| /// fixed. |
| /// |
| /// Returns a mapping of SCEVs to their expanded IR values. |
| /// Note that this is a temporary workaround needed due to the current |
| /// epilogue handling. |
| enum class EpilogueVectorizationKind { |
| None, ///< Not part of epilogue vectorization. |
| MainLoop, ///< Vectorizing the main loop of epilogue vectorization. |
| Epilogue ///< Vectorizing the epilogue loop. |
| }; |
| DenseMap<const SCEV *, Value *> |
| executePlan(ElementCount VF, unsigned UF, VPlan &BestPlan, |
| InnerLoopVectorizer &LB, DominatorTree *DT, |
| EpilogueVectorizationKind EpilogueVecKind = |
| EpilogueVectorizationKind::None); |
| |
| #if !defined(NDEBUG) || defined(LLVM_ENABLE_DUMP) |
| void printPlans(raw_ostream &O); |
| #endif |
| |
| /// Look through the existing plans and return true if we have one with |
| /// vectorization factor \p VF. |
| bool hasPlanWithVF(ElementCount VF) const { |
| return any_of(VPlans, |
| [&](const VPlanPtr &Plan) { return Plan->hasVF(VF); }); |
| } |
| |
| /// Test a \p Predicate on a \p Range of VF's. Return the value of applying |
| /// \p Predicate on Range.Start, possibly decreasing Range.End such that the |
| /// returned value holds for the entire \p Range. |
| static bool |
| getDecisionAndClampRange(const std::function<bool(ElementCount)> &Predicate, |
| VFRange &Range); |
| |
| /// \return A VPlan for the most profitable epilogue vectorization, with its |
| /// VF narrowed to the chosen factor. The returned plan is a duplicate. |
| /// Returns nullptr if epilogue vectorization is not supported or not |
| /// profitable for the loop. |
| std::unique_ptr<VPlan> |
| selectBestEpiloguePlan(VPlan &MainPlan, ElementCount MainLoopVF, unsigned IC); |
| |
| /// Emit remarks for recipes with invalid costs in the available VPlans. |
| void emitInvalidCostRemarks(OptimizationRemarkEmitter *ORE); |
| |
| /// Create a check to \p Plan to see if the vector loop should be executed |
| /// based on its trip count. |
| void addMinimumIterationCheck(VPlan &Plan, ElementCount VF, unsigned UF, |
| ElementCount MinProfitableTripCount) const; |
| |
| /// Returns true if \p Plan requires a scalar epilogue after the vector |
| /// loop. Asserts that the VPlan decision matches the legacy cost model. |
| bool requiresScalarEpilogue(VPlan &Plan, ElementCount VF) const; |
| |
| /// Returns true if \p Plan folds the tail by masking. Asserts that the |
| /// VPlan-based decision matches the legacy cost model. |
| bool hasTailFolded(const VPlan &Plan) const; |
| |
| /// Attach the runtime checks of \p RTChecks to \p Plan. |
| void attachRuntimeChecks(VPlan &Plan, GeneratedRTChecks &RTChecks, |
| bool HasBranchWeights) const; |
| |
| /// Update loop metadata and profile info for both the scalar remainder loop |
| /// and \p VectorLoop, if it exists. Keeps all loop hints from the original |
| /// loop on the vector loop and replaces vectorizer-specific metadata. The |
| /// loop ID of the original loop \p OrigLoopID must be passed, together with |
| /// the average trip count and invocation weight of the original loop (\p |
| /// OrigAverageTripCount and \p OrigLoopInvocationWeight respectively). They |
| /// cannot be retrieved after the plan has been executed, as the original loop |
| /// may have been removed. |
| void updateLoopMetadataAndProfileInfo( |
| Loop *VectorLoop, VPBasicBlock *HeaderVPBB, const VPlan &Plan, |
| bool VectorizingEpilogue, MDNode *OrigLoopID, |
| std::optional<unsigned> OrigAverageTripCount, |
| unsigned OrigLoopInvocationWeight, unsigned EstimatedVFxUF, |
| bool DisableRuntimeUnroll); |
| |
| private: |
| /// Build an initial VPlan, with HCFG wrapping the original scalar loop and |
| /// scalar transformations applied. Returns null if an initial VPlan cannot |
| /// be built. |
| VPlanPtr tryToBuildVPlan1(); |
| |
| /// Build a VPlan using VPRecipes according to the information gathered by |
| /// Legal and VPlan-based analysis. For outer loops, performs basic recipe |
| /// conversion only. For inner loops, \p Range's largest included VF is |
| /// restricted to the maximum VF the returned VPlan is valid for. If no VPlan |
| /// can be built for the input range, set the largest included VF to the |
| /// maximum VF for which no plan could be built. Each VPlan is built starting |
| /// from a copy of \p InitialPlan, which is a plain CFG VPlan wrapping the |
| /// original scalar loop. |
| VPlanPtr tryToBuildVPlan(VPlanPtr InitialPlan, VFRange &Range); |
| |
| /// Build VPlans for power-of-2 VF's between \p MinVF and \p MaxVF inclusive, |
| /// based on \p VPlan1 and according to the information gathered by Legal |
| /// when it checked if it is legal to vectorize the loop. |
| void buildVPlans(VPlan &VPlan1, ElementCount MinVF, ElementCount MaxVF); |
| |
| /// Add ComputeReductionResult recipes to the middle block to compute the |
| /// final reduction results. Add Select recipes to the latch block when |
| /// folding tail, to feed ComputeReductionResult with the last or penultimate |
| /// iteration values according to the header mask. |
| void addReductionResultComputation(VPlanPtr &Plan, |
| VPRecipeBuilder &RecipeBuilder, |
| ElementCount MinVF); |
| |
| /// Returns true if the per-lane cost of VectorizationFactor A is lower than |
| /// that of B. |
| bool isMoreProfitable(const VectorizationFactor &A, |
| const VectorizationFactor &B, bool HasTail, |
| bool IsEpilogue = false) const; |
| |
| /// Returns true if the per-lane cost of VectorizationFactor A is lower than |
| /// that of B in the context of vectorizing a loop with known \p MaxTripCount. |
| bool isMoreProfitable(const VectorizationFactor &A, |
| const VectorizationFactor &B, |
| const unsigned MaxTripCount, bool HasTail, |
| bool IsEpilogue = false) const; |
| |
| /// Determines if we have the infrastructure to vectorize the loop and its |
| /// epilogue, assuming the main loop is vectorized by \p MainPlan. |
| bool isCandidateForEpilogueVectorization(VPlan &MainPlan) const; |
| }; |
| |
| /// A helper function that returns true if the given type is irregular. The |
| /// type is irregular if its allocated size doesn't equal the store size of an |
| /// element of the corresponding vector type. |
| inline bool hasIrregularType(Type *Ty, const DataLayout &DL) { |
| // Determine if an array of N elements of type Ty is "bitcast compatible" |
| // with a <N x Ty> vector. |
| // This is only true if there is no padding between the array elements. |
| return DL.getTypeAllocSizeInBits(Ty) != DL.getTypeSizeInBits(Ty); |
| } |
| |
| } // namespace llvm |
| |
| #endif // LLVM_TRANSFORMS_VECTORIZE_LOOPVECTORIZATIONPLANNER_H |