LLVM 20.0.0git
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Bottom Up SLP Vectorizer. More...
Classes | |
struct | EdgeInfo |
This structure holds any data we need about the edges being traversed during buildTree_rec(). More... | |
class | LookAheadHeuristics |
A helper class used for scoring candidates for two consecutive lanes. More... | |
class | ShuffleCostEstimator |
Merges shuffle masks and emits final shuffle instruction, if required. More... | |
class | ShuffleInstructionBuilder |
Merges shuffle masks and emits final shuffle instruction, if required. More... | |
class | VLOperands |
A helper data structure to hold the operands of a vector of instructions. More... | |
Public Types | |
enum class | LoadsState { Gather , Vectorize , ScatterVectorize , StridedVectorize } |
Tracks the state we can represent the loads in the given sequence. More... | |
using | ValueList = SmallVector< Value *, 8 > |
using | InstrList = SmallVector< Instruction *, 16 > |
using | ValueSet = SmallPtrSet< Value *, 16 > |
using | StoreList = SmallVector< StoreInst *, 8 > |
using | ExtraValueToDebugLocsMap = SmallDenseSet< Value *, 4 > |
using | OrdersType = SmallVector< unsigned, 4 > |
Public Member Functions | |
BoUpSLP (Function *Func, ScalarEvolution *Se, TargetTransformInfo *Tti, TargetLibraryInfo *TLi, AAResults *Aa, LoopInfo *Li, DominatorTree *Dt, AssumptionCache *AC, DemandedBits *DB, const DataLayout *DL, OptimizationRemarkEmitter *ORE) | |
Value * | vectorizeTree () |
Vectorize the tree that starts with the elements in VL . | |
Value * | vectorizeTree (const ExtraValueToDebugLocsMap &ExternallyUsedValues, Instruction *ReductionRoot=nullptr) |
Vectorize the tree but with the list of externally used values ExternallyUsedValues . | |
InstructionCost | getSpillCost () const |
InstructionCost | getTreeCost (ArrayRef< Value * > VectorizedVals={}) |
void | buildTree (ArrayRef< Value * > Roots, const SmallDenseSet< Value * > &UserIgnoreLst) |
Construct a vectorizable tree that starts at Roots , ignoring users for the purpose of scheduling and extraction in the UserIgnoreLst . | |
void | buildTree (ArrayRef< Value * > Roots) |
Construct a vectorizable tree that starts at Roots . | |
bool | doesRootHaveInTreeUses () const |
Returns whether the root node has in-tree uses. | |
ArrayRef< Value * > | getRootNodeScalars () const |
Return the scalars of the root node. | |
std::optional< std::pair< Type *, bool > > | getRootNodeTypeWithNoCast () const |
Returns the type/is-signed info for the root node in the graph without casting. | |
bool | isSignedMinBitwidthRootNode () const |
Checks if the root graph node can be emitted with narrower bitwidth at codegen and returns it signedness, if so. | |
FixedVectorType * | getReductionType () const |
Returns reduction type after minbitdth analysis. | |
void | buildExternalUses (const ExtraValueToDebugLocsMap &ExternallyUsedValues={}) |
Builds external uses of the vectorized scalars, i.e. | |
void | transformNodes () |
Transforms graph nodes to target specific representations, if profitable. | |
void | deleteTree () |
Clear the internal data structures that are created by 'buildTree'. | |
unsigned | getTreeSize () const |
unsigned | getCanonicalGraphSize () const |
Returns the base graph size, before any transformations. | |
void | optimizeGatherSequence () |
Perform LICM and CSE on the newly generated gather sequences. | |
bool | isIdentityOrder (ArrayRef< unsigned > Order) const |
Does this non-empty order represent an identity order? Identity should be represented as an empty order, so this is used to decide if we can canonicalize a computed order. | |
std::optional< OrdersType > | findReusedOrderedScalars (const TreeEntry &TE) |
Checks if the specified gather tree entry TE can be represented as a shuffled vector entry + (possibly) permutation with other gathers. | |
std::optional< OrdersType > | findPartiallyOrderedLoads (const TreeEntry &TE) |
Sort loads into increasing pointers offsets to allow greater clustering. | |
std::optional< OrdersType > | getReorderingData (const TreeEntry &TE, bool TopToBottom) |
Gets reordering data for the given tree entry. | |
void | reorderTopToBottom () |
Reorders the current graph to the most profitable order starting from the root node to the leaf nodes. | |
void | reorderBottomToTop (bool IgnoreReorder=false) |
Reorders the current graph to the most profitable order starting from leaves to the root. | |
unsigned | getVectorElementSize (Value *V) |
void | computeMinimumValueSizes () |
Compute the minimum type sizes required to represent the entries in a vectorizable tree. | |
unsigned | getMaxVecRegSize () const |
unsigned | getMinVecRegSize () const |
unsigned | getMinVF (unsigned Sz) const |
unsigned | getMaximumVF (unsigned ElemWidth, unsigned Opcode) const |
unsigned | canMapToVector (Type *T) const |
Check if homogeneous aggregate is isomorphic to some VectorType. | |
bool | isTreeTinyAndNotFullyVectorizable (bool ForReduction=false) const |
bool | isTreeNotExtendable () const |
Checks if the graph and all its subgraphs cannot be better vectorized. | |
bool | isLoadCombineReductionCandidate (RecurKind RdxKind) const |
Assume that a legal-sized 'or'-reduction of shifted/zexted loaded values can be load combined in the backend. | |
bool | isLoadCombineCandidate (ArrayRef< Value * > Stores) const |
Assume that a vector of stores of bitwise-or/shifted/zexted loaded values can be load combined in the backend. | |
LoadsState | canVectorizeLoads (ArrayRef< Value * > VL, const Value *VL0, SmallVectorImpl< unsigned > &Order, SmallVectorImpl< Value * > &PointerOps, unsigned *BestVF=nullptr, bool TryRecursiveCheck=true) const |
Checks if the given array of loads can be represented as a vectorized, scatter or just simple gather. | |
template<typename T > | |
void | registerNonVectorizableLoads (ArrayRef< T * > VL) |
Registers non-vectorizable sequence of loads. | |
template<typename T > | |
bool | areKnownNonVectorizableLoads (ArrayRef< T * > VL) const |
Checks if the given loads sequence is known as not vectorizable. | |
OptimizationRemarkEmitter * | getORE () |
std::optional< int > | findBestRootPair (ArrayRef< std::pair< Value *, Value * > > Candidates, int Limit=LookAheadHeuristics::ScoreFail) const |
Evaluate each pair in Candidates and return index into Candidates for a pair which have highest score deemed to have best chance to form root of profitable tree to vectorize. | |
bool | isDeleted (Instruction *I) const |
Checks if the instruction is marked for deletion. | |
void | eraseInstruction (Instruction *I) |
Removes an instruction from its block and eventually deletes it. | |
template<typename T > | |
void | removeInstructionsAndOperands (ArrayRef< T * > DeadVals) |
Remove instructions from the parent function and clear the operands of DeadVals instructions, marking for deletion trivially dead operands. | |
bool | isAnalyzedReductionRoot (Instruction *I) const |
Checks if the instruction was already analyzed for being possible reduction root. | |
void | analyzedReductionRoot (Instruction *I) |
Register given instruction as already analyzed for being possible reduction root. | |
bool | areAnalyzedReductionVals (ArrayRef< Value * > VL) const |
Checks if the provided list of reduced values was checked already for vectorization. | |
void | analyzedReductionVals (ArrayRef< Value * > VL) |
Adds the list of reduced values to list of already checked values for the vectorization. | |
void | clearReductionData () |
Clear the list of the analyzed reduction root instructions. | |
bool | isAnyGathered (const SmallDenseSet< Value * > &Vals) const |
Checks if the given value is gathered in one of the nodes. | |
bool | isGathered (const Value *V) const |
Checks if the given value is gathered in one of the nodes. | |
bool | isNotScheduled (const Value *V) const |
Checks if the specified value was not schedule. | |
bool | isVectorized (Value *V) const |
Check if the value is vectorized in the tree. | |
~BoUpSLP () | |
Friends | |
struct | GraphTraits< BoUpSLP * > |
struct | DOTGraphTraits< BoUpSLP * > |
raw_ostream & | operator<< (raw_ostream &os, const BoUpSLP::ScheduleData &SD) |
Bottom Up SLP Vectorizer.
Definition at line 1314 of file SLPVectorizer.cpp.
Definition at line 1333 of file SLPVectorizer.cpp.
using llvm::slpvectorizer::BoUpSLP::InstrList = SmallVector<Instruction *, 16> |
Definition at line 1330 of file SLPVectorizer.cpp.
Definition at line 1334 of file SLPVectorizer.cpp.
using llvm::slpvectorizer::BoUpSLP::StoreList = SmallVector<StoreInst *, 8> |
Definition at line 1332 of file SLPVectorizer.cpp.
using llvm::slpvectorizer::BoUpSLP::ValueList = SmallVector<Value *, 8> |
Definition at line 1329 of file SLPVectorizer.cpp.
using llvm::slpvectorizer::BoUpSLP::ValueSet = SmallPtrSet<Value *, 16> |
Definition at line 1331 of file SLPVectorizer.cpp.
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Tracks the state we can represent the loads in the given sequence.
Enumerator | |
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Gather | |
Vectorize | |
ScatterVectorize | |
StridedVectorize |
Definition at line 1322 of file SLPVectorizer.cpp.
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Definition at line 1336 of file SLPVectorizer.cpp.
References llvm::CodeMetrics::collectEphemeralValues(), F, llvm::details::FixedOrScalableQuantity< LeafTy, ValueTy >::getFixedValue(), llvm::TargetTransformInfo::getMinVectorRegisterBitWidth(), llvm::TargetTransformInfo::getRegisterBitWidth(), MaxVectorRegSizeOption, MinVectorRegSizeOption, and llvm::TargetTransformInfo::RGK_FixedWidthVector.
BoUpSLP::~BoUpSLP | ( | ) |
Definition at line 4495 of file SLPVectorizer.cpp.
References assert(), llvm::dbgs(), llvm::SmallVectorImpl< T >::emplace_back(), F, I, llvm::RecursivelyDeleteTriviallyDeadInstructions(), llvm::verifyFunction(), and llvm::wouldInstructionBeTriviallyDead().
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Register given instruction as already analyzed for being possible reduction root.
Definition at line 2894 of file SLPVectorizer.cpp.
References I.
Adds the list of reduced values to list of already checked values for the vectorization.
Definition at line 2904 of file SLPVectorizer.cpp.
References llvm::hash_value(), and llvm::detail::DenseSetImpl< ValueT, MapTy, ValueInfoT >::insert().
Referenced by transformNodes().
Checks if the provided list of reduced values was checked already for vectorization.
Definition at line 2899 of file SLPVectorizer.cpp.
References llvm::detail::DenseSetImpl< ValueT, MapTy, ValueInfoT >::contains(), and llvm::hash_value().
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Checks if the given loads sequence is known as not vectorizable.
Definition at line 1628 of file SLPVectorizer.cpp.
References llvm::detail::DenseSetImpl< ValueT, MapTy, ValueInfoT >::contains(), and llvm::hash_value().
Referenced by canVectorizeLoads(), and transformNodes().
void BoUpSLP::buildExternalUses | ( | const ExtraValueToDebugLocsMap & | ExternallyUsedValues = {} | ) |
Builds external uses of the vectorized scalars, i.e.
the list of vectorized scalars to be extracted, their lanes and their scalar users. ExternallyUsedValues
contains additional list of external uses to handle vectorization of reductions.
Definition at line 6469 of file SLPVectorizer.cpp.
References assert(), llvm::dbgs(), doesInTreeUserNeedToExtract(), llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::end(), llvm::detail::DenseSetImpl< ValueT, MapTy, ValueInfoT >::end(), llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::find(), llvm::detail::DenseSetImpl< ValueT, MapTy, ValueInfoT >::find(), isDeleted(), LLVM_DEBUG, llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::try_emplace(), and UsesLimit.
Construct a vectorizable tree that starts at Roots
.
Definition at line 6702 of file SLPVectorizer.cpp.
References allSameType(), and deleteTree().
void BoUpSLP::buildTree | ( | ArrayRef< Value * > | Roots, |
const SmallDenseSet< Value * > & | UserIgnoreLst | ||
) |
Construct a vectorizable tree that starts at Roots
, ignoring users for the purpose of scheduling and extraction in the UserIgnoreLst
.
Definition at line 6693 of file SLPVectorizer.cpp.
References allSameType(), and deleteTree().
Check if homogeneous aggregate is isomorphic to some VectorType.
Accepts homogeneous multidimensional aggregate of scalars/vectors like {[4 x i16], [4 x i16]}, { <2 x float>, <2 x float> }, {{{i16, i16}, {i16, i16}}, {{i16, i16}, {i16, i16}}} and so on.
Definition at line 8823 of file SLPVectorizer.cpp.
References llvm::DataLayout::getTypeStoreSizeInBits(), getWidenedType(), llvm::Type::isEmptyTy(), isValidElementType(), and N.
BoUpSLP::LoadsState BoUpSLP::canVectorizeLoads | ( | ArrayRef< Value * > | VL, |
const Value * | VL0, | ||
SmallVectorImpl< unsigned > & | Order, | ||
SmallVectorImpl< Value * > & | PointerOps, | ||
unsigned * | BestVF = nullptr , |
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bool | TryRecursiveCheck = true |
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) | const |
Checks if the given array of loads can be represented as a vectorized, scatter or just simple gather.
VL | list of loads. |
VL0 | main load value. |
Order | returned order of load instructions. |
PointerOps | returned list of pointer operands. |
BestVF | return best vector factor, if recursive check found better vectorization sequences rather than masked gather. |
TryRecursiveCheck | used to check if long masked gather can be represented as a serie of loads/insert subvector, if profitable. |
Definition at line 4951 of file SLPVectorizer.cpp.
References llvm::all_of(), llvm::any_of(), areKnownNonVectorizableLoads(), arePointersCompatible(), llvm::SmallVectorTemplateCommon< T, typename >::back(), llvm::SmallVectorTemplateCommon< T, typename >::begin(), llvm::ArrayRef< T >::begin(), llvm::CallingConv::C, calculateRtStride(), canVectorizeLoads(), llvm::SmallVectorImpl< T >::clear(), llvm::APInt::clearAllBits(), CostKind, llvm::count_if(), DL, llvm::doesNotNeedToBeScheduled(), llvm::SmallVectorBase< Size_T >::empty(), llvm::ArrayRef< T >::end(), End, llvm::enumerate(), llvm::TargetTransformInfo::forceScalarizeMaskedGather(), llvm::SmallVectorTemplateCommon< T, typename >::front(), llvm::ArrayRef< T >::front(), Gather, GEP, llvm::APInt::getAllOnes(), llvm::TargetTransformInfo::getGatherScatterOpCost(), getGEPCosts(), llvm::TargetTransformInfo::getInstructionCost(), llvm::LoopInfoBase< BlockT, LoopT >::getLoopFor(), llvm::TargetTransformInfo::getMemoryOpCost(), getMinVF(), getNumElements(), llvm::APInt::getOneBitSet(), getParent(), llvm::getPointerOperand(), llvm::getPointersDiff(), llvm::TargetTransformInfo::getScalarizationOverhead(), getShuffleCost(), llvm::TargetTransformInfo::getStridedMemoryOpCost(), llvm::Value::getType(), llvm::getUnderlyingObject(), getWidenedType(), llvm::has_single_bit(), I, Idx, llvm::SmallSet< T, N, C >::insert(), llvm::APInt::isAllOnes(), llvm::TargetTransformInfo::isLegalMaskedGather(), llvm::TargetTransformInfo::isLegalStridedLoadStore(), isReverseOrder(), llvm::TargetTransformInfo::isTypeLegal(), llvm::APInt::isZero(), MaxProfitableLoadStride, MinProfitableStridedLoads, P, Ptr, llvm::SmallVectorTemplateBase< T, bool >::push_back(), llvm::SmallVectorImpl< T >::resize(), ScatterVectorize, llvm::APInt::setAllBits(), llvm::APInt::setBits(), llvm::ArrayRef< T >::size(), llvm::SmallSet< T, N, C >::size(), llvm::SmallVectorBase< Size_T >::size(), llvm::TargetTransformInfo::SK_Broadcast, llvm::TargetTransformInfo::SK_InsertSubvector, llvm::ArrayRef< T >::slice(), SLPCostThreshold, llvm::sortPtrAccesses(), StridedVectorize, llvm::TargetTransformInfo::TCK_RecipThroughput, and Vectorize.
Referenced by canVectorizeLoads(), getReorderingData(), and transformNodes().
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Clear the list of the analyzed reduction root instructions.
Definition at line 2908 of file SLPVectorizer.cpp.
References llvm::detail::DenseSetImpl< ValueT, MapTy, ValueInfoT >::clear().
void BoUpSLP::computeMinimumValueSizes | ( | ) |
Compute the minimum type sizes required to represent the entries in a vectorizable tree.
Definition at line 18072 of file SLPVectorizer.cpp.
References llvm::all_of(), llvm::any_of(), assert(), llvm::detail::DenseSetImpl< ValueT, MapTy, ValueInfoT >::begin(), llvm::SmallVectorTemplateCommon< T, typename >::begin(), llvm::ArrayRef< T >::begin(), llvm::bit_ceil(), llvm::SmallVectorImpl< T >::clear(), llvm::ComputeNumSignBits(), llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::contains(), llvm::detail::DenseSetImpl< ValueT, MapTy, ValueInfoT >::contains(), DL, llvm::slpvectorizer::BoUpSLP::EdgeInfo::EdgeIdx, llvm::detail::DenseSetImpl< ValueT, MapTy, ValueInfoT >::empty(), llvm::SmallVectorBase< Size_T >::empty(), llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::end(), llvm::SmallVectorTemplateCommon< T, typename >::end(), llvm::ArrayRef< T >::end(), llvm::detail::DenseSetImpl< ValueT, MapTy, ValueInfoT >::erase(), F, llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::find(), llvm::ArrayRef< T >::front(), llvm::IntegerType::get(), llvm::APInt::getBitsSetFrom(), llvm::DemandedBits::getDemandedBits(), llvm::IRBuilderBase::getInt1Ty(), llvm::TargetTransformInfo::getNumberOfParts(), getNumElements(), getOpcode(), getRdxKind(), llvm::Type::getScalarType(), llvm::Value::getType(), getWidenedType(), Idx, if(), llvm::detail::DenseSetImpl< ValueT, MapTy, ValueInfoT >::insert(), llvm::isGather(), llvm::RecurrenceDescriptor::isIntMinMaxRecurrenceKind(), llvm::isKnownNonNegative(), llvm::MaskedValueIsZero(), llvm::none_of(), llvm::SmallVectorTemplateBase< T, bool >::push_back(), llvm::detail::DenseSetImpl< ValueT, MapTy, ValueInfoT >::size(), llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::try_emplace(), llvm::slpvectorizer::BoUpSLP::EdgeInfo::UserTE, and UsesLimit.
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Clear the internal data structures that are created by 'buildTree'.
Definition at line 1455 of file SLPVectorizer.cpp.
References llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::clear(), llvm::detail::DenseSetImpl< ValueT, MapTy, ValueInfoT >::clear(), llvm::SetVector< T, Vector, Set, N >::clear(), llvm::SmallPtrSetImplBase::clear(), and llvm::SmallVectorImpl< T >::clear().
Referenced by buildTree().
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Returns whether the root node has in-tree uses.
Definition at line 1391 of file SLPVectorizer.cpp.
References llvm::SmallVectorBase< Size_T >::empty(), and llvm::SmallVectorTemplateCommon< T, typename >::front().
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Removes an instruction from its block and eventually deletes it.
It's like Instruction::eraseFromParent() except that the actual deletion is delayed until BoUpSLP is destructed.
Definition at line 2798 of file SLPVectorizer.cpp.
References I.
Referenced by optimizeGatherSequence(), and vectorizeTree().
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Evaluate each pair in Candidates
and return index into Candidates
for a pair which have highest score deemed to have best chance to form root of profitable tree to vectorize.
Return std::nullopt if no candidate scored above the LookAheadHeuristics::ScoreFail.
Limit | Lower limit of the cost, considered to be good enough score. |
Definition at line 2773 of file SLPVectorizer.cpp.
References llvm::slpvectorizer::BoUpSLP::LookAheadHeuristics::getScoreAtLevelRec(), I, and RootLookAheadMaxDepth.
Referenced by transformNodes().
std::optional< BoUpSLP::OrdersType > BoUpSLP::findPartiallyOrderedLoads | ( | const TreeEntry & | TE | ) |
Sort loads into increasing pointers offsets to allow greater clustering.
Definition at line 5399 of file SLPVectorizer.cpp.
References assert(), clusterSortPtrAccesses(), llvm::SetVector< T, Vector, Set, N >::contains(), DL, llvm::SmallVectorTemplateBase< T, bool >::push_back(), and llvm::SmallVectorImpl< T >::reserve().
Referenced by getReorderingData().
std::optional< BoUpSLP::OrdersType > BoUpSLP::findReusedOrderedScalars | ( | const TreeEntry & | TE | ) |
Checks if the specified gather tree entry TE
can be represented as a shuffled vector entry + (possibly) permutation with other gathers.
It implements the checks only for possibly ordered scalars (Loads, ExtractElement, ExtractValue), which can be part of the graph.
Definition at line 4595 of file SLPVectorizer.cpp.
References llvm::SmallBitVector::all(), llvm::all_of(), llvm::SmallBitVector::any(), llvm::any_of(), assert(), llvm::SmallVectorTemplateCommon< T, typename >::begin(), llvm::MutableArrayRef< T >::begin(), llvm::count_if(), llvm::SmallVectorBase< Size_T >::empty(), llvm::SmallVectorTemplateCommon< T, typename >::end(), llvm::MutableArrayRef< T >::end(), llvm::find(), llvm::SmallVectorTemplateCommon< T, typename >::front(), llvm::TargetTransformInfo::getNumberOfParts(), getNumElems(), getPartNumElems(), getWidenedType(), llvm::hasFullVectorsOrPowerOf2(), I, Idx, isConstant(), isValidElementType(), llvm::PoisonMaskElem, llvm::SmallBitVector::set(), llvm::SmallVectorBase< Size_T >::size(), llvm::TargetTransformInfo::SK_PermuteSingleSrc, and llvm::SmallBitVector::test().
Referenced by getReorderingData().
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Returns the base graph size, before any transformations.
Definition at line 1485 of file SLPVectorizer.cpp.
Referenced by isTreeNotExtendable(), and transformNodes().
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Definition at line 1563 of file SLPVectorizer.cpp.
References llvm::TargetTransformInfo::getMaximumVF(), and MaxVFOption.
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Definition at line 1550 of file SLPVectorizer.cpp.
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Definition at line 1555 of file SLPVectorizer.cpp.
Referenced by getMinVF().
Definition at line 1559 of file SLPVectorizer.cpp.
References getMinVecRegSize().
Referenced by canVectorizeLoads(), and transformNodes().
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Definition at line 1632 of file SLPVectorizer.cpp.
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Returns reduction type after minbitdth analysis.
Definition at line 1428 of file SLPVectorizer.cpp.
References DL, llvm::SmallVectorTemplateCommon< T, typename >::front(), llvm::IntegerType::get(), and getWidenedType().
std::optional< BoUpSLP::OrdersType > BoUpSLP::getReorderingData | ( | const TreeEntry & | TE, |
bool | TopToBottom | ||
) |
Gets reordering data for the given tree entry.
If the entry is vectorized
TopToBottom | If true, include the order of vectorized stores and insertelement nodes, otherwise skip them. |
Definition at line 5475 of file SLPVectorizer.cpp.
References addMask(), llvm::all_of(), allConstant(), allSameType(), llvm::any_of(), assert(), llvm::SmallVectorTemplateCommon< T, typename >::begin(), canVectorizeLoads(), llvm::Instruction::comesBefore(), llvm::count_if(), llvm::Data, llvm::divideCeil(), E, llvm::SmallVectorBase< Size_T >::empty(), llvm::SmallVectorTemplateCommon< T, typename >::end(), llvm::enumerate(), llvm::find(), llvm::find_if(), findPartiallyOrderedLoads(), findReusedOrderedScalars(), fixupOrderingIndices(), llvm::PoisonValue::get(), getElementIndex(), getExtractIndex(), llvm::DominatorTreeBase< NodeT, IsPostDom >::getNode(), llvm::TargetTransformInfo::getNumberOfParts(), llvm::Value::getNumUses(), llvm::ilist_detail::node_parent_access< NodeTy, ParentTy >::getParent(), getParent(), getShuffleCost(), llvm::TargetTransformInfo::getVectorInstrCost(), getWidenedType(), I, Idx, II, llvm::inversePermutation(), isIdentityOrder(), llvm::ShuffleVectorInst::isOneUseSingleSourceMask(), isReverseOrder(), isSplat(), llvm::PoisonMaskElem, reorderOrder(), llvm::SmallBitVector::set(), llvm::SmallVectorBase< Size_T >::size(), llvm::TargetTransformInfo::SK_PermuteSingleSrc, llvm::ArrayRef< T >::slice(), llvm::stable_sort(), StridedVectorize, llvm::TargetTransformInfo::TCK_RecipThroughput, llvm::SmallBitVector::test(), llvm::transform(), llvm::Value::user_begin(), Vectorize, VectorizeNonPowerOf2, and llvm::zip().
Referenced by reorderBottomToTop(), and reorderTopToBottom().
Return the scalars of the root node.
Definition at line 1397 of file SLPVectorizer.cpp.
References assert(), llvm::SmallVectorBase< Size_T >::empty(), and llvm::SmallVectorTemplateCommon< T, typename >::front().
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Returns the type/is-signed info for the root node in the graph without casting.
Definition at line 1404 of file SLPVectorizer.cpp.
References llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::end(), llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::find(), llvm::SmallVectorTemplateCommon< T, typename >::front(), and llvm::IntegerType::get().
InstructionCost BoUpSLP::getSpillCost | ( | ) | const |
Definition at line 12095 of file SLPVectorizer.cpp.
References A, assert(), B, llvm::dbgs(), llvm::SmallPtrSetImpl< PtrType >::erase(), llvm::TargetTransformInfo::getCallInstrCost(), llvm::TargetTransformInfo::getCostOfKeepingLiveOverCall(), llvm::TargetTransformInfo::getIntrinsicInstrCost(), llvm::ilist_node_impl< OptionsT >::getIterator(), llvm::DominatorTreeBase< NodeT, IsPostDom >::getNode(), llvm::ilist_detail::node_parent_access< NodeTy, ParentTy >::getParent(), getWidenedType(), I, II, llvm::SmallPtrSetImpl< PtrType >::insert(), LLVM_DEBUG, llvm::User::operands(), llvm::SmallVectorTemplateBase< T, bool >::push_back(), llvm::SmallPtrSetImplBase::size(), llvm::sort(), llvm::TargetTransformInfo::TCK_RecipThroughput, and X.
InstructionCost BoUpSLP::getTreeCost | ( | ArrayRef< Value * > | VectorizedVals = {} | ) |
VL
. A negative number means that this is profitable. Definition at line 12377 of file SLPVectorizer.cpp.
References llvm::all_of(), areTwoInsertFromSameBuildVector(), assert(), llvm::SmallVectorTemplateCommon< T, typename >::begin(), llvm::CallingConv::C, CostKind, llvm::SmallPtrSetImpl< PtrType >::count(), llvm::count_if(), llvm::Data, llvm::dbgs(), DL, llvm::SmallVectorImpl< T >::emplace_back(), llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::end(), llvm::SmallVectorTemplateCommon< T, typename >::end(), llvm::enumerate(), F, llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::find(), llvm::find_if(), llvm::for_each(), llvm::IntegerType::get(), llvm::TargetTransformInfo::getCastInstrCost(), getElementIndex(), llvm::TargetTransformInfo::getExtractWithExtendCost(), llvm::TargetTransformInfo::getInstructionCost(), llvm::User::getOperand(), llvm::BasicBlock::getParent(), llvm::InsertElementInst::getType(), llvm::TargetTransformInfo::getVectorInstrCost(), getWidenedType(), llvm::APInt::getZero(), llvm::has_single_bit(), I, II, llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::insert(), llvm::detail::DenseSetImpl< ValueT, MapTy, ValueInfoT >::insert(), llvm::SmallPtrSetImpl< PtrType >::insert(), isFirstInsertElement(), llvm::isKnownNonNegative(), llvm::DominatorTree::isReachableFromEntry(), LLVM_DEBUG, llvm::TargetTransformInfo::None, llvm::none_of(), P, llvm::PoisonMaskElem, llvm::SmallVectorTemplateBase< T, bool >::push_back(), shortBundleName(), llvm::SmallVectorBase< Size_T >::size(), llvm::TargetTransformInfo::TCC_Basic, llvm::TargetTransformInfo::TCC_Free, llvm::TargetTransformInfo::TCK_RecipThroughput, and UsesLimit.
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Definition at line 1482 of file SLPVectorizer.cpp.
References llvm::SmallVectorBase< Size_T >::size().
Referenced by isTreeNotExtendable(), and transformNodes().
V
. If V is a store, the size is the width of the stored value. Otherwise, the size is the width of the largest loaded value reaching V. This method is used by the vectorizer to calculate vectorization factors. Definition at line 17599 of file SLPVectorizer.cpp.
References DL, llvm::SmallVectorImpl< T >::emplace_back(), llvm::SmallVectorBase< Size_T >::empty(), llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::end(), llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::find(), llvm::IRBuilderBase::getInt1Ty(), getVectorElementSize(), I, llvm::SmallPtrSetImpl< PtrType >::insert(), llvm::isa(), llvm::SmallVectorImpl< T >::pop_back_val(), and RecursionMaxDepth.
Referenced by getVectorElementSize(), and transformNodes().
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Checks if the instruction was already analyzed for being possible reduction root.
Definition at line 2889 of file SLPVectorizer.cpp.
References I.
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Checks if the given value is gathered in one of the nodes.
Definition at line 2914 of file SLPVectorizer.cpp.
References llvm::any_of(), and llvm::detail::DenseSetImpl< ValueT, MapTy, ValueInfoT >::contains().
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Checks if the instruction is marked for deletion.
Definition at line 2793 of file SLPVectorizer.cpp.
References I.
Referenced by buildExternalUses(), optimizeGatherSequence(), and transformNodes().
Checks if the given value is gathered in one of the nodes.
Definition at line 2918 of file SLPVectorizer.cpp.
References llvm::SmallPtrSetImpl< PtrType >::contains().
Does this non-empty order represent an identity order? Identity should be represented as an empty order, so this is used to decide if we can canonicalize a computed order.
Undef elements (represented as size) are ignored.
Definition at line 1494 of file SLPVectorizer.cpp.
References llvm::all_of(), assert(), llvm::ArrayRef< T >::empty(), llvm::enumerate(), P, and llvm::ArrayRef< T >::size().
Referenced by getReorderingData(), reorderBottomToTop(), and reorderTopToBottom().
Assume that a vector of stores of bitwise-or/shifted/zexted loaded values can be load combined in the backend.
Load combining may not be allowed in the IR optimizer, so we do not want to alter the pattern. For example, partially transforming a scalar bswap() pattern into vector code is effectively impossible for the backend to undo. TODO: If load combining is allowed in the IR optimizer, this analysis may not be necessary.
Definition at line 11972 of file SLPVectorizer.cpp.
References isLoadCombineCandidateImpl(), llvm::PatternMatch::m_Store(), llvm::PatternMatch::m_Value(), llvm::PatternMatch::match(), llvm::ArrayRef< T >::size(), and X.
Assume that a legal-sized 'or'-reduction of shifted/zexted loaded values can be load combined in the backend.
Load combining may not be allowed in the IR optimizer, so we do not want to alter the pattern. For example, partially transforming a scalar bswap() pattern into vector code is effectively impossible for the backend to undo. TODO: If load combining is allowed in the IR optimizer, this analysis may not be necessary.
Definition at line 11962 of file SLPVectorizer.cpp.
References isLoadCombineCandidateImpl(), and llvm::Or.
Checks if the specified value was not schedule.
Definition at line 2922 of file SLPVectorizer.cpp.
References llvm::SmallPtrSetImpl< PtrType >::contains().
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Checks if the root graph node can be emitted with narrower bitwidth at codegen and returns it signedness, if so.
Definition at line 1423 of file SLPVectorizer.cpp.
References llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::at(), and llvm::SmallVectorTemplateCommon< T, typename >::front().
bool BoUpSLP::isTreeNotExtendable | ( | ) | const |
Checks if the graph and all its subgraphs cannot be better vectorized.
It may happen, if all gather nodes are loads and they cannot be "clusterized". In this case even subgraphs cannot be vectorized more effectively than the base graph.
Definition at line 12067 of file SLPVectorizer.cpp.
References allConstant(), allSameBlock(), llvm::count_if(), getCanonicalGraphSize(), getTreeSize(), Idx, and isSplat().
Definition at line 11985 of file SLPVectorizer.cpp.
References llvm::all_of(), allConstant(), allSameBlock(), llvm::any_of(), assert(), llvm::count_if(), llvm::APInt::getAllOnes(), llvm::TargetTransformInfo::getScalarizationOverhead(), getWidenedType(), isSplat(), MinTreeSize, llvm::DebugCounter::shouldExecute(), SLPCostThreshold, and llvm::TargetTransformInfo::TCK_RecipThroughput.
Check if the value is vectorized in the tree.
Definition at line 2927 of file SLPVectorizer.cpp.
Referenced by transformNodes().
void BoUpSLP::optimizeGatherSequence | ( | ) |
Perform LICM and CSE on the newly generated gather sequences.
Definition at line 16894 of file SLPVectorizer.cpp.
References A, llvm::any_of(), assert(), llvm::SmallVectorImpl< T >::assign(), B, llvm::SmallVectorTemplateCommon< T, typename >::begin(), llvm::dbgs(), llvm::DominatorTree::dominates(), llvm::SmallVectorBase< Size_T >::empty(), llvm::SmallVectorTemplateCommon< T, typename >::end(), eraseInstruction(), llvm::DominatorTreeBase< NodeT, IsPostDom >::getNode(), llvm::TargetTransformInfo::getNumberOfParts(), llvm::BasicBlock::getTerminator(), getWidenedType(), I, llvm::detail::DenseSetImpl< ValueT, MapTy, ValueInfoT >::insert(), llvm::is_contained(), isDeleted(), llvm::DominatorTree::isReachableFromEntry(), LLVM_DEBUG, llvm::make_early_inc_range(), N, llvm::PoisonMaskElem, llvm::SmallVectorTemplateBase< T, bool >::push_back(), llvm::SmallVectorImpl< T >::reserve(), llvm::ArrayRef< T >::size(), llvm::detail::DenseSetImpl< ValueT, MapTy, ValueInfoT >::size(), llvm::SetVector< T, Vector, Set, N >::size(), llvm::SmallVectorBase< Size_T >::size(), and llvm::sort().
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Registers non-vectorizable sequence of loads.
Definition at line 1622 of file SLPVectorizer.cpp.
References llvm::hash_value(), and llvm::detail::DenseSetImpl< ValueT, MapTy, ValueInfoT >::insert().
Referenced by transformNodes().
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Remove instructions from the parent function and clear the operands of DeadVals
instructions, marking for deletion trivially dead operands.
Definition at line 2805 of file SLPVectorizer.cpp.
References llvm::all_of(), assert(), llvm::SmallVectorBase< Size_T >::empty(), llvm::ScalarEvolution::forgetValue(), I, llvm::detail::DenseSetImpl< ValueT, MapTy, ValueInfoT >::insert(), llvm::isInstructionTriviallyDead(), llvm::none_of(), llvm::SmallVectorImpl< T >::pop_back_val(), llvm::SmallVectorTemplateBase< T, bool >::push_back(), llvm::salvageDebugInfo(), llvm::Value::use_empty(), and llvm::wouldInstructionBeTriviallyDead().
void BoUpSLP::reorderBottomToTop | ( | bool | IgnoreReorder = false | ) |
Reorders the current graph to the most profitable order starting from leaves to the root.
It allows to rotate small subgraphs and reduce the number of reshuffles if the leaf nodes use the same order. In this case we can merge the orders and just shuffle user node instead of shuffling its operands. Plus, even the leaf nodes have different orders, it allows to sink reordering in the graph closer to the root node and merge it later during analysis.
Definition at line 6192 of file SLPVectorizer.cpp.
References llvm::all_of(), assert(), llvm::SmallVectorTemplateCommon< T, typename >::begin(), llvm::SmallPtrSetImplBase::clear(), combineOrders(), llvm::detail::DenseSetImpl< ValueT, MapTy, ValueInfoT >::contains(), llvm::detail::DenseSetImpl< ValueT, MapTy, ValueInfoT >::count(), llvm::count_if(), llvm::Data, llvm::drop_begin(), E, llvm::slpvectorizer::BoUpSLP::EdgeInfo::EdgeIdx, llvm::SetVector< T, Vector, Set, N >::empty(), fixupOrderingIndices(), Gather, getReorderingData(), I, Idx, llvm::SetVector< T, Vector, Set, N >::insert(), llvm::detail::DenseSetImpl< ValueT, MapTy, ValueInfoT >::insert(), llvm::SmallPtrSetImpl< PtrType >::insert(), llvm::inversePermutation(), isIdentityOrder(), P, llvm::PoisonMaskElem, llvm::SmallVectorTemplateBase< T, bool >::push_back(), reorderOrder(), reorderReuses(), llvm::reorderScalars(), llvm::ArrayRef< T >::size(), llvm::sort(), llvm::transform(), Users, and llvm::slpvectorizer::BoUpSLP::EdgeInfo::UserTE.
void BoUpSLP::reorderTopToBottom | ( | ) |
Reorders the current graph to the most profitable order starting from the root node to the leaf nodes.
The best order is chosen only from the nodes of the same size (vectorization factor). Smaller nodes are considered parts of subgraph with smaller VF and they are reordered independently. We can make it because we still need to extend smaller nodes to the wider VF and we can merge reordering shuffles with the widening shuffles.
Definition at line 5860 of file SLPVectorizer.cpp.
References addMask(), llvm::all_of(), assert(), llvm::SmallVectorTemplateCommon< T, typename >::begin(), Cleanup, combineOrders(), llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::count(), E, llvm::ArrayRef< T >::empty(), llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::empty(), llvm::SmallVectorBase< Size_T >::empty(), llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::end(), llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::erase(), llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::find(), fixupOrderingIndices(), llvm::for_each(), getAltInstrMask(), getReorderingData(), getWidenedType(), I, Idx, llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::insert(), llvm::inversePermutation(), llvm::isa(), isIdentityOrder(), llvm::make_scope_exit(), llvm::none_of(), llvm::PoisonMaskElem, RecursionMaxDepth, reorderOrder(), llvm::reorderScalars(), llvm::ArrayRef< T >::size(), SLPReVec, llvm::transform(), and llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::try_emplace().
void BoUpSLP::transformNodes | ( | ) |
Transforms graph nodes to target specific representations, if profitable.
Definition at line 9674 of file SLPVectorizer.cpp.
References llvm::all_of(), allConstant(), allSameBlock(), analyzedReductionVals(), llvm::any_of(), areKnownNonVectorizableLoads(), assert(), llvm::ArrayRef< T >::back(), llvm::canConvertToMinOrMaxIntrinsic(), canVectorizeLoads(), CostKind, llvm::count(), llvm::count_if(), llvm::SmallVectorImpl< T >::emplace_back(), llvm::MapVector< KeyT, ValueT, MapType, VectorType >::empty(), llvm::SmallVectorBase< Size_T >::empty(), End, llvm::find_if(), findBestRootPair(), llvm::ArrayRef< T >::front(), Gather, gatherPossiblyVectorizableLoads(), getCanonicalGraphSize(), llvm::VectorType::getElementCount(), llvm::details::FixedOrScalableQuantity< LeafTy, ValueTy >::getFixedValue(), getFloorFullVectorNumberOfElements(), llvm::TargetTransformInfo::getInstructionCost(), llvm::TargetTransformInfo::getMemoryOpCost(), getMinVF(), llvm::TargetTransformInfo::getNumberOfParts(), llvm::ilist_detail::node_parent_access< NodeTy, ParentTy >::getParent(), llvm::Type::getPointerAddressSpace(), llvm::LoadInst::getPointerOperand(), getSameOpcode(), getShuffleCost(), llvm::TargetTransformInfo::getStridedMemoryOpCost(), getTreeSize(), llvm::Value::getType(), llvm::getUnderlyingObject(), getVectorElementSize(), getWidenedType(), llvm::has_single_bit(), Idx, llvm::inversePermutation(), isDeleted(), llvm::ShuffleVectorInst::isInterleaveMask(), llvm::TargetTransformInfo::isLegalInterleavedAccessType(), llvm::TargetTransformInfo::isLegalStridedLoadStore(), isReverseOrder(), llvm::LoadInst::isSimple(), isSplat(), isVectorized(), llvm::Intrinsic::not_intrinsic, P, RecursionMaxDepth, registerNonVectorizableLoads(), llvm::reorderScalars(), llvm::reverse(), ScatterVectorize, llvm::slpvectorizer::BoUpSLP::LookAheadHeuristics::ScoreSplatLoads, llvm::ArrayRef< T >::size(), llvm::TargetTransformInfo::SK_Reverse, llvm::ArrayRef< T >::slice(), llvm::TargetTransformInfo::TCC_Expensive, and llvm::TargetTransformInfo::TCK_RecipThroughput.
Value * BoUpSLP::vectorizeTree | ( | ) |
Vectorize the tree that starts with the elements in VL
.
Returns the vectorized root.
Definition at line 16236 of file SLPVectorizer.cpp.
References vectorizeTree().
Referenced by vectorizeTree().
Value * BoUpSLP::vectorizeTree | ( | const ExtraValueToDebugLocsMap & | ExternallyUsedValues, |
Instruction * | ReductionRoot = nullptr |
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Vectorize the tree but with the list of externally used values ExternallyUsedValues
.
Values in this MapVector can be replaced but the generated extractvalue instructions.
Definition at line 16242 of file SLPVectorizer.cpp.
References llvm::slpvectorizer::BoUpSLP::ShuffleInstructionBuilder::add(), llvm::any_of(), areTwoInsertFromSameBuildVector(), assert(), llvm::SmallVectorTemplateCommon< T, typename >::back(), llvm::ArrayRef< T >::back(), llvm::SmallVectorTemplateCommon< T, typename >::begin(), llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::clear(), llvm::detail::DenseSetImpl< ValueT, MapTy, ValueInfoT >::contains(), llvm::SmallPtrSetImpl< PtrType >::contains(), llvm::detail::DenseSetImpl< ValueT, MapTy, ValueInfoT >::count(), llvm::IRBuilderBase::CreateExtractElement(), llvm::IRBuilderBase::CreateExtractVector(), llvm::IRBuilderBase::CreateIntCast(), llvm::Data, llvm::dbgs(), DL, llvm::SmallVectorImpl< T >::emplace_back(), llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::end(), llvm::SmallVectorTemplateCommon< T, typename >::end(), llvm::BasicBlock::end(), eraseInstruction(), F, llvm::slpvectorizer::BoUpSLP::ShuffleInstructionBuilder::finalize(), llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::find(), llvm::find_if(), llvm::SmallVectorTemplateCommon< T, typename >::front(), llvm::ArrayRef< T >::front(), llvm::get(), llvm::FixedVectorType::get(), llvm::PoisonValue::get(), llvm::SetVector< T, Vector, Set, N >::getArrayRef(), getElementIndex(), llvm::IRBuilderBase::GetInsertBlock(), llvm::IRBuilderBase::GetInsertPoint(), llvm::IRBuilderBase::getInt32(), llvm::IRBuilderBase::getInt64(), llvm::ilist_node_impl< OptionsT >::getIterator(), llvm::FixedVectorType::getNumElements(), llvm::User::getOperand(), llvm::ilist_detail::node_parent_access< NodeTy, ParentTy >::getParent(), llvm::Type::getScalarType(), llvm::InsertElementInst::getType(), llvm::Value::getType(), getWidenedType(), I, Idx, II, llvm::SetVector< T, Vector, Set, N >::insert(), llvm::detail::DenseSetImpl< ValueT, MapTy, ValueInfoT >::insert(), llvm::is_contained(), isFirstInsertElement(), llvm::Type::isIntOrIntVectorTy(), llvm::isKnownNonNegative(), IV, LLVM_DEBUG, llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::lookup(), llvm::mayHaveNonDefUseDependency(), llvm::Instruction::moveAfter(), PHI, llvm::PoisonMaskElem, llvm::SmallVectorTemplateBase< T, bool >::push_back(), llvm::SmallVectorTemplateCommon< T, typename >::rbegin(), llvm::SmallVectorTemplateCommon< T, typename >::rend(), llvm::Value::replaceAllUsesWith(), llvm::User::replaceUsesOfWith(), llvm::reverse(), llvm::IRBuilderBase::SetCurrentDebugLocation(), llvm::IRBuilderBase::SetInsertPoint(), llvm::SmallVectorBase< Size_T >::size(), SLPReVec, llvm::sort(), llvm::Value::takeName(), llvm::DenseMapBase< DerivedT, KeyT, ValueT, KeyInfoT, BucketT >::try_emplace(), llvm::User::User(), UsesLimit, llvm::Vector, and vectorizeTree().
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Definition at line 4028 of file SLPVectorizer.cpp.
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Definition at line 4028 of file SLPVectorizer.cpp.
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Definition at line 4028 of file SLPVectorizer.cpp.