LoopVectorizationCostModel - estimates the expected speedups due to vectorization. More...

Classes
struct	CallWideningDecision

struct	RegisterUsage
	A struct that represents some properties of the register usage of a loop. More...

Public Types
enum	InstWidening { CM_Unknown , CM_Widen , CM_Widen_Reverse , CM_Interleave , CM_GatherScatter , CM_Scalarize , CM_VectorCall , CM_IntrinsicCall }
	Decision that was taken during cost calculation for memory instruction. More...

using	VectorizationCostTy = std::pair< InstructionCost, bool >
	The vectorization cost is a combination of the cost itself and a boolean indicating whether any of the contributing operations will actually operate on vector values after type legalization in the backend.

Public Member Functions
	LoopVectorizationCostModel (ScalarEpilogueLowering SEL, Loop L, PredicatedScalarEvolution &PSE, LoopInfo LI, LoopVectorizationLegality Legal, const TargetTransformInfo &TTI, const TargetLibraryInfo TLI, DemandedBits DB, AssumptionCache AC, OptimizationRemarkEmitter ORE, const Function F, const LoopVectorizeHints *Hints, InterleavedAccessInfo &IAI)

FixedScalableVFPair	computeMaxVF (ElementCount UserVF, unsigned UserIC)

bool	runtimeChecksRequired ()

bool	selectUserVectorizationFactor (ElementCount UserVF)
	Setup cost-based decisions for user vectorization factor.

std::pair< unsigned, unsigned >	getSmallestAndWidestTypes ()

unsigned	selectInterleaveCount (ElementCount VF, InstructionCost LoopCost)

void	setCostBasedWideningDecision (ElementCount VF)
	Memory access instruction may be vectorized in more than one way.

void	setVectorizedCallDecision (ElementCount VF)
	A call may be vectorized in different ways depending on whether we have vectorized variants available and whether the target supports masking.

SmallVector< RegisterUsage, 8 >	calculateRegisterUsage (ArrayRef< ElementCount > VFs)

void	collectValuesToIgnore ()
	Collect values we want to ignore in the cost model.

void	collectElementTypesForWidening ()
	Collect all element types in the loop for which widening is needed.

void	collectInLoopReductions ()
	Split reductions into those that happen in the loop, and those that happen outside.

bool	useOrderedReductions (const RecurrenceDescriptor &RdxDesc) const
	Returns true if we should use strict in-order reductions for the given RdxDesc.

const MapVector< Instruction *, uint64_t > &	getMinimalBitwidths () const

bool	isProfitableToScalarize (Instruction *I, ElementCount VF) const

bool	isUniformAfterVectorization (Instruction *I, ElementCount VF) const
	Returns true if `I` is known to be uniform after vectorization.

bool	isScalarAfterVectorization (Instruction *I, ElementCount VF) const
	Returns true if `I` is known to be scalar after vectorization.

bool	canTruncateToMinimalBitwidth (Instruction *I, ElementCount VF) const

void	setWideningDecision (Instruction *I, ElementCount VF, InstWidening W, InstructionCost Cost)
	Save vectorization decision `W` and `Cost` taken by the cost model for instruction `I` and vector width `VF`.

void	setWideningDecision (const InterleaveGroup< Instruction > *Grp, ElementCount VF, InstWidening W, InstructionCost Cost)
	Save vectorization decision `W` and `Cost` taken by the cost model for interleaving group `Grp` and vector width `VF`.

InstWidening	getWideningDecision (Instruction *I, ElementCount VF) const
	Return the cost model decision for the given instruction `I` and vector width `VF`.

InstructionCost	getWideningCost (Instruction *I, ElementCount VF)
	Return the vectorization cost for the given instruction `I` and vector width `VF`.

void	setCallWideningDecision (CallInst CI, ElementCount VF, InstWidening Kind, Function Variant, Intrinsic::ID IID, std::optional< unsigned > MaskPos, InstructionCost Cost)

CallWideningDecision	getCallWideningDecision (CallInst *CI, ElementCount VF) const

bool	isOptimizableIVTruncate (Instruction *I, ElementCount VF)
	Return True if instruction `I` is an optimizable truncate whose operand is an induction variable.

void	collectInstsToScalarize (ElementCount VF)
	Collects the instructions to scalarize for each predicated instruction in the loop.

void	collectUniformsAndScalars (ElementCount VF)
	Collect Uniform and Scalar values for the given `VF`.

bool	isLegalMaskedStore (Type DataType, Value Ptr, Align Alignment) const
	Returns true if the target machine supports masked store operation for the given `DataType` and kind of access to `Ptr`.

bool	isLegalMaskedLoad (Type DataType, Value Ptr, Align Alignment) const
	Returns true if the target machine supports masked load operation for the given `DataType` and kind of access to `Ptr`.

bool	isLegalGatherOrScatter (Value *V, ElementCount VF)
	Returns true if the target machine can represent `V` as a masked gather or scatter operation.

bool	canVectorizeReductions (ElementCount VF) const
	Returns true if the target machine supports all of the reduction variables found for the given VF.

bool	isDivRemScalarWithPredication (InstructionCost ScalarCost, InstructionCost SafeDivisorCost) const
	Given costs for both strategies, return true if the scalar predication lowering should be used for div/rem.

bool	isScalarWithPredication (Instruction *I, ElementCount VF) const
	Returns true if `I` is an instruction which requires predication and for which our chosen predication strategy is scalarization (i.e.

bool	isPredicatedInst (Instruction *I) const
	Returns true if `I` is an instruction that needs to be predicated at runtime.

std::pair< InstructionCost, InstructionCost >	getDivRemSpeculationCost (Instruction *I, ElementCount VF) const
	Return the costs for our two available strategies for lowering a div/rem operation which requires speculating at least one lane.

bool	memoryInstructionCanBeWidened (Instruction *I, ElementCount VF)
	Returns true if `I` is a memory instruction with consecutive memory access that can be widened.

bool	interleavedAccessCanBeWidened (Instruction *I, ElementCount VF)
	Returns true if `I` is a memory instruction in an interleaved-group of memory accesses that can be vectorized with wide vector loads/stores and shuffles.

bool	isAccessInterleaved (Instruction *Instr)
	Check if `Instr` belongs to any interleaved access group.

const InterleaveGroup< Instruction > *	getInterleavedAccessGroup (Instruction *Instr)
	Get the interleaved access group that `Instr` belongs to.

bool	requiresScalarEpilogue (bool IsVectorizing) const
	Returns true if we're required to use a scalar epilogue for at least the final iteration of the original loop.

bool	requiresScalarEpilogue (VFRange Range) const
	Returns true if we're required to use a scalar epilogue for at least the final iteration of the original loop for all VFs in `Range`.

bool	isScalarEpilogueAllowed () const
	Returns true if a scalar epilogue is not allowed due to optsize or a loop hint annotation.

TailFoldingStyle	getTailFoldingStyle (bool IVUpdateMayOverflow=true) const
	Returns the TailFoldingStyle that is best for the current loop.

void	setTailFoldingStyles (bool IsScalableVF, unsigned UserIC)
	Selects and saves TailFoldingStyle for 2 options - if IV update may overflow or not.

bool	foldTailByMasking () const
	Returns true if all loop blocks should be masked to fold tail loop.

bool	blockNeedsPredicationForAnyReason (BasicBlock *BB) const
	Returns true if the instructions in this block requires predication for any reason, e.g.

bool	foldTailWithEVL () const
	Returns true if VP intrinsics with explicit vector length support should be generated in the tail folded loop.

bool	isInLoopReduction (PHINode *Phi) const
	Returns true if the Phi is part of an inloop reduction.

InstructionCost	getVectorIntrinsicCost (CallInst *CI, ElementCount VF) const
	Estimate cost of an intrinsic call instruction CI if it were vectorized with factor VF.

InstructionCost	getVectorCallCost (CallInst *CI, ElementCount VF) const
	Estimate cost of a call instruction CI if it were vectorized with factor VF.

void	invalidateCostModelingDecisions ()
	Invalidates decisions already taken by the cost model.

VectorizationCostTy	expectedCost (ElementCount VF, SmallVectorImpl< InstructionVFPair > *Invalid=nullptr)
	Returns the expected execution cost.

bool	hasPredStores () const

bool	isEpilogueVectorizationProfitable (const ElementCount VF) const
	Returns true if epilogue vectorization is considered profitable, and false otherwise.

Public Attributes
Loop *	TheLoop
	The loop that we evaluate.

PredicatedScalarEvolution &	PSE
	Predicated scalar evolution analysis.

LoopInfo *	LI
	Loop Info analysis.

LoopVectorizationLegality *	Legal
	Vectorization legality.

const TargetTransformInfo &	TTI
	Vector target information.

const TargetLibraryInfo *	TLI
	Target Library Info.

DemandedBits *	DB
	Demanded bits analysis.

AssumptionCache *	AC
	Assumption cache.

OptimizationRemarkEmitter *	ORE
	Interface to emit optimization remarks.

const Function *	TheFunction

const LoopVectorizeHints *	Hints
	Loop Vectorize Hint.

InterleavedAccessInfo &	InterleaveInfo
	The interleave access information contains groups of interleaved accesses with the same stride and close to each other.

SmallPtrSet< const Value *, 16 >	ValuesToIgnore
	Values to ignore in the cost model.

SmallPtrSet< const Value *, 16 >	VecValuesToIgnore
	Values to ignore in the cost model when VF > 1.

SmallPtrSet< Type *, 16 >	ElementTypesInLoop
	All element types found in the loop.

Detailed Description

LoopVectorizationCostModel - estimates the expected speedups due to vectorization.

In many cases vectorization is not profitable. This can happen because of a number of reasons. In this class we mainly attempt to predict the expected speedup/slowdowns due to the supported instruction set. We use the TargetTransformInfo to query the different backends for the cost of different operations.

Definition at line 1081 of file LoopVectorize.cpp.

Member Typedef Documentation

◆ VectorizationCostTy

using llvm::LoopVectorizationCostModel::VectorizationCostTy = std::pair<InstructionCost, bool>

The vectorization cost is a combination of the cost itself and a boolean indicating whether any of the contributing operations will actually operate on vector values after type legalization in the backend.

If this latter value is false, then all operations will be scalarized (i.e. no vectorization has actually taken place).

Definition at line 1611 of file LoopVectorize.cpp.

Member Enumeration Documentation

◆ InstWidening

enum llvm::LoopVectorizationCostModel::InstWidening

Decision that was taken during cost calculation for memory instruction.

Enumerator
CM_Unknown
CM_Widen
CM_Widen_Reverse
CM_Interleave
CM_GatherScatter
CM_Scalarize
CM_VectorCall
CM_IntrinsicCall

Definition at line 1239 of file LoopVectorize.cpp.

Constructor & Destructor Documentation

◆ LoopVectorizationCostModel()

llvm::LoopVectorizationCostModel::LoopVectorizationCostModel	(	ScalarEpilogueLowering	SEL,
		Loop *	L,
		PredicatedScalarEvolution &	PSE,
		LoopInfo *	LI,
		LoopVectorizationLegality *	Legal,
		const TargetTransformInfo &	TTI,
		const TargetLibraryInfo *	TLI,
		DemandedBits *	DB,
		AssumptionCache *	AC,
		OptimizationRemarkEmitter *	ORE,
		const Function *	F,
		const LoopVectorizeHints *	Hints,
		InterleavedAccessInfo &	IAI
	)

inline

Definition at line 1083 of file LoopVectorize.cpp.

Member Function Documentation

◆ blockNeedsPredicationForAnyReason()

bool llvm::LoopVectorizationCostModel::blockNeedsPredicationForAnyReason ( BasicBlock * BB ) const

inline

Returns true if the instructions in this block requires predication for any reason, e.g.

because tail folding now requires a predicate or because the block in the original loop was predicated.

Definition at line 1567 of file LoopVectorize.cpp.

References llvm::LoopVectorizationLegality::blockNeedsPredication(), foldTailByMasking(), and Legal.

Referenced by collectInstsToScalarize(), interleavedAccessCanBeWidened(), isPredicatedInst(), and llvm::LoopVectorizationPlanner::plan().

◆ calculateRegisterUsage()

SmallVector< LoopVectorizationCostModel::RegisterUsage, 8 > LoopVectorizationCostModel::calculateRegisterUsage ( ArrayRef< ElementCount > VFs )

Returns: Returns information about the register usages of the loop for the given vectorization factors.

Definition at line 5569 of file LoopVectorize.cpp.

References llvm::all_of(), llvm::LoopBlocksDFS::beginRPO(), collectInLoopReductions(), collectUniformsAndScalars(), llvm::LoopBase< BlockT, LoopT >::contains(), llvm::SmallPtrSetImpl< PtrType >::count(), llvm::dbgs(), llvm::LoopBlocksDFS::endRPO(), llvm::SmallPtrSetImpl< PtrType >::erase(), llvm::VectorType::get(), llvm::ElementCount::getFixed(), llvm::TargetTransformInfo::getRegisterClassForType(), llvm::TargetTransformInfo::getRegisterClassName(), llvm::TargetTransformInfo::getRegUsageForType(), I, llvm::SetVector< T, Vector, Set, N >::insert(), llvm::SmallPtrSetImpl< PtrType >::insert(), isScalarAfterVectorization(), llvm::Type::isTokenTy(), llvm::VectorType::isValidElementType(), llvm::ElementCount::isVector(), LI, llvm::List, LLVM_DEBUG, llvm::LoopVectorizationCostModel::RegisterUsage::LoopInvariantRegs, llvm::make_range(), llvm::LoopVectorizationCostModel::RegisterUsage::MaxLocalUsers, llvm::LoopBlocksDFS::perform(), llvm::SmallVectorTemplateBase< T, bool >::push_back(), llvm::RegUsage, llvm::ArrayRef< T >::size(), llvm::MapVector< KeyT, ValueT, MapType, VectorType >::size(), llvm::SmallPtrSetImplBase::size(), llvm::SmallVectorBase< Size_T >::size(), TheLoop, ToRemove, TTI, ValuesToIgnore, and VecValuesToIgnore.

Referenced by selectInterleaveCount().

◆ canTruncateToMinimalBitwidth()

bool llvm::LoopVectorizationCostModel::canTruncateToMinimalBitwidth	(	Instruction *	I,
		ElementCount	VF
	)		const

inline

Returns: True if instruction I can be truncated to a smaller bitwidth for vectorization factor VF.

Definition at line 1232 of file LoopVectorize.cpp.

References I, isProfitableToScalarize(), isScalarAfterVectorization(), and llvm::ElementCount::isVector().

◆ canVectorizeReductions()

bool llvm::LoopVectorizationCostModel::canVectorizeReductions ( ElementCount VF ) const

inline

Returns true if the target machine supports all of the reduction variables found for the given VF.

Definition at line 1402 of file LoopVectorize.cpp.

References llvm::all_of(), llvm::LoopVectorizationLegality::getReductionVars(), Legal, and Reduction.

◆ collectElementTypesForWidening()

void LoopVectorizationCostModel::collectElementTypesForWidening ( )

Collect all element types in the loop for which widening is needed.

Definition at line 5243 of file LoopVectorize.cpp.

References assert(), llvm::LoopBase< BlockT, LoopT >::blocks(), ElementTypesInLoop, llvm::MapVector< KeyT, ValueT, MapType, VectorType >::find(), llvm::RecurrenceDescriptor::getOpcode(), llvm::RecurrenceDescriptor::getRecurrenceType(), llvm::LoopVectorizationLegality::getReductionVars(), I, llvm::LoopVectorizationLegality::isReductionVariable(), Legal, llvm::TargetTransformInfo::preferInLoopReduction(), PreferInLoopReductions, TheLoop, useOrderedReductions(), and ValuesToIgnore.

Referenced by llvm::LoopVectorizationPlanner::plan(), and processLoopInVPlanNativePath().

◆ collectInLoopReductions()

void LoopVectorizationCostModel::collectInLoopReductions ( )

Split reductions into those that happen in the loop, and those that happen outside.

In loop reductions are collected into InLoopReductions.

Definition at line 7179 of file LoopVectorize.cpp.

References llvm::dbgs(), llvm::SmallVectorBase< Size_T >::empty(), llvm::RecurrenceDescriptor::getOpcode(), llvm::RecurrenceDescriptor::getRecurrenceType(), llvm::RecurrenceDescriptor::getReductionOpChain(), llvm::LoopVectorizationLegality::getReductionVars(), I, llvm::SmallPtrSetImpl< PtrType >::insert(), Legal, LLVM_DEBUG, llvm::TargetTransformInfo::preferInLoopReduction(), PreferInLoopReductions, Reduction, TheLoop, and useOrderedReductions().

Referenced by calculateRegisterUsage(), and llvm::LoopVectorizationPlanner::plan().

◆ collectInstsToScalarize()

void LoopVectorizationCostModel::collectInstsToScalarize ( ElementCount VF )

Collects the instructions to scalarize for each predicated instruction in the loop.

Definition at line 5789 of file LoopVectorize.cpp.

References llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::begin(), blockNeedsPredicationForAnyReason(), llvm::LoopBase< BlockT, LoopT >::blocks(), llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::clear(), llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::contains(), llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::end(), I, llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::insert(), llvm::details::FixedOrScalableQuantity< LeafTy, ValueTy >::isScalable(), llvm::ElementCount::isScalar(), isScalarWithPredication(), llvm::details::FixedOrScalableQuantity< LeafTy, ValueTy >::isZero(), and TheLoop.

Referenced by llvm::LoopVectorizationPlanner::plan(), and selectUserVectorizationFactor().

◆ collectUniformsAndScalars()

void llvm::LoopVectorizationCostModel::collectUniformsAndScalars ( ElementCount VF )

inline

Collect Uniform and Scalar values for the given VF.

The sets depend on CM decision for Load/Store instructions that may be vectorized as interleave, gather-scatter or scalarized. Also make a decision on what to do about call instructions in the loop at that VF – scalarize, call a known vector routine, or call a vector intrinsic.

Definition at line 1361 of file LoopVectorize.cpp.

References llvm::ElementCount::isScalar(), setCostBasedWideningDecision(), and setVectorizedCallDecision().

Referenced by calculateRegisterUsage(), llvm::LoopVectorizationPlanner::plan(), and selectUserVectorizationFactor().

◆ collectValuesToIgnore()

void LoopVectorizationCostModel::collectValuesToIgnore ( )

◆ computeMaxVF()

FixedScalableVFPair LoopVectorizationCostModel::computeMaxVF	(	ElementCount	UserVF,
		unsigned	UserIC
	)

Returns: An upper bound for the vectorization factors (both fixed and scalable). If the factors are 0, vectorization and interleaving should be avoided up front.

Definition at line 4564 of file LoopVectorize.cpp.

References llvm::ScalarEvolution::applyLoopGuards(), assert(), llvm::CM_ScalarEpilogueAllowed, llvm::CM_ScalarEpilogueNotAllowedLowTripLoop, llvm::CM_ScalarEpilogueNotAllowedOptSize, llvm::CM_ScalarEpilogueNotAllowedUsePredicate, llvm::CM_ScalarEpilogueNotNeededUsePredicate, llvm::DataWithEVL, llvm::dbgs(), llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::empty(), llvm::FixedScalableVFPair::FixedVF, foldTailByMasking(), llvm::ScalarEvolution::getAddExpr(), llvm::PredicatedScalarEvolution::getBackedgeTakenCount(), llvm::ScalarEvolution::getConstant(), llvm::LoopBase< BlockT, LoopT >::getExitingBlock(), llvm::ElementCount::getFixed(), llvm::details::FixedOrScalableQuantity< LeafTy, ValueTy >::getFixedValue(), llvm::details::FixedOrScalableQuantity< LeafTy, ValueTy >::getKnownMinValue(), llvm::LoopBase< BlockT, LoopT >::getLoopLatch(), getMaxVScale(), llvm::FixedScalableVFPair::getNone(), llvm::ScalarEvolution::getOne(), llvm::LoopVectorizationLegality::getRuntimePointerChecking(), llvm::PredicatedScalarEvolution::getSE(), llvm::ScalarEvolution::getSmallConstantMaxTripCount(), llvm::ScalarEvolution::getSmallConstantTripCount(), getTailFoldingStyle(), llvm::SCEV::getType(), llvm::ScalarEvolution::getURemExpr(), llvm::TargetTransformInfo::hasBranchDivergence(), InterleaveInfo, llvm::InterleavedAccessInfo::invalidateGroupsRequiringScalarEpilogue(), llvm::details::FixedOrScalableQuantity< LeafTy, ValueTy >::isNonZero(), llvm::isPowerOf2_32(), llvm::details::FixedOrScalableQuantity< LeafTy, ValueTy >::isScalable(), llvm::TargetTransformInfo::isVScaleKnownToBeAPowerOfTwo(), llvm::SCEV::isZero(), Legal, LLVM_DEBUG, llvm::RuntimePointerChecking::Need, ORE, PSE, llvm::reportVectorizationFailure(), runtimeChecksRequired(), llvm::FixedScalableVFPair::ScalableVF, setTailFoldingStyles(), TheFunction, TheLoop, and useMaskedInterleavedAccesses().

Referenced by llvm::LoopVectorizationPlanner::plan().

◆ expectedCost()

LoopVectorizationCostModel::VectorizationCostTy LoopVectorizationCostModel::expectedCost	(	ElementCount	VF,
		SmallVectorImpl< InstructionVFPair > *	Invalid = `nullptr`
	)

Returns the expected execution cost.

The unit of the cost does not matter because we use the 'cost' units to compare different vector widths. The cost that is returned is not normalized by the factor width. If Invalid is not nullptr, this function will add a pair(Instruction*, ElementCount) to Invalid for each instruction that has an Invalid cost for the given VF.

Definition at line 5941 of file LoopVectorize.cpp.

References llvm::LoopVectorizationLegality::blockNeedsPredication(), llvm::LoopBase< BlockT, LoopT >::blocks(), llvm::CallingConv::C, llvm::dbgs(), ForceTargetInstructionCost, getReciprocalPredBlockProb(), I, llvm::Invalid, llvm::ElementCount::isScalar(), llvm::ElementCount::isVector(), Legal, LLVM_DEBUG, TheLoop, ValuesToIgnore, and VecValuesToIgnore.

Referenced by selectInterleaveCount(), and selectUserVectorizationFactor().

◆ foldTailByMasking()

bool llvm::LoopVectorizationCostModel::foldTailByMasking ( ) const

inline

Returns true if all loop blocks should be masked to fold tail loop.

Definition at line 1558 of file LoopVectorize.cpp.

References getTailFoldingStyle(), and llvm::None.

Referenced by blockNeedsPredicationForAnyReason(), computeMaxVF(), llvm::VPRecipeBuilder::createHeaderMask(), and setCostBasedWideningDecision().

◆ foldTailWithEVL()

bool llvm::LoopVectorizationCostModel::foldTailWithEVL ( ) const

inline

Returns true if VP intrinsics with explicit vector length support should be generated in the tail folded loop.

Definition at line 1573 of file LoopVectorize.cpp.

References CM_Widen_Reverse, llvm::Data, llvm::DataWithEVL, getTailFoldingStyle(), and llvm::none_of().

Referenced by selectInterleaveCount().

◆ getCallWideningDecision()

CallWideningDecision llvm::LoopVectorizationCostModel::getCallWideningDecision	(	CallInst *	CI,
		ElementCount	VF
	)		const

inline

Definition at line 1319 of file LoopVectorize.cpp.

References assert(), llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::at(), and llvm::ElementCount::isScalar().

◆ getDivRemSpeculationCost()

std::pair< InstructionCost, InstructionCost > LoopVectorizationCostModel::getDivRemSpeculationCost	(	Instruction *	I,
		ElementCount	VF
	)		const

Return the costs for our two available strategies for lowering a div/rem operation which requires speculating at least one lane.

First result is for scalarization (will be invalid for scalable vectors); second is for the safe-divisor strategy.

Definition at line 3977 of file LoopVectorize.cpp.

Referenced by isScalarWithPredication().

◆ getInterleavedAccessGroup()

const InterleaveGroup< Instruction > * llvm::LoopVectorizationCostModel::getInterleavedAccessGroup ( Instruction * Instr )

inline

Get the interleaved access group that Instr belongs to.

Definition at line 1460 of file LoopVectorize.cpp.

References llvm::InterleavedAccessInfo::getInterleaveGroup(), and InterleaveInfo.

Referenced by interleavedAccessCanBeWidened(), and setCostBasedWideningDecision().

◆ getMinimalBitwidths()

const MapVector< Instruction *, uint64_t > & llvm::LoopVectorizationCostModel::getMinimalBitwidths ( ) const

inline

Returns: The smallest bitwidth each instruction can be represented with. The vector equivalents of these instructions should be truncated to this type.

Definition at line 1177 of file LoopVectorize.cpp.

◆ getSmallestAndWidestTypes()

std::pair< unsigned, unsigned > LoopVectorizationCostModel::getSmallestAndWidestTypes ( )

Returns: The size (in bits) of the smallest and widest types in the code that needs to be vectorized. We ignore values that remain scalar such as 64 bit loop indices.

Definition at line 5212 of file LoopVectorize.cpp.

References DL, ElementTypesInLoop, llvm::MapVector< KeyT, ValueT, MapType, VectorType >::empty(), llvm::Module::getDataLayout(), llvm::RecurrenceDescriptor::getMinWidthCastToRecurrenceTypeInBits(), llvm::GlobalValue::getParent(), llvm::RecurrenceDescriptor::getRecurrenceType(), llvm::LoopVectorizationLegality::getReductionVars(), llvm::Type::getScalarSizeInBits(), Legal, and TheFunction.

Referenced by determineVPlanVF().

◆ getTailFoldingStyle()

TailFoldingStyle llvm::LoopVectorizationCostModel::getTailFoldingStyle ( bool IVUpdateMayOverflow = true ) const

inline

Returns the TailFoldingStyle that is best for the current loop.

Definition at line 1498 of file LoopVectorize.cpp.

References llvm::None.

Referenced by computeMaxVF(), foldTailByMasking(), and foldTailWithEVL().

◆ getVectorCallCost()

InstructionCost LoopVectorizationCostModel::getVectorCallCost	(	CallInst *	CI,
		ElementCount	VF
	)		const

Estimate cost of a call instruction CI if it were vectorized with factor VF.

Return the cost of the instruction, including scalarization overhead if it's needed.

Definition at line 3338 of file LoopVectorize.cpp.

References llvm::CallBase::args(), CostKind, llvm::CallBase::getCalledFunction(), llvm::TargetTransformInfo::getCallInstrCost(), llvm::Value::getType(), getVectorIntrinsicCost(), llvm::getVectorIntrinsicIDForCall(), llvm::RecurrenceDescriptor::isFMulAddIntrinsic(), llvm::ElementCount::isScalar(), llvm::SmallVectorTemplateBase< T, bool >::push_back(), RetTy, llvm::TargetTransformInfo::TCK_RecipThroughput, and TLI.

◆ getVectorIntrinsicCost()

InstructionCost LoopVectorizationCostModel::getVectorIntrinsicCost	(	CallInst *	CI,
		ElementCount	VF
	)		const

Estimate cost of an intrinsic call instruction CI if it were vectorized with factor VF.

Return the cost of the instruction, including scalarization overhead if it's needed.

Definition at line 3373 of file LoopVectorize.cpp.

References llvm::CallBase::args(), Arguments, assert(), llvm::CallBase::getCalledFunction(), llvm::Function::getFunctionType(), llvm::TargetTransformInfo::getIntrinsicInstrCost(), llvm::Value::getType(), llvm::getVectorIntrinsicIDForCall(), MaybeVectorizeType(), llvm::FunctionType::param_begin(), llvm::FunctionType::param_end(), RetTy, llvm::TargetTransformInfo::TCK_RecipThroughput, and TLI.

Referenced by getVectorCallCost(), and setVectorizedCallDecision().

◆ getWideningCost()

InstructionCost llvm::LoopVectorizationCostModel::getWideningCost	(	Instruction *	I,
		ElementCount	VF
	)

inline

Return the vectorization cost for the given instruction I and vector width VF.

Definition at line 1294 of file LoopVectorize.cpp.

References assert(), llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::contains(), I, and llvm::ElementCount::isVector().

◆ getWideningDecision()

InstWidening llvm::LoopVectorizationCostModel::getWideningDecision	(	Instruction *	I,
		ElementCount	VF
	)		const

inline

Return the cost model decision for the given instruction I and vector width VF.

Return CM_Unknown if this instruction did not pass through the cost modeling.

Definition at line 1279 of file LoopVectorize.cpp.

References assert(), CM_Unknown, llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::end(), llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::find(), I, llvm::LoopBase< BlockT, LoopT >::isInnermost(), llvm::ElementCount::isVector(), and TheLoop.

Referenced by interleavedAccessCanBeWidened(), and setCostBasedWideningDecision().

◆ hasPredStores()

bool llvm::LoopVectorizationCostModel::hasPredStores ( ) const

inline

Definition at line 1623 of file LoopVectorize.cpp.

◆ interleavedAccessCanBeWidened()

bool LoopVectorizationCostModel::interleavedAccessCanBeWidened	(	Instruction *	I,
		ElementCount	VF
	)

Returns true if I is a memory instruction in an interleaved-group of memory accesses that can be vectorized with wide vector loads/stores and shuffles.

Definition at line 4042 of file LoopVectorize.cpp.

References assert(), blockNeedsPredicationForAnyReason(), CM_Unknown, DL, getInterleavedAccessGroup(), llvm::getLoadStoreAlignment(), llvm::getLoadStoreType(), getWideningDecision(), hasIrregularType(), I, isAccessInterleaved(), llvm::TargetTransformInfo::isLegalMaskedLoad(), llvm::TargetTransformInfo::isLegalMaskedStore(), llvm::LoopVectorizationLegality::isMaskRequired(), isScalarEpilogueAllowed(), Legal, and useMaskedInterleavedAccesses().

Referenced by setCostBasedWideningDecision().

◆ invalidateCostModelingDecisions()

void llvm::LoopVectorizationCostModel::invalidateCostModelingDecisions ( )

inline

Invalidates decisions already taken by the cost model.

Definition at line 1599 of file LoopVectorize.cpp.

References llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::clear().

Referenced by llvm::LoopVectorizationPlanner::plan().

◆ isAccessInterleaved()

bool llvm::LoopVectorizationCostModel::isAccessInterleaved ( Instruction * Instr )

inline

Check if Instr belongs to any interleaved access group.

Definition at line 1454 of file LoopVectorize.cpp.

References InterleaveInfo, and llvm::InterleavedAccessInfo::isInterleaved().

Referenced by interleavedAccessCanBeWidened(), and setCostBasedWideningDecision().

◆ isDivRemScalarWithPredication()

bool llvm::LoopVectorizationCostModel::isDivRemScalarWithPredication	(	InstructionCost	ScalarCost,
		InstructionCost	SafeDivisorCost
	)		const

inline

Given costs for both strategies, return true if the scalar predication lowering should be used for div/rem.

This incorporates an override option so it is not simply a cost comparison.

Definition at line 1412 of file LoopVectorize.cpp.

References llvm::cl::BOU_FALSE, llvm::cl::BOU_TRUE, llvm::cl::BOU_UNSET, ForceSafeDivisor, and llvm_unreachable.

Referenced by isScalarWithPredication().

◆ isEpilogueVectorizationProfitable()

bool LoopVectorizationCostModel::isEpilogueVectorizationProfitable ( const ElementCount VF ) const

Returns true if epilogue vectorization is considered profitable, and false otherwise.

VF is the vectorization factor chosen for the original loop.

Definition at line 5089 of file LoopVectorize.cpp.

References EpilogueVectorizationMinVF, llvm::details::FixedOrScalableQuantity< LeafTy, ValueTy >::getKnownMinValue(), llvm::TargetTransformInfo::getMaxInterleaveFactor(), getVScaleForTuning(), llvm::details::FixedOrScalableQuantity< LeafTy, ValueTy >::isScalable(), llvm::TargetTransformInfo::preferEpilogueVectorization(), and TheLoop.

Referenced by llvm::LoopVectorizationPlanner::selectEpilogueVectorizationFactor().

◆ isInLoopReduction()

bool llvm::LoopVectorizationCostModel::isInLoopReduction ( PHINode * Phi ) const

inline

Returns true if the Phi is part of an inloop reduction.

Definition at line 1584 of file LoopVectorize.cpp.

Referenced by llvm::VPRecipeBuilder::tryToCreateWidenRecipe().

◆ isLegalGatherOrScatter()

bool llvm::LoopVectorizationCostModel::isLegalGatherOrScatter	(	Value *	V,
		ElementCount	VF
	)

inline

Returns true if the target machine can represent V as a masked gather or scatter operation.

Definition at line 1387 of file LoopVectorize.cpp.

References llvm::VectorType::get(), llvm::getLoadStoreAlignment(), llvm::getLoadStoreType(), llvm::TargetTransformInfo::isLegalMaskedGather(), llvm::TargetTransformInfo::isLegalMaskedScatter(), llvm::ElementCount::isVector(), and LI.

Referenced by setCostBasedWideningDecision().

◆ isLegalMaskedLoad()

bool llvm::LoopVectorizationCostModel::isLegalMaskedLoad	(	Type *	DataType,
		Value *	Ptr,
		Align	Alignment
	)		const

inline

Returns true if the target machine supports masked load operation for the given DataType and kind of access to Ptr.

Definition at line 1380 of file LoopVectorize.cpp.

References llvm::LoopVectorizationLegality::isConsecutivePtr(), llvm::TargetTransformInfo::isLegalMaskedLoad(), Legal, and Ptr.

Referenced by isScalarWithPredication().

◆ isLegalMaskedStore()

bool llvm::LoopVectorizationCostModel::isLegalMaskedStore	(	Type *	DataType,
		Value *	Ptr,
		Align	Alignment
	)		const

inline

Returns true if the target machine supports masked store operation for the given DataType and kind of access to Ptr.

Definition at line 1373 of file LoopVectorize.cpp.

References llvm::LoopVectorizationLegality::isConsecutivePtr(), llvm::TargetTransformInfo::isLegalMaskedStore(), Legal, and Ptr.

Referenced by isScalarWithPredication().

◆ isOptimizableIVTruncate()

bool llvm::LoopVectorizationCostModel::isOptimizableIVTruncate	(	Instruction *	I,
		ElementCount	VF
	)

inline

Return True if instruction I is an optimizable truncate whose operand is an induction variable.

Such a truncate will be removed by adding a new induction variable with the destination type.

Definition at line 1328 of file LoopVectorize.cpp.

References llvm::LoopVectorizationLegality::getPrimaryInduction(), I, llvm::LoopVectorizationLegality::isInductionPhi(), llvm::TargetTransformInfo::isTruncateFree(), Legal, and llvm::ToVectorTy().

◆ isPredicatedInst()

bool LoopVectorizationCostModel::isPredicatedInst ( Instruction * I ) const

Returns true if I is an instruction that needs to be predicated at runtime.

The result is independent of the predication mechanism. Superset of instructions that return true for isScalarWithPredication.

Definition at line 3934 of file LoopVectorize.cpp.

References llvm::LoopVectorizationLegality::blockNeedsPredication(), blockNeedsPredicationForAnyReason(), llvm::getLoadStorePointerOperand(), I, llvm::LoopVectorizationLegality::isInvariant(), llvm::Loop::isLoopInvariant(), llvm::LoopVectorizationLegality::isMaskRequired(), llvm::isSafeToSpeculativelyExecute(), Legal, and TheLoop.

Referenced by llvm::VPRecipeBuilder::handleReplication(), and isScalarWithPredication().

◆ isProfitableToScalarize()

bool llvm::LoopVectorizationCostModel::isProfitableToScalarize	(	Instruction *	I,
		ElementCount	VF
	)		const

inline

Returns: True if it is more profitable to scalarize instruction I for vectorization factor VF.

Definition at line 1183 of file LoopVectorize.cpp.

References assert(), I, llvm::LoopBase< BlockT, LoopT >::isInnermost(), llvm::ElementCount::isVector(), and TheLoop.

Referenced by canTruncateToMinimalBitwidth().

◆ isScalarAfterVectorization()

bool llvm::LoopVectorizationCostModel::isScalarAfterVectorization	(	Instruction *	I,
		ElementCount	VF
	)		const

inline

Returns true if I is known to be scalar after vectorization.

Definition at line 1217 of file LoopVectorize.cpp.

References assert(), I, llvm::LoopBase< BlockT, LoopT >::isInnermost(), llvm::ElementCount::isScalar(), and TheLoop.

Referenced by calculateRegisterUsage(), and canTruncateToMinimalBitwidth().

◆ isScalarEpilogueAllowed()

bool llvm::LoopVectorizationCostModel::isScalarEpilogueAllowed ( ) const

inline

Returns true if a scalar epilogue is not allowed due to optsize or a loop hint annotation.

Definition at line 1493 of file LoopVectorize.cpp.

References llvm::CM_ScalarEpilogueAllowed.

Referenced by interleavedAccessCanBeWidened(), requiresScalarEpilogue(), llvm::LoopVectorizationPlanner::selectEpilogueVectorizationFactor(), and selectInterleaveCount().

◆ isScalarWithPredication()

bool LoopVectorizationCostModel::isScalarWithPredication	(	Instruction *	I,
		ElementCount	VF
	)		const

Returns true if I is an instruction which requires predication and for which our chosen predication strategy is scalarization (i.e.

we don't have an alternate strategy such as masking available). VF is the vectorization factor that will be used to vectorize I.

Definition at line 3893 of file LoopVectorize.cpp.

References CM_Scalarize, llvm::VectorType::get(), getDivRemSpeculationCost(), llvm::getLoadStoreAlignment(), llvm::getLoadStorePointerOperand(), llvm::getLoadStoreType(), I, isDivRemScalarWithPredication(), llvm::TargetTransformInfo::isLegalMaskedGather(), isLegalMaskedLoad(), llvm::TargetTransformInfo::isLegalMaskedScatter(), isLegalMaskedStore(), isPredicatedInst(), llvm::ElementCount::isScalar(), llvm::ElementCount::isVector(), and Ptr.

Referenced by collectInstsToScalarize(), memoryInstructionCanBeWidened(), and setCostBasedWideningDecision().

◆ isUniformAfterVectorization()

bool llvm::LoopVectorizationCostModel::isUniformAfterVectorization	(	Instruction *	I,
		ElementCount	VF
	)		const

inline

Returns true if I is known to be uniform after vectorization.

Definition at line 1197 of file LoopVectorize.cpp.

References assert(), I, llvm::LoopBase< BlockT, LoopT >::isInnermost(), llvm::ElementCount::isScalar(), and TheLoop.

Referenced by llvm::VPRecipeBuilder::handleReplication().

◆ memoryInstructionCanBeWidened()

bool LoopVectorizationCostModel::memoryInstructionCanBeWidened	(	Instruction *	I,
		ElementCount	VF
	)

Returns true if I is a memory instruction with consecutive memory access that can be widened.

Definition at line 4111 of file LoopVectorize.cpp.

References assert(), DL, llvm::getLoadStorePointerOperand(), llvm::getLoadStoreType(), hasIrregularType(), I, llvm::LoopVectorizationLegality::isConsecutivePtr(), isScalarWithPredication(), Legal, and Ptr.

Referenced by setCostBasedWideningDecision().

◆ requiresScalarEpilogue() [1/2]

bool llvm::LoopVectorizationCostModel::requiresScalarEpilogue ( bool IsVectorizing ) const

inline

Returns true if we're required to use a scalar epilogue for at least the final iteration of the original loop.

Definition at line 1466 of file LoopVectorize.cpp.

References llvm::LoopBase< BlockT, LoopT >::getExitingBlock(), llvm::LoopBase< BlockT, LoopT >::getLoopLatch(), InterleaveInfo, isScalarEpilogueAllowed(), llvm::InterleavedAccessInfo::requiresScalarEpilogue(), and TheLoop.

Referenced by requiresScalarEpilogue(), and selectInterleaveCount().

◆ requiresScalarEpilogue() [2/2]

bool llvm::LoopVectorizationCostModel::requiresScalarEpilogue ( VFRange Range ) const

inline

Returns true if we're required to use a scalar epilogue for at least the final iteration of the original loop for all VFs in Range.

A scalar epilogue must either be required for all VFs in Range or for none.

Definition at line 1480 of file LoopVectorize.cpp.

References llvm::all_of(), assert(), llvm::none_of(), and requiresScalarEpilogue().

◆ runtimeChecksRequired()

bool LoopVectorizationCostModel::runtimeChecksRequired ( )

Returns: True if runtime checks are required for vectorization, and false otherwise.

Definition at line 4364 of file LoopVectorize.cpp.

References llvm::dbgs(), llvm::LoopVectorizationLegality::getLAI(), llvm::PredicatedScalarEvolution::getPredicate(), llvm::LoopVectorizationLegality::getRuntimePointerChecking(), llvm::LoopAccessInfo::getSymbolicStrides(), llvm::SCEVPredicate::isAlwaysTrue(), Legal, LLVM_DEBUG, llvm::RuntimePointerChecking::Need, ORE, PSE, llvm::reportVectorizationFailure(), and TheLoop.

Referenced by computeMaxVF().

◆ selectInterleaveCount()

unsigned LoopVectorizationCostModel::selectInterleaveCount	(	ElementCount	VF,
		InstructionCost	LoopCost
	)

Returns: 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.

Definition at line 5287 of file LoopVectorize.cpp.

References llvm::any_of(), assert(), llvm::bit_floor(), llvm::LoopBase< BlockT, LoopT >::blocks(), calculateRegisterUsage(), llvm::dbgs(), llvm::MapVector< KeyT, ValueT, MapType, VectorType >::empty(), llvm::TargetTransformInfo::enableAggressiveInterleaving(), EnableIndVarRegisterHeur, EnableLoadStoreRuntimeInterleave, expectedCost(), F, foldTailWithEVL(), ForceTargetMaxScalarInterleaveFactor, ForceTargetMaxVectorInterleaveFactor, ForceTargetNumScalarRegs, ForceTargetNumVectorRegs, llvm::details::FixedOrScalableQuantity< LeafTy, ValueTy >::getKnownMinValue(), llvm::LoopBase< BlockT, LoopT >::getLoopDepth(), llvm::TargetTransformInfo::getMaxInterleaveFactor(), llvm::TargetTransformInfo::getNumberOfRegisters(), llvm::LoopVectorizationLegality::getNumLoads(), llvm::LoopVectorizationLegality::getNumStores(), llvm::LoopVectorizationLegality::getReductionVars(), llvm::TargetTransformInfo::getRegisterClassName(), llvm::LoopVectorizationLegality::getRuntimePointerChecking(), llvm::PredicatedScalarEvolution::getSE(), getSmallBestKnownTC(), llvm::ScalarEvolution::getSmallConstantTripCount(), llvm::InstructionCost::getValue(), getVScaleForTuning(), llvm::LoopVectorizationLegality::isSafeForAnyVectorWidth(), llvm::details::FixedOrScalableQuantity< LeafTy, ValueTy >::isScalable(), llvm::ElementCount::isScalar(), isScalarEpilogueAllowed(), llvm::InstructionCost::isValid(), llvm::ElementCount::isVector(), Legal, LLVM_DEBUG, MaxNestedScalarReductionIC, llvm::RuntimePointerChecking::Need, PSE, Reduction, requiresScalarEpilogue(), SmallLoopCost, and TheLoop.

Referenced by llvm::LoopVectorizePass::processLoop().

◆ selectUserVectorizationFactor()

bool llvm::LoopVectorizationCostModel::selectUserVectorizationFactor ( ElementCount UserVF )

inline

Setup cost-based decisions for user vectorization factor.

Returns: true if the UserVF is a feasible VF to be chosen.

Definition at line 1107 of file LoopVectorize.cpp.

References collectInstsToScalarize(), collectUniformsAndScalars(), and expectedCost().

Referenced by llvm::LoopVectorizationPlanner::plan().

◆ setCallWideningDecision()

void llvm::LoopVectorizationCostModel::setCallWideningDecision	(	CallInst *	CI,
		ElementCount	VF,
		InstWidening	Kind,
		Function *	Variant,
		Intrinsic::ID	IID,
		std::optional< unsigned >	MaskPos,
		InstructionCost	Cost
	)

inline

Definition at line 1310 of file LoopVectorize.cpp.

References assert(), and llvm::ElementCount::isScalar().

Referenced by setVectorizedCallDecision().

◆ setCostBasedWideningDecision()

void LoopVectorizationCostModel::setCostBasedWideningDecision ( ElementCount VF )

Memory access instruction may be vectorized in more than one way.

Form of instruction after vectorization depends on cost. This function takes cost-based decisions for Load/Store instructions and collects them in a map. This decisions map is used for building the lists of loop-uniform and loop-scalar instructions. The calculated cost is saved with widening decision in order to avoid redundant calculations.

Definition at line 6468 of file LoopVectorize.cpp.

References llvm::append_range(), assert(), llvm::LoopBase< BlockT, LoopT >::blocks(), CM_GatherScatter, CM_Interleave, CM_Scalarize, CM_Unknown, CM_Widen, CM_Widen_Reverse, llvm::LoopBase< BlockT, LoopT >::contains(), llvm::SmallVectorBase< Size_T >::empty(), foldTailByMasking(), llvm::ElementCount::getFixed(), getInterleavedAccessGroup(), llvm::InstructionCost::getInvalid(), llvm::details::FixedOrScalableQuantity< LeafTy, ValueTy >::getKnownMinValue(), llvm::getLoadStorePointerOperand(), llvm::getLoadStoreType(), getWideningDecision(), I, llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::insert(), llvm::SmallPtrSetImpl< PtrType >::insert(), interleavedAccessCanBeWidened(), isAccessInterleaved(), llvm::LoopVectorizationLegality::isConsecutivePtr(), isLegalGatherOrScatter(), llvm::Loop::isLoopInvariant(), llvm::details::FixedOrScalableQuantity< LeafTy, ValueTy >::isScalable(), llvm::ElementCount::isScalar(), isScalarWithPredication(), llvm::LoopVectorizationLegality::isUniformMemOp(), Legal, memoryInstructionCanBeWidened(), llvm::SmallVectorImpl< T >::pop_back_val(), llvm::TargetTransformInfo::prefersVectorizedAddressing(), Ptr, llvm::SmallVectorTemplateBase< T, bool >::push_back(), setWideningDecision(), and TheLoop.

Referenced by collectUniformsAndScalars().

◆ setTailFoldingStyles()

void llvm::LoopVectorizationCostModel::setTailFoldingStyles	(	bool	IsScalableVF,
		unsigned	UserIC
	)

inline

Selects and saves TailFoldingStyle for 2 options - if IV update may overflow or not.

Parameters

IsScalableVF	true if scalable vector factors enabled.
UserIC	User specific interleave count.

Definition at line 1509 of file LoopVectorize.cpp.

References assert(), llvm::DataWithEVL, llvm::DataWithoutLaneMask, llvm::dbgs(), llvm::MapVector< KeyT, ValueT, MapType, VectorType >::empty(), llvm::EnableVPlanNativePath, ForceTailFoldingStyle, llvm::TargetTransformInfo::getPreferredTailFoldingStyle(), llvm::LoopVectorizationLegality::getReductionVars(), llvm::TargetTransformInfo::hasActiveVectorLength(), llvm::LoopVectorizationLegality::isSafeForAnyVectorWidth(), Legal, LLVM_DEBUG, llvm::None, and llvm::LoopVectorizationLegality::prepareToFoldTailByMasking().

Referenced by computeMaxVF().

◆ setVectorizedCallDecision()

void LoopVectorizationCostModel::setVectorizedCallDecision ( ElementCount VF )

A call may be vectorized in different ways depending on whether we have vectorized variants available and whether the target supports masking.

This function analyzes all calls in the function at the supplied VF, makes a decision based on the costs of available options, and stores that decision in a map for use in planning and plan execution.

Definition at line 6654 of file LoopVectorize.cpp.

References llvm::CallBase::args(), assert(), llvm::LoopBase< BlockT, LoopT >::blocks(), CM_IntrinsicCall, CM_Scalarize, CM_VectorCall, CostKind, llvm::VectorType::get(), llvm::SCEVConstant::getAPInt(), llvm::CallBase::getArgOperand(), llvm::CallBase::getCalledFunction(), llvm::TargetTransformInfo::getCallInstrCost(), llvm::Type::getContext(), llvm::Module::getFunction(), llvm::Function::getFunctionType(), llvm::Type::getInt1Ty(), llvm::InstructionCost::getInvalid(), llvm::details::FixedOrScalableQuantity< LeafTy, ValueTy >::getKnownMinValue(), llvm::VFDatabase::getMappings(), llvm::Instruction::getModule(), llvm::VFInfo::getParamIndexForOptionalMask(), llvm::ScalarEvolution::getSCEV(), llvm::PredicatedScalarEvolution::getSCEV(), llvm::PredicatedScalarEvolution::getSE(), llvm::APInt::getSExtValue(), llvm::TargetTransformInfo::getShuffleCost(), llvm::Value::getType(), getVectorIntrinsicCost(), llvm::getVectorIntrinsicIDForCall(), llvm::GlobalPredicate, I, Info, llvm::RecurrenceDescriptor::isFMulAddIntrinsic(), llvm::ScalarEvolution::isLoopInvariant(), llvm::LoopVectorizationLegality::isMaskRequired(), llvm::CallBase::isNoBuiltin(), llvm::ElementCount::isScalar(), Legal, llvm::Intrinsic::not_intrinsic, llvm::OMP_Linear, llvm::OMP_Uniform, PSE, llvm::SmallVectorTemplateBase< T, bool >::push_back(), RetTy, setCallWideningDecision(), llvm::TargetTransformInfo::SK_Broadcast, llvm::TargetTransformInfo::TCK_RecipThroughput, TheLoop, TLI, llvm::ToVectorTy(), and llvm::Vector.

Referenced by collectUniformsAndScalars().

◆ setWideningDecision() [1/2]

void llvm::LoopVectorizationCostModel::setWideningDecision	(	const InterleaveGroup< Instruction > *	Grp,
		ElementCount	VF,
		InstWidening	W,
		InstructionCost	Cost
	)

inline

Save vectorization decision W and Cost taken by the cost model for interleaving group Grp and vector width VF.

Broadcast this decicion to all instructions inside the group. But the cost will be assigned to one instruction only.

Definition at line 1260 of file LoopVectorize.cpp.

References assert(), llvm::InterleaveGroup< InstTy >::getFactor(), llvm::InterleaveGroup< InstTy >::getInsertPos(), llvm::InterleaveGroup< InstTy >::getMember(), I, and llvm::ElementCount::isVector().

◆ setWideningDecision() [2/2]

void llvm::LoopVectorizationCostModel::setWideningDecision	(	Instruction *	I,
		ElementCount	VF,
		InstWidening	W,
		InstructionCost	Cost
	)

inline

Save vectorization decision W and Cost taken by the cost model for instruction I and vector width VF.

Definition at line 1252 of file LoopVectorize.cpp.

References assert(), I, and llvm::ElementCount::isVector().

Referenced by setCostBasedWideningDecision().

◆ useOrderedReductions()

bool llvm::LoopVectorizationCostModel::useOrderedReductions ( const RecurrenceDescriptor & RdxDesc ) const

inline

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.

Definition at line 1170 of file LoopVectorize.cpp.

References llvm::LoopVectorizeHints::allowReordering(), Hints, and llvm::RecurrenceDescriptor::isOrdered().

Referenced by collectElementTypesForWidening(), collectInLoopReductions(), and llvm::VPRecipeBuilder::tryToCreateWidenRecipe().

Member Data Documentation

◆ AC

AssumptionCache* llvm::LoopVectorizationCostModel::AC

Assumption cache.

Definition at line 1844 of file LoopVectorize.cpp.

Referenced by collectValuesToIgnore().

◆ DB

DemandedBits* llvm::LoopVectorizationCostModel::DB

Demanded bits analysis.

Definition at line 1841 of file LoopVectorize.cpp.

◆ ElementTypesInLoop

SmallPtrSet<Type *, 16> llvm::LoopVectorizationCostModel::ElementTypesInLoop

All element types found in the loop.

Definition at line 1865 of file LoopVectorize.cpp.

Referenced by collectElementTypesForWidening(), and getSmallestAndWidestTypes().

◆ Hints

const LoopVectorizeHints* llvm::LoopVectorizationCostModel::Hints

Loop Vectorize Hint.

Definition at line 1852 of file LoopVectorize.cpp.

Referenced by useOrderedReductions().

◆ InterleaveInfo

InterleavedAccessInfo& llvm::LoopVectorizationCostModel::InterleaveInfo

The interleave access information contains groups of interleaved accesses with the same stride and close to each other.

Definition at line 1856 of file LoopVectorize.cpp.

Referenced by computeMaxVF(), getInterleavedAccessGroup(), isAccessInterleaved(), llvm::LoopVectorizationPlanner::plan(), and requiresScalarEpilogue().

◆ Legal

LoopVectorizationLegality* llvm::LoopVectorizationCostModel::Legal

◆ LI

LoopInfo* llvm::LoopVectorizationCostModel::LI

Loop Info analysis.

Definition at line 1829 of file LoopVectorize.cpp.

Referenced by calculateRegisterUsage(), and isLegalGatherOrScatter().

◆ ORE

OptimizationRemarkEmitter* llvm::LoopVectorizationCostModel::ORE

Interface to emit optimization remarks.

Definition at line 1847 of file LoopVectorize.cpp.

Referenced by computeMaxVF(), and runtimeChecksRequired().

◆ PSE

PredicatedScalarEvolution& llvm::LoopVectorizationCostModel::PSE

Predicated scalar evolution analysis.

Definition at line 1826 of file LoopVectorize.cpp.

Referenced by computeMaxVF(), runtimeChecksRequired(), selectInterleaveCount(), and setVectorizedCallDecision().

◆ TheFunction

const Function* llvm::LoopVectorizationCostModel::TheFunction

Definition at line 1849 of file LoopVectorize.cpp.

Referenced by computeMaxVF(), and getSmallestAndWidestTypes().

◆ TheLoop

Loop* llvm::LoopVectorizationCostModel::TheLoop

◆ TLI

const TargetLibraryInfo* llvm::LoopVectorizationCostModel::TLI

Target Library Info.

Definition at line 1838 of file LoopVectorize.cpp.

Referenced by getVectorCallCost(), getVectorIntrinsicCost(), and setVectorizedCallDecision().

◆ TTI

const TargetTransformInfo& llvm::LoopVectorizationCostModel::TTI

Vector target information.

Definition at line 1835 of file LoopVectorize.cpp.

Referenced by calculateRegisterUsage().

◆ ValuesToIgnore

SmallPtrSet<const Value *, 16> llvm::LoopVectorizationCostModel::ValuesToIgnore

Values to ignore in the cost model.

Definition at line 1859 of file LoopVectorize.cpp.

Referenced by calculateRegisterUsage(), collectElementTypesForWidening(), collectValuesToIgnore(), and expectedCost().

◆ VecValuesToIgnore

SmallPtrSet<const Value *, 16> llvm::LoopVectorizationCostModel::VecValuesToIgnore

Values to ignore in the cost model when VF > 1.

Definition at line 1862 of file LoopVectorize.cpp.

Referenced by calculateRegisterUsage(), collectValuesToIgnore(), and expectedCost().

The documentation for this class was generated from the following file:

lib/Transforms/Vectorize/LoopVectorize.cpp

Classes

Public Types

Public Member Functions

Public Attributes

Detailed Description

Member Typedef Documentation

◆ VectorizationCostTy

Member Enumeration Documentation

◆ InstWidening

Constructor & Destructor Documentation

◆ LoopVectorizationCostModel()

Member Function Documentation

◆ blockNeedsPredicationForAnyReason()

◆ calculateRegisterUsage()

◆ canTruncateToMinimalBitwidth()

◆ canVectorizeReductions()

◆ collectElementTypesForWidening()

◆ collectInLoopReductions()

◆ collectInstsToScalarize()

◆ collectUniformsAndScalars()

◆ collectValuesToIgnore()

◆ computeMaxVF()

◆ expectedCost()

◆ foldTailByMasking()

◆ foldTailWithEVL()

◆ getCallWideningDecision()

◆ getDivRemSpeculationCost()

◆ getInterleavedAccessGroup()

◆ getMinimalBitwidths()

◆ getSmallestAndWidestTypes()

◆ getTailFoldingStyle()

◆ getVectorCallCost()

◆ getVectorIntrinsicCost()

◆ getWideningCost()

◆ getWideningDecision()

◆ hasPredStores()

◆ interleavedAccessCanBeWidened()

◆ invalidateCostModelingDecisions()

◆ isAccessInterleaved()

◆ isDivRemScalarWithPredication()

◆ isEpilogueVectorizationProfitable()

◆ isInLoopReduction()

◆ isLegalGatherOrScatter()

◆ isLegalMaskedLoad()

◆ isLegalMaskedStore()

◆ isOptimizableIVTruncate()

◆ isPredicatedInst()

◆ isProfitableToScalarize()

◆ isScalarAfterVectorization()

◆ isScalarEpilogueAllowed()

◆ isScalarWithPredication()

◆ isUniformAfterVectorization()

◆ memoryInstructionCanBeWidened()

◆ requiresScalarEpilogue() [1/2]

◆ requiresScalarEpilogue() [2/2]

◆ runtimeChecksRequired()

◆ selectInterleaveCount()

◆ selectUserVectorizationFactor()

◆ setCallWideningDecision()

◆ setCostBasedWideningDecision()

◆ setTailFoldingStyles()

◆ setVectorizedCallDecision()

◆ setWideningDecision() [1/2]

◆ setWideningDecision() [2/2]

◆ useOrderedReductions()

Member Data Documentation

◆ AC

◆ DB

◆ ElementTypesInLoop

◆ Hints

◆ InterleaveInfo

◆ Legal

◆ LI

◆ ORE

◆ PSE

◆ TheFunction

◆ TheLoop

◆ TLI

◆ TTI

◆ ValuesToIgnore