#include "llvm/Transforms/Vectorize/LoopVectorize.h"
#include "LoopVectorizationPlanner.h"
#include "VPRecipeBuilder.h"
#include "VPlan.h"
#include "VPlanHCFGBuilder.h"
#include "VPlanTransforms.h"
#include "llvm/ADT/APInt.h"
#include "llvm/ADT/ArrayRef.h"
#include "llvm/ADT/DenseMap.h"
#include "llvm/ADT/DenseMapInfo.h"
#include "llvm/ADT/Hashing.h"
#include "llvm/ADT/MapVector.h"
#include "llvm/ADT/None.h"
#include "llvm/ADT/Optional.h"
#include "llvm/ADT/STLExtras.h"
#include "llvm/ADT/SmallPtrSet.h"
#include "llvm/ADT/SmallSet.h"
#include "llvm/ADT/SmallVector.h"
#include "llvm/ADT/Statistic.h"
#include "llvm/ADT/StringRef.h"
#include "llvm/ADT/Twine.h"
#include "llvm/ADT/iterator_range.h"
#include "llvm/Analysis/AssumptionCache.h"
#include "llvm/Analysis/BasicAliasAnalysis.h"
#include "llvm/Analysis/BlockFrequencyInfo.h"
#include "llvm/Analysis/CFG.h"
#include "llvm/Analysis/CodeMetrics.h"
#include "llvm/Analysis/DemandedBits.h"
#include "llvm/Analysis/GlobalsModRef.h"
#include "llvm/Analysis/LoopAccessAnalysis.h"
#include "llvm/Analysis/LoopAnalysisManager.h"
#include "llvm/Analysis/LoopInfo.h"
#include "llvm/Analysis/LoopIterator.h"
#include "llvm/Analysis/OptimizationRemarkEmitter.h"
#include "llvm/Analysis/ProfileSummaryInfo.h"
#include "llvm/Analysis/ScalarEvolution.h"
#include "llvm/Analysis/ScalarEvolutionExpressions.h"
#include "llvm/Analysis/TargetLibraryInfo.h"
#include "llvm/Analysis/TargetTransformInfo.h"
#include "llvm/Analysis/VectorUtils.h"
#include "llvm/IR/Attributes.h"
#include "llvm/IR/BasicBlock.h"
#include "llvm/IR/CFG.h"
#include "llvm/IR/Constant.h"
#include "llvm/IR/Constants.h"
#include "llvm/IR/DataLayout.h"
#include "llvm/IR/DebugInfoMetadata.h"
#include "llvm/IR/DebugLoc.h"
#include "llvm/IR/DerivedTypes.h"
#include "llvm/IR/DiagnosticInfo.h"
#include "llvm/IR/Dominators.h"
#include "llvm/IR/Function.h"
#include "llvm/IR/IRBuilder.h"
#include "llvm/IR/InstrTypes.h"
#include "llvm/IR/Instruction.h"
#include "llvm/IR/Instructions.h"
#include "llvm/IR/IntrinsicInst.h"
#include "llvm/IR/Intrinsics.h"
#include "llvm/IR/Metadata.h"
#include "llvm/IR/Module.h"
#include "llvm/IR/Operator.h"
#include "llvm/IR/PatternMatch.h"
#include "llvm/IR/Type.h"
#include "llvm/IR/Use.h"
#include "llvm/IR/User.h"
#include "llvm/IR/Value.h"
#include "llvm/IR/ValueHandle.h"
#include "llvm/IR/Verifier.h"
#include "llvm/InitializePasses.h"
#include "llvm/Pass.h"
#include "llvm/Support/Casting.h"
#include "llvm/Support/CommandLine.h"
#include "llvm/Support/Compiler.h"
#include "llvm/Support/Debug.h"
#include "llvm/Support/ErrorHandling.h"
#include "llvm/Support/InstructionCost.h"
#include "llvm/Support/MathExtras.h"
#include "llvm/Support/raw_ostream.h"
#include "llvm/Transforms/Utils/BasicBlockUtils.h"
#include "llvm/Transforms/Utils/InjectTLIMappings.h"
#include "llvm/Transforms/Utils/LoopSimplify.h"
#include "llvm/Transforms/Utils/LoopUtils.h"
#include "llvm/Transforms/Utils/LoopVersioning.h"
#include "llvm/Transforms/Utils/ScalarEvolutionExpander.h"
#include "llvm/Transforms/Utils/SizeOpts.h"
#include "llvm/Transforms/Vectorize/LoopVectorizationLegality.h"
#include <algorithm>
#include <cassert>
#include <cstdint>
#include <functional>
#include <iterator>
#include <limits>
#include <map>
#include <memory>
#include <string>
#include <tuple>
#include <utility>

Classes
class	llvm::InnerLoopVectorizer
	InnerLoopVectorizer vectorizes loops which contain only one basic block to a specified vectorization factor (VF). More...

class	llvm::InnerLoopUnroller

struct	llvm::EpilogueLoopVectorizationInfo
	Encapsulate information regarding vectorization of a loop and its epilogue. More...

class	llvm::InnerLoopAndEpilogueVectorizer
	An extension of the inner loop vectorizer that creates a skeleton for a vectorized loop that has its epilogue (residual) also vectorized. More...

class	llvm::EpilogueVectorizerMainLoop
	A specialized derived class of inner loop vectorizer that performs vectorization of main loops in the process of vectorizing loops and their epilogues. More...

class	llvm::EpilogueVectorizerEpilogueLoop

struct	llvm::ElementCountComparator
	ElementCountComparator creates a total ordering for ElementCount for the purposes of using it in a set structure. More...

class	llvm::LoopVectorizationCostModel
	LoopVectorizationCostModel - estimates the expected speedups due to vectorization. More...

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

class	GeneratedRTChecks
	Helper struct to manage generating runtime checks for vectorization. More...

Namespaces
	PreferPredicateTy

	llvm
	This is an optimization pass for GlobalISel generic memory operations.

Macros
#define	LV_NAME "loop-vectorize"

#define	DEBUG_TYPE LV_NAME

Typedefs
using	llvm::ElementCountSet = SmallSet< ElementCount, 16, ElementCountComparator >

Enumerations
enum	PreferPredicateTy::Option { PreferPredicateTy::ScalarEpilogue = 0, PreferPredicateTy::PredicateElseScalarEpilogue, PreferPredicateTy::PredicateOrDontVectorize }

enum	llvm::ScalarEpilogueLowering { llvm::CM_ScalarEpilogueAllowed, llvm::CM_ScalarEpilogueNotAllowedOptSize, llvm::CM_ScalarEpilogueNotAllowedLowTripLoop, llvm::CM_ScalarEpilogueNotNeededUsePredicate, llvm::CM_ScalarEpilogueNotAllowedUsePredicate }

Functions
	STATISTIC (LoopsVectorized, "Number of loops vectorized")

	STATISTIC (LoopsAnalyzed, "Number of loops analyzed for vectorization")

	STATISTIC (LoopsEpilogueVectorized, "Number of epilogues vectorized")

static bool	hasIrregularType (Type *Ty, const DataLayout &DL)
	A helper function that returns true if the given type is irregular. More...

static unsigned	getReciprocalPredBlockProb ()
	A helper function that returns the reciprocal of the block probability of predicated blocks. More...

static Constant *	getSignedIntOrFpConstant (Type *Ty, int64_t C)
	A helper function that returns an integer or floating-point constant with value C. More...

static Optional< unsigned >	getSmallBestKnownTC (ScalarEvolution &SE, Loop *L)
	Returns "best known" trip count for the specified loop `L` as defined by the following procedure: 1) Returns exact trip count if it is known. More...

static Instruction *	getDebugLocFromInstOrOperands (Instruction *I)
	Look for a meaningful debug location on the instruction or it's operands. More...

static void	debugVectorizationMessage (const StringRef Prefix, const StringRef DebugMsg, Instruction *I)
	Write a `DebugMsg` about vectorization to the debug output stream. More...

static OptimizationRemarkAnalysis	createLVAnalysis (const char PassName, StringRef RemarkName, Loop TheLoop, Instruction *I)
	Create an analysis remark that explains why vectorization failed. More...

Value *	llvm::createStepForVF (IRBuilderBase &B, Type *Ty, ElementCount VF, int64_t Step)
	Return a value for Step multiplied by VF. More...

Value *	llvm::getRuntimeVF (IRBuilderBase &B, Type *Ty, ElementCount VF)
	Return the runtime value for VF. More...

static Value *	llvm::getRuntimeVFAsFloat (IRBuilderBase &B, Type *FTy, ElementCount VF)

void	llvm::reportVectorizationFailure (const StringRef DebugMsg, const StringRef OREMsg, const StringRef ORETag, OptimizationRemarkEmitter ORE, Loop TheLoop, Instruction *I=nullptr)
	Reports a vectorization failure: print `DebugMsg` for debugging purposes along with the corresponding optimization remark `RemarkName`. More...

void	llvm::reportVectorizationInfo (const StringRef OREMsg, const StringRef ORETag, OptimizationRemarkEmitter ORE, Loop TheLoop, Instruction *I=nullptr)
	Reports an informative message: print `Msg` for debugging purposes as well as an optimization remark. More...

static std::string	getDebugLocString (const Loop *L)

static bool	isExplicitVecOuterLoop (Loop OuterLp, OptimizationRemarkEmitter ORE)

static void	collectSupportedLoops (Loop &L, LoopInfo LI, OptimizationRemarkEmitter ORE, SmallVectorImpl< Loop * > &V)

static Value *	getStepVector (Value Val, Value StartIdx, Value *Step, Instruction::BinaryOps BinOp, ElementCount VF, IRBuilderBase &Builder)
	This function adds (StartIdx * Step, (StartIdx + 1) * Step, (StartIdx + 2) * Step, ...) to each vector element of Val. More...

static void	buildScalarSteps (Value ScalarIV, Value Step, const InductionDescriptor &ID, VPValue *Def, VPTransformState &State)
	Compute scalar induction steps. More...

static Value *	CreateStepValue (const SCEV Step, ScalarEvolution &SE, Instruction InsertBefore, Loop *OrigLoop=nullptr)

static Value *	emitTransformedIndex (IRBuilderBase &B, Value Index, Value StartValue, Value *Step, const InductionDescriptor &ID)
	Compute the transformed value of Index at offset StartValue using step StepValue. More...

static bool	useMaskedInterleavedAccesses (const TargetTransformInfo &TTI)

static void	cse (BasicBlock *BB)
	Perform cse of induction variable instructions. More...

static Type *	MaybeVectorizeType (Type *Elt, ElementCount VF)

static Type *	smallestIntegerVectorType (Type T1, Type T2)

static Type *	largestIntegerVectorType (Type T1, Type T2)

static bool	mayDivideByZero (Instruction &I)
	A helper function for checking whether an integer division-related instruction may divide by zero (in which case it must be predicated if executed conditionally in the scalar code). More...

static const SCEV *	getAddressAccessSCEV (Value Ptr, LoopVectorizationLegality Legal, PredicatedScalarEvolution &PSE, const Loop *TheLoop)
	Gets Address Access SCEV after verifying that the access pattern is loop invariant except the induction variable dependence. More...

static bool	isStrideMul (Instruction I, LoopVectorizationLegality Legal)

Pass *	llvm::createLoopVectorizePass ()

Pass *	llvm::createLoopVectorizePass (bool InterleaveOnlyWhenForced, bool VectorizeOnlyWhenForced)

static unsigned	determineVPlanVF (const unsigned WidestVectorRegBits, LoopVectorizationCostModel &CM)

static void	AddRuntimeUnrollDisableMetaData (Loop *L)

static VPWidenIntOrFpInductionRecipe *	createWidenInductionRecipes (PHINode Phi, Instruction PhiOrTrunc, VPValue *Start, const InductionDescriptor &IndDesc, LoopVectorizationCostModel &CM, VPlan &Plan, ScalarEvolution &SE, Loop &OrigLoop, VFRange &Range)
	Creates a VPWidenIntOrFpInductionRecpipe for `Phi`. More...

static void	addCanonicalIVRecipes (VPlan &Plan, Type *IdxTy, DebugLoc DL, bool HasNUW)

static void	addUsersInExitBlock (VPBasicBlock HeaderVPBB, VPBasicBlock MiddleVPBB, Loop *OrigLoop, VPlan &Plan)

static ScalarEpilogueLowering	getScalarEpilogueLowering (Function F, Loop L, LoopVectorizeHints &Hints, ProfileSummaryInfo PSI, BlockFrequencyInfo BFI, TargetTransformInfo TTI, TargetLibraryInfo TLI, AssumptionCache AC, LoopInfo LI, ScalarEvolution SE, DominatorTree DT, LoopVectorizationLegality &LVL)

static bool	processLoopInVPlanNativePath (Loop L, PredicatedScalarEvolution &PSE, LoopInfo LI, DominatorTree DT, LoopVectorizationLegality LVL, TargetTransformInfo TTI, TargetLibraryInfo TLI, DemandedBits DB, AssumptionCache AC, OptimizationRemarkEmitter ORE, BlockFrequencyInfo BFI, ProfileSummaryInfo *PSI, LoopVectorizeHints &Hints, LoopVectorizationRequirements &Requirements)

static void	checkMixedPrecision (Loop L, OptimizationRemarkEmitter ORE)

Variables
const char	VerboseDebug [] = DEBUG_TYPE "-verbose"

static cl::opt< bool >	EnableEpilogueVectorization ("enable-epilogue-vectorization", cl::init(true), cl::Hidden, cl::desc("Enable vectorization of epilogue loops."))

static cl::opt< unsigned >	EpilogueVectorizationForceVF ("epilogue-vectorization-force-VF", cl::init(1), cl::Hidden, cl::desc("When epilogue vectorization is enabled, and a value greater than " "1 is specified, forces the given VF for all applicable epilogue " "loops."))

static cl::opt< unsigned >	EpilogueVectorizationMinVF ("epilogue-vectorization-minimum-VF", cl::init(16), cl::Hidden, cl::desc("Only loops with vectorization factor equal to or larger than " "the specified value are considered for epilogue vectorization."))

static cl::opt< unsigned >	TinyTripCountVectorThreshold ("vectorizer-min-trip-count", cl::init(16), cl::Hidden, cl::desc("Loops with a constant trip count that is smaller than this " "value are vectorized only if no scalar iteration overheads " "are incurred."))
	Loops with a known constant trip count below this number are vectorized only if no scalar iteration overheads are incurred. More...

static cl::opt< unsigned >	PragmaVectorizeMemoryCheckThreshold ("pragma-vectorize-memory-check-threshold", cl::init(128), cl::Hidden, cl::desc("The maximum allowed number of runtime memory checks with a " "vectorize(enable) pragma."))

static cl::opt< PreferPredicateTy::Option >	PreferPredicateOverEpilogue ("prefer-predicate-over-epilogue", cl::init(PreferPredicateTy::ScalarEpilogue), cl::Hidden, cl::desc("Tail-folding and predication preferences over creating a scalar " "epilogue loop."), cl::values(clEnumValN(PreferPredicateTy::ScalarEpilogue, "scalar-epilogue", "Don't tail-predicate loops, create scalar epilogue"), clEnumValN(PreferPredicateTy::PredicateElseScalarEpilogue, "predicate-else-scalar-epilogue", "prefer tail-folding, create scalar epilogue if tail " "folding fails."), clEnumValN(PreferPredicateTy::PredicateOrDontVectorize, "predicate-dont-vectorize", "prefers tail-folding, don't attempt vectorization if " "tail-folding fails.")))

static cl::opt< bool >	MaximizeBandwidth ("vectorizer-maximize-bandwidth", cl::init(false), cl::Hidden, cl::desc("Maximize bandwidth when selecting vectorization factor which " "will be determined by the smallest type in loop."))

static cl::opt< bool >	EnableInterleavedMemAccesses ("enable-interleaved-mem-accesses", cl::init(false), cl::Hidden, cl::desc("Enable vectorization on interleaved memory accesses in a loop"))

static cl::opt< bool >	EnableMaskedInterleavedMemAccesses ("enable-masked-interleaved-mem-accesses", cl::init(false), cl::Hidden, cl::desc("Enable vectorization on masked interleaved memory accesses in a loop"))
	An interleave-group may need masking if it resides in a block that needs predication, or in order to mask away gaps. More...

static cl::opt< unsigned >	TinyTripCountInterleaveThreshold ("tiny-trip-count-interleave-threshold", cl::init(128), cl::Hidden, cl::desc("We don't interleave loops with a estimated constant trip count " "below this number"))

static cl::opt< unsigned >	ForceTargetNumScalarRegs ("force-target-num-scalar-regs", cl::init(0), cl::Hidden, cl::desc("A flag that overrides the target's number of scalar registers."))

static cl::opt< unsigned >	ForceTargetNumVectorRegs ("force-target-num-vector-regs", cl::init(0), cl::Hidden, cl::desc("A flag that overrides the target's number of vector registers."))

static cl::opt< unsigned >	ForceTargetMaxScalarInterleaveFactor ("force-target-max-scalar-interleave", cl::init(0), cl::Hidden, cl::desc("A flag that overrides the target's max interleave factor for " "scalar loops."))

static cl::opt< unsigned >	ForceTargetMaxVectorInterleaveFactor ("force-target-max-vector-interleave", cl::init(0), cl::Hidden, cl::desc("A flag that overrides the target's max interleave factor for " "vectorized loops."))

static cl::opt< unsigned >	ForceTargetInstructionCost ("force-target-instruction-cost", cl::init(0), cl::Hidden, cl::desc("A flag that overrides the target's expected cost for " "an instruction to a single constant value. Mostly " "useful for getting consistent testing."))

static cl::opt< bool >	ForceTargetSupportsScalableVectors ("force-target-supports-scalable-vectors", cl::init(false), cl::Hidden, cl::desc("Pretend that scalable vectors are supported, even if the target does " "not support them. This flag should only be used for testing."))

static cl::opt< unsigned >	SmallLoopCost ("small-loop-cost", cl::init(20), cl::Hidden, cl::desc("The cost of a loop that is considered 'small' by the interleaver."))

static cl::opt< bool >	LoopVectorizeWithBlockFrequency ("loop-vectorize-with-block-frequency", cl::init(true), cl::Hidden, cl::desc("Enable the use of the block frequency analysis to access PGO " "heuristics minimizing code growth in cold regions and being more " "aggressive in hot regions."))

static cl::opt< bool >	EnableLoadStoreRuntimeInterleave ("enable-loadstore-runtime-interleave", cl::init(true), cl::Hidden, cl::desc("Enable runtime interleaving until load/store ports are saturated"))

static cl::opt< bool >	InterleaveSmallLoopScalarReduction ("interleave-small-loop-scalar-reduction", cl::init(false), cl::Hidden, cl::desc("Enable interleaving for loops with small iteration counts that " "contain scalar reductions to expose ILP."))
	Interleave small loops with scalar reductions. More...

static cl::opt< unsigned >	NumberOfStoresToPredicate ("vectorize-num-stores-pred", cl::init(1), cl::Hidden, cl::desc("Max number of stores to be predicated behind an if."))
	The number of stores in a loop that are allowed to need predication. More...

static cl::opt< bool >	EnableIndVarRegisterHeur ("enable-ind-var-reg-heur", cl::init(true), cl::Hidden, cl::desc("Count the induction variable only once when interleaving"))

static cl::opt< bool >	EnableCondStoresVectorization ("enable-cond-stores-vec", cl::init(true), cl::Hidden, cl::desc("Enable if predication of stores during vectorization."))

static cl::opt< unsigned >	MaxNestedScalarReductionIC ("max-nested-scalar-reduction-interleave", cl::init(2), cl::Hidden, cl::desc("The maximum interleave count to use when interleaving a scalar " "reduction in a nested loop."))

static cl::opt< bool >	PreferInLoopReductions ("prefer-inloop-reductions", cl::init(false), cl::Hidden, cl::desc("Prefer in-loop vector reductions, " "overriding the targets preference."))

static cl::opt< bool >	ForceOrderedReductions ("force-ordered-reductions", cl::init(false), cl::Hidden, cl::desc("Enable the vectorisation of loops with in-order (strict) " "FP reductions"))

static cl::opt< bool >	PreferPredicatedReductionSelect ("prefer-predicated-reduction-select", cl::init(false), cl::Hidden, cl::desc("Prefer predicating a reduction operation over an after loop select."))

cl::opt< bool >	EnableVPlanNativePath ("enable-vplan-native-path", cl::init(false), cl::Hidden, cl::desc("Enable VPlan-native vectorization path with " "support for outer loop vectorization."))

static cl::opt< bool >	VPlanBuildStressTest ("vplan-build-stress-test", cl::init(false), cl::Hidden, cl::desc("Build VPlan for every supported loop nest in the function and bail " "out right after the build (stress test the VPlan H-CFG construction " "in the VPlan-native vectorization path)."))

cl::opt< bool >	PrintVPlansInDotFormat ("vplan-print-in-dot-format", cl::init(false), cl::Hidden, cl::desc("Use dot format instead of plain text when dumping VPlans"))

static const char	lv_name [] = "Loop Vectorization"


const char	LLVMLoopVectorizeFollowupAll [] = "llvm.loop.vectorize.followup_all"

const char	LLVMLoopVectorizeFollowupVectorized []

const char	LLVMLoopVectorizeFollowupEpilogue []

Macro Definition Documentation

◆ DEBUG_TYPE

#define DEBUG_TYPE LV_NAME

Definition at line 157 of file LoopVectorize.cpp.

◆ LV_NAME

#define LV_NAME "loop-vectorize"

Definition at line 156 of file LoopVectorize.cpp.

Function Documentation

◆ addCanonicalIVRecipes()

static void addCanonicalIVRecipes	(	VPlan &	Plan,
		Type *	IdxTy,
		DebugLoc	DL,
		bool	HasNUW
	)

static

Definition at line 8630 of file LoopVectorize.cpp.

References llvm::VPUser::addOperand(), llvm::VPBasicBlock::appendRecipe(), llvm::VPBasicBlock::begin(), llvm::VPInstruction::BranchOnCount, llvm::VPInstruction::CanonicalIVIncrement, llvm::VPInstruction::CanonicalIVIncrementNUW, DL, llvm::ConstantInt::get(), llvm::VPBlockBase::getEntryBasicBlock(), llvm::VPBlockBase::getExitingBasicBlock(), llvm::VPlan::getOrAddVPValue(), llvm::VPlan::getVectorLoopRegion(), llvm::VPlan::getVectorTripCount(), and llvm::VPBasicBlock::insert().

◆ AddRuntimeUnrollDisableMetaData()

static void AddRuntimeUnrollDisableMetaData ( Loop * L )

static

Definition at line 7537 of file LoopVectorize.cpp.

References Context, llvm::MDString::get(), llvm::MDNode::get(), llvm::BasicBlock::getContext(), llvm::LoopBase< BlockT, LoopT >::getHeader(), llvm::Loop::getLoopID(), llvm::MDNode::getNumOperands(), llvm::MDNode::getOperand(), i, llvm::MDNode::replaceOperandWith(), S, and llvm::Loop::setLoopID().

Referenced by llvm::LoopVectorizationPlanner::executePlan(), and llvm::LoopVectorizePass::processLoop().

◆ addUsersInExitBlock()

static void addUsersInExitBlock	(	VPBasicBlock *	HeaderVPBB,
		VPBasicBlock *	MiddleVPBB,
		Loop *	OrigLoop,
		VPlan &	Plan
	)

static

Definition at line 8657 of file LoopVectorize.cpp.

References llvm::VPlan::addLiveOut(), llvm::LoopBase< BlockT, LoopT >::getExitingBlock(), llvm::VPlan::getOrAddVPValue(), llvm::BasicBlock::getSinglePredecessor(), llvm::LoopBase< BlockT, LoopT >::getUniqueExitBlock(), llvm::InnerLoopVectorizer::OrigLoop, and llvm::BasicBlock::phis().

◆ buildScalarSteps()

static void buildScalarSteps	(	Value *	ScalarIV,
		Value *	Step,
		const InductionDescriptor &	ID,
		VPValue *	Def,
		VPTransformState &	State
	)

static

Compute scalar induction steps.

ScalarIV is the scalar induction variable on which to base the steps, Step is the size of the step.

Definition at line 2332 of file LoopVectorize.cpp.

References llvm::MCID::Add, assert(), llvm::VPTransformState::Builder, llvm::InnerLoopVectorizer::Builder, llvm::IRBuilderBase::CreateAdd(), llvm::IRBuilderBase::CreateBinOp(), llvm::IRBuilderBase::CreateSIToFP(), llvm::createStepForVF(), llvm::IRBuilderBase::CreateStepVector(), llvm::IRBuilderBase::CreateVectorSplat(), llvm::tgtok::Def, llvm::IntegerType::get(), llvm::VectorType::get(), llvm::Type::getContext(), llvm::LinearPolySize< LeafTy >::getKnownMinValue(), llvm::Type::getScalarSizeInBits(), llvm::Type::getScalarType(), getSignedIntOrFpConstant(), llvm::Value::getType(), llvm::Type::isFloatingPointTy(), llvm::Type::isIntegerTy(), llvm::LinearPolySize< LeafTy >::isScalable(), llvm::ElementCount::isVector(), Mul, llvm::vputils::onlyFirstLaneUsed(), llvm::VPTransformState::set(), llvm::VPTransformState::UF, and llvm::VPTransformState::VF.

Referenced by llvm::VPScalarIVStepsRecipe::execute().

◆ checkMixedPrecision()

static void checkMixedPrecision	(	Loop *	L,
		OptimizationRemarkEmitter *	ORE
	)

static

Definition at line 10204 of file LoopVectorize.cpp.

References BB, llvm::LoopBase< BlockT, LoopT >::contains(), llvm::OptimizationRemarkEmitter::emit(), llvm::LoopBase< BlockT, LoopT >::getBlocks(), llvm::LoopBase< BlockT, LoopT >::getHeader(), I, llvm::SmallPtrSetImpl< PtrType >::insert(), LV_NAME, llvm::InnerLoopVectorizer::ORE, llvm::SmallVectorImpl< T >::pop_back_val(), and S.

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

◆ collectSupportedLoops()

static void collectSupportedLoops	(	Loop &	L,
		LoopInfo *	LI,
		OptimizationRemarkEmitter *	ORE,
		SmallVectorImpl< Loop * > &	V
	)

static

Definition at line 2157 of file LoopVectorize.cpp.

References EnableVPlanNativePath, isExplicitVecOuterLoop(), llvm::LoopBase< BlockT, LoopT >::isInnermost(), llvm::InnerLoopVectorizer::LI, llvm::InnerLoopVectorizer::ORE, llvm::LoopBlocksRPO::perform(), and VPlanBuildStressTest.

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

◆ createLVAnalysis()

static OptimizationRemarkAnalysis createLVAnalysis	(	const char *	PassName,
		StringRef	RemarkName,
		Loop *	TheLoop,
		Instruction *	I
	)

static

Create an analysis remark that explains why vectorization failed.

PassName is the name of the pass (e.g. can be AlwaysPrint). RemarkName is the identifier for the remark. If I is passed it is an instruction that prevents vectorization. Otherwise TheLoop is used for the location of the remark.

Returns: the remark object that can be streamed to.

Definition at line 969 of file LoopVectorize.cpp.

References DL, llvm::LoopBase< BlockT, LoopT >::getHeader(), llvm::Loop::getStartLoc(), I, and PassName.

Referenced by llvm::reportVectorizationFailure(), and llvm::reportVectorizationInfo().

◆ CreateStepValue()

static Value* CreateStepValue	(	const SCEV *	Step,
		ScalarEvolution &	SE,
		Instruction *	InsertBefore,
		Loop *	OrigLoop = `nullptr`
	)

static

Definition at line 2408 of file LoopVectorize.cpp.

References assert(), DL, E, llvm::ScalarEvolution::getDataLayout(), llvm::SCEV::getType(), llvm::ScalarEvolution::isLoopInvariant(), and llvm::InnerLoopVectorizer::OrigLoop.

Referenced by llvm::InnerLoopVectorizer::createInductionResumeValues(), llvm::VPWidenPointerInductionRecipe::execute(), and llvm::InnerLoopVectorizer::fixupIVUsers().

◆ createWidenInductionRecipes()

static VPWidenIntOrFpInductionRecipe* createWidenInductionRecipes	(	PHINode *	Phi,
		Instruction *	PhiOrTrunc,
		VPValue *	Start,
		const InductionDescriptor &	IndDesc,
		LoopVectorizationCostModel &	CM,
		VPlan &	Plan,
		ScalarEvolution &	SE,
		Loop &	OrigLoop,
		VFRange &	Range
	)

static

Creates a VPWidenIntOrFpInductionRecpipe for Phi.

If needed, it will also insert a recipe to expand the step for the induction recipe.

Definition at line 8149 of file LoopVectorize.cpp.

References assert(), llvm::LoopVectorizationPlanner::getDecisionAndClampRange(), llvm::PHINode::getIncomingValueForBlock(), llvm::LoopBase< BlockT, LoopT >::getLoopPreheader(), llvm::vputils::getOrCreateVPValueForSCEVExpr(), llvm::InductionDescriptor::getStartValue(), llvm::InductionDescriptor::getStep(), I, llvm::ScalarEvolution::isLoopInvariant(), llvm::LoopVectorizationCostModel::isProfitableToScalarize(), llvm::LoopVectorizationCostModel::isScalarAfterVectorization(), llvm::InnerLoopVectorizer::OrigLoop, and llvm::InnerLoopVectorizer::VF.

◆ cse()

static void cse ( BasicBlock * BB )

static

Perform cse of induction variable instructions.

Definition at line 3410 of file LoopVectorize.cpp.

References BB, llvm::tgtok::In, llvm::DenseMapBase< SmallDenseMap< KeyT, ValueT, 4, DenseMapInfo< KeyT >, llvm::detail::DenseMapPair< KeyT, ValueT > >, KeyT, ValueT, DenseMapInfo< KeyT >, llvm::detail::DenseMapPair< KeyT, ValueT > >::lookup(), and llvm::make_early_inc_range().

◆ debugVectorizationMessage()

static void debugVectorizationMessage	(	const StringRef	Prefix,
		const StringRef	DebugMsg,
		Instruction *	I
	)

static

Write a DebugMsg about vectorization to the debug output stream.

If I is passed, the message relates to that particular instruction.

Definition at line 950 of file LoopVectorize.cpp.

References llvm::dbgs(), I, and llvm::cl::Prefix.

Referenced by llvm::reportVectorizationFailure(), and llvm::reportVectorizationInfo().

◆ determineVPlanVF()

static unsigned determineVPlanVF	(	const unsigned	WidestVectorRegBits,
		LoopVectorizationCostModel &	CM
	)

static

Definition at line 7393 of file LoopVectorize.cpp.

References llvm::LoopVectorizationCostModel::getSmallestAndWidestTypes().

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

◆ emitTransformedIndex()

static Value* emitTransformedIndex	(	IRBuilderBase &	B,
		Value *	Index,
		Value *	StartValue,
		Value *	Step,
		const InductionDescriptor &	ID
	)

static

Compute the transformed value of Index at offset StartValue using step StepValue.

For integer induction, returns StartValue + Index * StepValue. For pointer induction, returns StartValue[Index * StepValue]. FIXME: The newly created binary instructions should contain nsw/nuw flags, which can be found from the original scalar operations.

Definition at line 2427 of file LoopVectorize.cpp.

References assert(), B, CreateAdd(), CreateMul(), llvm::VectorType::getElementCount(), llvm::Value::getType(), llvm::InductionDescriptor::IK_FpInduction, llvm::InductionDescriptor::IK_IntInduction, llvm::InductionDescriptor::IK_NoInduction, llvm::InductionDescriptor::IK_PtrInduction, llvm::Type::isFloatingPointTy(), llvm_unreachable, X, and Y.

Referenced by llvm::InnerLoopVectorizer::createInductionResumeValues(), llvm::VPWidenPointerInductionRecipe::execute(), llvm::VPScalarIVStepsRecipe::execute(), and llvm::InnerLoopVectorizer::fixupIVUsers().

◆ getAddressAccessSCEV()

static const SCEV* getAddressAccessSCEV	(	Value *	Ptr,
		LoopVectorizationLegality *	Legal,
		PredicatedScalarEvolution &	PSE,
		const Loop *	TheLoop
	)

static

Gets Address Access SCEV after verifying that the access pattern is loop invariant except the induction variable dependence.

This SCEV can be sent to the Target in order to estimate the address calculation cost.

Definition at line 6293 of file LoopVectorize.cpp.

References llvm::PredicatedScalarEvolution::getSCEV(), llvm::PredicatedScalarEvolution::getSE(), i, llvm::LoopVectorizationLegality::isInductionVariable(), llvm::InnerLoopVectorizer::Legal, and llvm::InnerLoopVectorizer::PSE.

◆ getDebugLocFromInstOrOperands()

static Instruction* getDebugLocFromInstOrOperands ( Instruction * I )

static

Look for a meaningful debug location on the instruction or it's operands.

Definition at line 906 of file LoopVectorize.cpp.

References I.

◆ getDebugLocString()

static std::string getDebugLocString ( const Loop * L )

static

Returns: string containing a file name and a line # for the given loop.

Definition at line 1034 of file LoopVectorize.cpp.

References llvm::raw_ostream::flush(), llvm::LoopBase< BlockT, LoopT >::getHeader(), llvm::Module::getModuleIdentifier(), llvm::BasicBlock::getParent(), llvm::GlobalValue::getParent(), and llvm::Loop::getStartLoc().

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

◆ getReciprocalPredBlockProb()

static unsigned getReciprocalPredBlockProb ( )

static

A helper function that returns the reciprocal of the block probability of predicated blocks.

If we return X, we are assuming the predicated block will execute once for every X iterations of the loop header.

TODO: We should use actual block probability here, if available. Currently, we always assume predicated blocks have a 50% chance of executing.

Definition at line 385 of file LoopVectorize.cpp.

◆ getScalarEpilogueLowering()

static ScalarEpilogueLowering getScalarEpilogueLowering	(	Function *	F,
		Loop *	L,
		LoopVectorizeHints &	Hints,
		ProfileSummaryInfo *	PSI,
		BlockFrequencyInfo *	BFI,
		TargetTransformInfo *	TTI,
		TargetLibraryInfo *	TLI,
		AssumptionCache *	AC,
		LoopInfo *	LI,
		ScalarEvolution *	SE,
		DominatorTree *	DT,
		LoopVectorizationLegality &	LVL
	)

static

Definition at line 10023 of file LoopVectorize.cpp.

References llvm::InnerLoopVectorizer::AC, llvm::InnerLoopVectorizer::BFI, llvm::CM_ScalarEpilogueAllowed, llvm::CM_ScalarEpilogueNotAllowedOptSize, llvm::CM_ScalarEpilogueNotAllowedUsePredicate, llvm::CM_ScalarEpilogueNotNeededUsePredicate, llvm::InnerLoopVectorizer::DT, F, llvm::LoopVectorizeHints::FK_Disabled, llvm::LoopVectorizeHints::FK_Enabled, llvm::LoopVectorizeHints::getForce(), llvm::LoopBase< BlockT, LoopT >::getHeader(), llvm::LoopVectorizationLegality::getLAI(), llvm::LoopVectorizeHints::getPredicate(), llvm::IRPass, llvm::InnerLoopVectorizer::LI, PreferPredicateTy::PredicateElseScalarEpilogue, PreferPredicateTy::PredicateOrDontVectorize, PreferPredicateOverEpilogue, llvm::TargetTransformInfo::preferPredicateOverEpilogue(), llvm::InnerLoopVectorizer::PSI, PreferPredicateTy::ScalarEpilogue, llvm::shouldOptimizeForSize(), and llvm::InnerLoopVectorizer::TLI.

Referenced by llvm::LoopVectorizePass::processLoop(), and processLoopInVPlanNativePath().

◆ getSignedIntOrFpConstant()

static Constant* getSignedIntOrFpConstant	(	Type *	Ty,
		int64_t	C
	)

static

A helper function that returns an integer or floating-point constant with value C.

Definition at line 389 of file LoopVectorize.cpp.

References llvm::ConstantFP::get(), llvm::ConstantInt::getSigned(), and llvm::Type::isIntegerTy().

Referenced by buildScalarSteps(), and llvm::VPWidenIntOrFpInductionRecipe::execute().

◆ getSmallBestKnownTC()

static Optional<unsigned> getSmallBestKnownTC	(	ScalarEvolution &	SE,
		Loop *	L
	)

static

Returns "best known" trip count for the specified loop L as defined by the following procedure: 1) Returns exact trip count if it is known.

2) Returns expected trip count according to profile data if any. 3) Returns upper bound estimate if it is known. 4) Returns None if all of the above failed.

Definition at line 400 of file LoopVectorize.cpp.

References llvm::getLoopEstimatedTripCount(), llvm::ScalarEvolution::getSmallConstantMaxTripCount(), llvm::ScalarEvolution::getSmallConstantTripCount(), LoopVectorizeWithBlockFrequency, and llvm::None.

Referenced by llvm::LoopVectorizePass::processLoop(), and llvm::LoopVectorizationCostModel::selectInterleaveCount().

◆ getStepVector()

static Value* getStepVector	(	Value *	Val,
		Value *	StartIdx,
		Value *	Step,
		Instruction::BinaryOps	BinOp,
		ElementCount	VF,
		IRBuilderBase &	Builder
	)

static

This function adds (StartIdx * Step, (StartIdx + 1) * Step, (StartIdx + 2) * Step, ...) to each vector element of Val.

The sequence starts at StartIndex. Opcode is relevant for FP induction variable.

Definition at line 2281 of file LoopVectorize.cpp.

Referenced by llvm::VPWidenIntOrFpInductionRecipe::execute().

◆ hasIrregularType()

static bool hasIrregularType	(	Type *	Ty,
		const DataLayout &	DL
	)

static

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.

Definition at line 372 of file LoopVectorize.cpp.

References DL.

Referenced by llvm::LoopVectorizationCostModel::interleavedAccessCanBeWidened(), and llvm::LoopVectorizationCostModel::memoryInstructionCanBeWidened().

◆ isExplicitVecOuterLoop()

static bool isExplicitVecOuterLoop	(	Loop *	OuterLp,
		OptimizationRemarkEmitter *	ORE
	)

static

Definition at line 2129 of file LoopVectorize.cpp.

References llvm::LoopVectorizeHints::allowVectorization(), assert(), llvm::dbgs(), llvm::LoopVectorizeHints::emitRemarkWithHints(), llvm::LoopVectorizeHints::FK_Undefined, llvm::LoopVectorizeHints::getForce(), llvm::LoopBase< BlockT, LoopT >::getHeader(), llvm::LoopVectorizeHints::getInterleave(), llvm::BasicBlock::getParent(), llvm::LoopBase< BlockT, LoopT >::isInnermost(), LLVM_DEBUG, and llvm::InnerLoopVectorizer::ORE.

Referenced by collectSupportedLoops().

◆ isStrideMul()

static bool isStrideMul	(	Instruction *	I,
		LoopVectorizationLegality *	Legal
	)

static

Definition at line 6318 of file LoopVectorize.cpp.

References llvm::LoopVectorizationLegality::hasStride(), I, and llvm::InnerLoopVectorizer::Legal.

◆ largestIntegerVectorType()

static Type* largestIntegerVectorType	(	Type *	T1,
		Type *	T2
	)

static

Definition at line 3513 of file LoopVectorize.cpp.

References I1, and T1.

◆ MaybeVectorizeType()

static Type* MaybeVectorizeType	(	Type *	Elt,
		ElementCount	VF
	)

static

Definition at line 3478 of file LoopVectorize.cpp.

References llvm::VectorType::get(), llvm::Type::isFloatingPointTy(), llvm::Type::isIntOrPtrTy(), llvm::ElementCount::isScalar(), and llvm::InnerLoopVectorizer::VF.

Referenced by llvm::LoopVectorizationCostModel::getVectorIntrinsicCost().

◆ mayDivideByZero()

static bool mayDivideByZero ( Instruction & I )

static

A helper function for checking whether an integer division-related instruction may divide by zero (in which case it must be predicated if executed conditionally in the scalar code).

TODO: It may be worthwhile to generalize and check isKnownNonZero(). Non-zero divisors that are non compile-time constants will not be converted into multiplication, so we will still end up scalarizing the division, but can do so w/o predication.

Definition at line 4190 of file LoopVectorize.cpp.

References assert(), and I.

Referenced by llvm::LoopVectorizationCostModel::isScalarWithPredication().

◆ processLoopInVPlanNativePath()

static bool processLoopInVPlanNativePath	(	Loop *	L,
		PredicatedScalarEvolution &	PSE,
		LoopInfo *	LI,
		DominatorTree *	DT,
		LoopVectorizationLegality *	LVL,
		TargetTransformInfo *	TTI,
		TargetLibraryInfo *	TLI,
		DemandedBits *	DB,
		AssumptionCache *	AC,
		OptimizationRemarkEmitter *	ORE,
		BlockFrequencyInfo *	BFI,
		ProfileSummaryInfo *	PSI,
		LoopVectorizeHints &	Hints,
		LoopVectorizationRequirements &	Requirements
	)

static

Definition at line 10141 of file LoopVectorize.cpp.

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

◆ smallestIntegerVectorType()

static Type* smallestIntegerVectorType	(	Type *	T1,
		Type *	T2
	)

static

Definition at line 3507 of file LoopVectorize.cpp.

References I1, and T1.

Referenced by llvm::InnerLoopVectorizer::truncateToMinimalBitwidths().

◆ STATISTIC() [1/3]

STATISTIC	(	LoopsAnalyzed	,
		"Number of loops analyzed for vectorization"
	)

◆ STATISTIC() [2/3]

STATISTIC	(	LoopsEpilogueVectorized	,
		"Number of epilogues vectorized"
	)

◆ STATISTIC() [3/3]

STATISTIC	(	LoopsVectorized	,
		"Number of loops vectorized"
	)

◆ useMaskedInterleavedAccesses()

static bool useMaskedInterleavedAccesses ( const TargetTransformInfo & TTI )

static

Definition at line 2517 of file LoopVectorize.cpp.

References llvm::TargetTransformInfo::enableMaskedInterleavedAccessVectorization(), EnableMaskedInterleavedMemAccesses, and llvm::cl::Option::getNumOccurrences().

Referenced by llvm::LoopVectorizationCostModel::computeMaxVF(), llvm::LoopVectorizationCostModel::interleavedAccessCanBeWidened(), llvm::LoopVectorizationPlanner::plan(), llvm::LoopVectorizePass::processLoop(), and llvm::InnerLoopVectorizer::vectorizeInterleaveGroup().

Variable Documentation

◆ EnableCondStoresVectorization

cl::opt<bool> EnableCondStoresVectorization("enable-cond-stores-vec", cl::init(true), cl::Hidden, cl::desc("Enable if predication of stores during vectorization."))

static

Referenced by llvm::LoopVectorizationCostModel::selectVectorizationFactor().

◆ EnableEpilogueVectorization

cl::opt<bool> EnableEpilogueVectorization("enable-epilogue-vectorization", cl::init(true), cl::Hidden, cl::desc("Enable vectorization of epilogue loops."))

static

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

◆ EnableIndVarRegisterHeur

cl::opt<bool> EnableIndVarRegisterHeur("enable-ind-var-reg-heur", cl::init(true), cl::Hidden, cl::desc("Count the induction variable only once when interleaving"))

static

Referenced by llvm::LoopVectorizationCostModel::selectInterleaveCount().

◆ EnableInterleavedMemAccesses

cl::opt<bool> EnableInterleavedMemAccesses("enable-interleaved-mem-accesses", cl::init(false), cl::Hidden, cl::desc("Enable vectorization on interleaved memory accesses in a loop"))

static

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

◆ EnableLoadStoreRuntimeInterleave

cl::opt<bool> EnableLoadStoreRuntimeInterleave("enable-loadstore-runtime-interleave", cl::init(true), cl::Hidden, cl::desc( "Enable runtime interleaving until load/store ports are saturated"))

static

Referenced by llvm::LoopVectorizationCostModel::selectInterleaveCount().

◆ EnableMaskedInterleavedMemAccesses

cl::opt<bool> EnableMaskedInterleavedMemAccesses("enable-masked-interleaved-mem-accesses", cl::init(false), cl::Hidden, cl::desc("Enable vectorization on masked interleaved memory accesses in a loop"))

static

An interleave-group may need masking if it resides in a block that needs predication, or in order to mask away gaps.

Referenced by useMaskedInterleavedAccesses().

◆ EnableVPlanNativePath

cl::opt<bool> EnableVPlanNativePath("enable-vplan-native-path", cl::init(false), cl::Hidden, cl::desc("Enable VPlan-native vectorization path with " "support for outer loop vectorization."))

Referenced by collectSupportedLoops(), llvm::InnerLoopVectorizer::emitMemRuntimeChecks(), llvm::VPWidenPHIRecipe::execute(), llvm::InnerLoopVectorizer::fixVectorizedLoop(), llvm::LoopVectorizationCostModel::getWideningDecision(), llvm::LoopVectorizationCostModel::isProfitableToScalarize(), llvm::LoopVectorizationCostModel::isScalarAfterVectorization(), llvm::LoopVectorizationCostModel::isUniformAfterVectorization(), llvm::LoopVectorizationPlanner::planInVPlanNativePath(), llvm::LoopVectorizePass::processLoop(), processLoopInVPlanNativePath(), and llvm::LoopVectorizePass::run().

◆ EpilogueVectorizationForceVF

cl::opt<unsigned> EpilogueVectorizationForceVF("epilogue-vectorization-force-VF", cl::init(1), cl::Hidden, cl::desc("When epilogue vectorization is enabled, and a value greater than " "1 is specified, forces the given VF for all applicable epilogue " "loops."))

static

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

◆ EpilogueVectorizationMinVF

cl::opt<unsigned> EpilogueVectorizationMinVF("epilogue-vectorization-minimum-VF", cl::init(16), cl::Hidden, cl::desc("Only loops with vectorization factor equal to or larger than " "the specified value are considered for epilogue vectorization."))

static

◆ ForceOrderedReductions

cl::opt<bool> ForceOrderedReductions("force-ordered-reductions", cl::init(false), cl::Hidden, cl::desc("Enable the vectorisation of loops with in-order (strict) " "FP reductions"))

static

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

◆ ForceTargetInstructionCost

cl::opt<unsigned> ForceTargetInstructionCost("force-target-instruction-cost", cl::init(0), cl::Hidden, cl::desc("A flag that overrides the target's expected cost for " "an instruction to a single constant value. Mostly " "useful for getting consistent testing."))

static

◆ ForceTargetMaxScalarInterleaveFactor

cl::opt<unsigned> ForceTargetMaxScalarInterleaveFactor("force-target-max-scalar-interleave", cl::init(0), cl::Hidden, cl::desc("A flag that overrides the target's max interleave factor for " "scalar loops."))

static

Referenced by llvm::LoopVectorizationCostModel::selectInterleaveCount().

◆ ForceTargetMaxVectorInterleaveFactor

cl::opt<unsigned> ForceTargetMaxVectorInterleaveFactor("force-target-max-vector-interleave", cl::init(0), cl::Hidden, cl::desc("A flag that overrides the target's max interleave factor for " "vectorized loops."))

static

Referenced by llvm::LoopVectorizationCostModel::selectInterleaveCount().

◆ ForceTargetNumScalarRegs

cl::opt<unsigned> ForceTargetNumScalarRegs("force-target-num-scalar-regs", cl::init(0), cl::Hidden, cl::desc("A flag that overrides the target's number of scalar registers."))

static

Referenced by llvm::LoopVectorizationCostModel::selectInterleaveCount().

◆ ForceTargetNumVectorRegs

cl::opt<unsigned> ForceTargetNumVectorRegs("force-target-num-vector-regs", cl::init(0), cl::Hidden, cl::desc("A flag that overrides the target's number of vector registers."))

static

Referenced by llvm::LoopVectorizationCostModel::selectInterleaveCount().

◆ ForceTargetSupportsScalableVectors

cl::opt<bool> ForceTargetSupportsScalableVectors("force-target-supports-scalable-vectors", cl::init(false), cl::Hidden, cl::desc( "Pretend that scalable vectors are supported, even if the target does " "not support them. This flag should only be used for testing."))

static

◆ InterleaveSmallLoopScalarReduction

cl::opt<bool> InterleaveSmallLoopScalarReduction("interleave-small-loop-scalar-reduction", cl::init(false), cl::Hidden, cl::desc("Enable interleaving for loops with small iteration counts that " "contain scalar reductions to expose ILP."))

static

Interleave small loops with scalar reductions.

Referenced by llvm::LoopVectorizationCostModel::selectInterleaveCount().

◆ LLVMLoopVectorizeFollowupAll

const char LLVMLoopVectorizeFollowupAll[] = "llvm.loop.vectorize.followup_all"

Metadata attribute names

Definition at line 165 of file LoopVectorize.cpp.

Referenced by llvm::LoopVectorizationPlanner::executePlan(), and llvm::LoopVectorizePass::processLoop().

◆ LLVMLoopVectorizeFollowupEpilogue

const char LLVMLoopVectorizeFollowupEpilogue[]

Initial value:

=

"llvm.loop.vectorize.followup_epilogue"

Definition at line 168 of file LoopVectorize.cpp.

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

◆ LLVMLoopVectorizeFollowupVectorized

const char LLVMLoopVectorizeFollowupVectorized[]

Initial value:

=

"llvm.loop.vectorize.followup_vectorized"

Definition at line 166 of file LoopVectorize.cpp.

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

◆ LoopVectorizeWithBlockFrequency

cl::opt<bool> LoopVectorizeWithBlockFrequency("loop-vectorize-with-block-frequency", cl::init(true), cl::Hidden, cl::desc("Enable the use of the block frequency analysis to access PGO " "heuristics minimizing code growth in cold regions and being more " "aggressive in hot regions."))

static

Referenced by getSmallBestKnownTC().

◆ lv_name

const char lv_name[] = "Loop Vectorization"

static

Definition at line 7283 of file LoopVectorize.cpp.

◆ MaximizeBandwidth

cl::opt<bool> MaximizeBandwidth("vectorizer-maximize-bandwidth", cl::init(false), cl::Hidden, cl::desc("Maximize bandwidth when selecting vectorization factor which " "will be determined by the smallest type in loop."))

static

◆ MaxNestedScalarReductionIC

cl::opt<unsigned> MaxNestedScalarReductionIC("max-nested-scalar-reduction-interleave", cl::init(2), cl::Hidden, cl::desc("The maximum interleave count to use when interleaving a scalar " "reduction in a nested loop."))

static

Referenced by llvm::LoopVectorizationCostModel::selectInterleaveCount().

◆ NumberOfStoresToPredicate

cl::opt<unsigned> NumberOfStoresToPredicate("vectorize-num-stores-pred", cl::init(1), cl::Hidden, cl::desc("Max number of stores to be predicated behind an if."))

static

The number of stores in a loop that are allowed to need predication.

◆ PragmaVectorizeMemoryCheckThreshold

cl::opt<unsigned> PragmaVectorizeMemoryCheckThreshold("pragma-vectorize-memory-check-threshold", cl::init(128), cl::Hidden, cl::desc("The maximum allowed number of runtime memory checks with a " "vectorize(enable) pragma."))

static

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

◆ PreferInLoopReductions

cl::opt<bool> PreferInLoopReductions("prefer-inloop-reductions", cl::init(false), cl::Hidden, cl::desc("Prefer in-loop vector reductions, " "overriding the targets preference."))

static

Referenced by llvm::LoopVectorizationCostModel::collectElementTypesForWidening(), and llvm::LoopVectorizationCostModel::collectInLoopReductions().

◆ PreferPredicatedReductionSelect

cl::opt<bool> PreferPredicatedReductionSelect("prefer-predicated-reduction-select", cl::init(false), cl::Hidden, cl::desc( "Prefer predicating a reduction operation over an after loop select."))

static

Referenced by llvm::InnerLoopVectorizer::fixReduction().

◆ PreferPredicateOverEpilogue

cl::opt<PreferPredicateTy::Option> PreferPredicateOverEpilogue("prefer-predicate-over-epilogue", cl::init(PreferPredicateTy::ScalarEpilogue), cl::Hidden, cl::desc("Tail-folding and predication preferences over creating a scalar " "epilogue loop."), cl::values(clEnumValN(PreferPredicateTy::ScalarEpilogue, "scalar-epilogue", "Don't tail-predicate loops, create scalar epilogue"), clEnumValN(PreferPredicateTy::PredicateElseScalarEpilogue, "predicate-else-scalar-epilogue", "prefer tail-folding, create scalar epilogue if tail " "folding fails."), clEnumValN(PreferPredicateTy::PredicateOrDontVectorize, "predicate-dont-vectorize", "prefers tail-folding, don't attempt vectorization if " "tail-folding fails.")))

static

Referenced by getScalarEpilogueLowering().

◆ PrintVPlansInDotFormat

cl::opt<bool> PrintVPlansInDotFormat("vplan-print-in-dot-format", cl::init(false), cl::Hidden, cl::desc("Use dot format instead of plain text when dumping VPlans"))

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

◆ SmallLoopCost

cl::opt<unsigned> SmallLoopCost("small-loop-cost", cl::init(20), cl::Hidden, cl::desc( "The cost of a loop that is considered 'small' by the interleaver."))

static

Referenced by llvm::LoopVectorizationCostModel::selectInterleaveCount().

◆ TinyTripCountInterleaveThreshold

cl::opt<unsigned> TinyTripCountInterleaveThreshold("tiny-trip-count-interleave-threshold", cl::init(128), cl::Hidden, cl::desc("We don't interleave loops with a estimated constant trip count " "below this number"))

static

Referenced by llvm::LoopVectorizationCostModel::selectInterleaveCount().

◆ TinyTripCountVectorThreshold

cl::opt<unsigned> TinyTripCountVectorThreshold("vectorizer-min-trip-count", cl::init(16), cl::Hidden, cl::desc("Loops with a constant trip count that is smaller than this " "value are vectorized only if no scalar iteration overheads " "are incurred."))

static

Loops with a known constant trip count below this number are vectorized only if no scalar iteration overheads are incurred.

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

◆ VerboseDebug

const char VerboseDebug[] = DEBUG_TYPE "-verbose"

Definition at line 160 of file LoopVectorize.cpp.

Referenced by llvm::EpilogueVectorizerMainLoop::printDebugTracesAtEnd(), and llvm::EpilogueVectorizerEpilogueLoop::printDebugTracesAtEnd().

◆ VPlanBuildStressTest

cl::opt<bool> VPlanBuildStressTest("vplan-build-stress-test", cl::init(false), cl::Hidden, cl::desc( "Build VPlan for every supported loop nest in the function and bail " "out right after the build (stress test the VPlan H-CFG construction " "in the VPlan-native vectorization path)."))

static

Referenced by collectSupportedLoops(), llvm::LoopVectorizationPlanner::planInVPlanNativePath(), and processLoopInVPlanNativePath().

Classes

Namespaces

Macros

Typedefs

Enumerations

Functions

Variables

Macro Definition Documentation

◆ DEBUG_TYPE

◆ LV_NAME

Function Documentation

◆ addCanonicalIVRecipes()

◆ AddRuntimeUnrollDisableMetaData()

◆ addUsersInExitBlock()

◆ buildScalarSteps()

◆ checkMixedPrecision()

◆ collectSupportedLoops()

◆ createLVAnalysis()

◆ CreateStepValue()

◆ createWidenInductionRecipes()

◆ cse()

◆ debugVectorizationMessage()

◆ determineVPlanVF()

◆ emitTransformedIndex()

◆ getAddressAccessSCEV()

◆ getDebugLocFromInstOrOperands()

◆ getDebugLocString()

◆ getReciprocalPredBlockProb()

◆ getScalarEpilogueLowering()

◆ getSignedIntOrFpConstant()

◆ getSmallBestKnownTC()

◆ getStepVector()

◆ hasIrregularType()

◆ isExplicitVecOuterLoop()

◆ isStrideMul()

◆ largestIntegerVectorType()

◆ MaybeVectorizeType()

◆ mayDivideByZero()

◆ processLoopInVPlanNativePath()

◆ smallestIntegerVectorType()

◆ STATISTIC() [1/3]

◆ STATISTIC() [2/3]

◆ STATISTIC() [3/3]

◆ useMaskedInterleavedAccesses()

Variable Documentation

◆ EnableCondStoresVectorization

◆ EnableEpilogueVectorization

◆ EnableIndVarRegisterHeur

◆ EnableInterleavedMemAccesses

◆ EnableLoadStoreRuntimeInterleave

◆ EnableMaskedInterleavedMemAccesses

◆ EnableVPlanNativePath

◆ EpilogueVectorizationForceVF

◆ EpilogueVectorizationMinVF

◆ ForceOrderedReductions

◆ ForceTargetInstructionCost

◆ ForceTargetMaxScalarInterleaveFactor

◆ ForceTargetMaxVectorInterleaveFactor

◆ ForceTargetNumScalarRegs

◆ ForceTargetNumVectorRegs

◆ ForceTargetSupportsScalableVectors

◆ InterleaveSmallLoopScalarReduction

◆ LLVMLoopVectorizeFollowupAll

◆ LLVMLoopVectorizeFollowupEpilogue

◆ LLVMLoopVectorizeFollowupVectorized

◆ LoopVectorizeWithBlockFrequency

◆ lv_name

◆ MaximizeBandwidth

◆ MaxNestedScalarReductionIC

◆ NumberOfStoresToPredicate

◆ PragmaVectorizeMemoryCheckThreshold

◆ PreferInLoopReductions

◆ PreferPredicatedReductionSelect

◆ PreferPredicateOverEpilogue

◆ PrintVPlansInDotFormat

◆ SmallLoopCost

◆ TinyTripCountInterleaveThreshold

◆ TinyTripCountVectorThreshold

◆ VerboseDebug

◆ VPlanBuildStressTest