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- //===- LoopVectorizationPlanner.h - Planner for LoopVectorization ---------===//
- //
- // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
- // See https://llvm.org/LICENSE.txt for license information.
- // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
- //
- //===----------------------------------------------------------------------===//
- ///
- /// \file
- /// This file provides a LoopVectorizationPlanner class.
- /// InnerLoopVectorizer vectorizes loops which contain only one basic
- /// LoopVectorizationPlanner - drives the vectorization process after having
- /// passed Legality checks.
- /// The planner builds and optimizes the Vectorization Plans which record the
- /// decisions how to vectorize the given loop. In particular, represent the
- /// control-flow of the vectorized version, the replication of instructions that
- /// are to be scalarized, and interleave access groups.
- ///
- /// Also provides a VPlan-based builder utility analogous to IRBuilder.
- /// It provides an instruction-level API for generating VPInstructions while
- /// abstracting away the Recipe manipulation details.
- //===----------------------------------------------------------------------===//
- #ifndef LLVM_TRANSFORMS_VECTORIZE_LOOPVECTORIZATIONPLANNER_H
- #define LLVM_TRANSFORMS_VECTORIZE_LOOPVECTORIZATIONPLANNER_H
- #include "VPlan.h"
- #include "llvm/Support/InstructionCost.h"
- namespace llvm {
- class LoopInfo;
- class LoopVectorizationLegality;
- class LoopVectorizationCostModel;
- class PredicatedScalarEvolution;
- class LoopVectorizeHints;
- class OptimizationRemarkEmitter;
- class TargetTransformInfo;
- class TargetLibraryInfo;
- class VPRecipeBuilder;
- /// VPlan-based builder utility analogous to IRBuilder.
- class VPBuilder {
- VPBasicBlock *BB = nullptr;
- VPBasicBlock::iterator InsertPt = VPBasicBlock::iterator();
- VPInstruction *createInstruction(unsigned Opcode,
- ArrayRef<VPValue *> Operands, DebugLoc DL,
- const Twine &Name = "") {
- VPInstruction *Instr = new VPInstruction(Opcode, Operands, DL, Name);
- if (BB)
- BB->insert(Instr, InsertPt);
- return Instr;
- }
- VPInstruction *createInstruction(unsigned Opcode,
- std::initializer_list<VPValue *> Operands,
- DebugLoc DL, const Twine &Name = "") {
- return createInstruction(Opcode, ArrayRef<VPValue *>(Operands), DL, Name);
- }
- public:
- VPBuilder() = default;
- /// Clear the insertion point: created instructions will not be inserted into
- /// a block.
- void clearInsertionPoint() {
- BB = nullptr;
- InsertPt = VPBasicBlock::iterator();
- }
- VPBasicBlock *getInsertBlock() const { return BB; }
- VPBasicBlock::iterator getInsertPoint() const { return InsertPt; }
- /// InsertPoint - A saved insertion point.
- class VPInsertPoint {
- VPBasicBlock *Block = nullptr;
- VPBasicBlock::iterator Point;
- public:
- /// Creates a new insertion point which doesn't point to anything.
- VPInsertPoint() = default;
- /// Creates a new insertion point at the given location.
- VPInsertPoint(VPBasicBlock *InsertBlock, VPBasicBlock::iterator InsertPoint)
- : Block(InsertBlock), Point(InsertPoint) {}
- /// Returns true if this insert point is set.
- bool isSet() const { return Block != nullptr; }
- VPBasicBlock *getBlock() const { return Block; }
- VPBasicBlock::iterator getPoint() const { return Point; }
- };
- /// Sets the current insert point to a previously-saved location.
- void restoreIP(VPInsertPoint IP) {
- if (IP.isSet())
- setInsertPoint(IP.getBlock(), IP.getPoint());
- else
- clearInsertionPoint();
- }
- /// This specifies that created VPInstructions should be appended to the end
- /// of the specified block.
- void setInsertPoint(VPBasicBlock *TheBB) {
- assert(TheBB && "Attempting to set a null insert point");
- BB = TheBB;
- InsertPt = BB->end();
- }
- /// This specifies that created instructions should be inserted at the
- /// specified point.
- void setInsertPoint(VPBasicBlock *TheBB, VPBasicBlock::iterator IP) {
- BB = TheBB;
- InsertPt = IP;
- }
- /// Insert and return the specified instruction.
- VPInstruction *insert(VPInstruction *I) const {
- BB->insert(I, InsertPt);
- return I;
- }
- /// Create an N-ary operation with \p Opcode, \p Operands and set \p Inst as
- /// its underlying Instruction.
- VPValue *createNaryOp(unsigned Opcode, ArrayRef<VPValue *> Operands,
- Instruction *Inst = nullptr, const Twine &Name = "") {
- DebugLoc DL;
- if (Inst)
- DL = Inst->getDebugLoc();
- VPInstruction *NewVPInst = createInstruction(Opcode, Operands, DL, Name);
- NewVPInst->setUnderlyingValue(Inst);
- return NewVPInst;
- }
- VPValue *createNaryOp(unsigned Opcode, ArrayRef<VPValue *> Operands,
- DebugLoc DL, const Twine &Name = "") {
- return createInstruction(Opcode, Operands, DL, Name);
- }
- VPValue *createNot(VPValue *Operand, DebugLoc DL, const Twine &Name = "") {
- return createInstruction(VPInstruction::Not, {Operand}, DL, Name);
- }
- VPValue *createAnd(VPValue *LHS, VPValue *RHS, DebugLoc DL,
- const Twine &Name = "") {
- return createInstruction(Instruction::BinaryOps::And, {LHS, RHS}, DL, Name);
- }
- VPValue *createOr(VPValue *LHS, VPValue *RHS, DebugLoc DL,
- const Twine &Name = "") {
- return createInstruction(Instruction::BinaryOps::Or, {LHS, RHS}, DL, Name);
- }
- VPValue *createSelect(VPValue *Cond, VPValue *TrueVal, VPValue *FalseVal,
- DebugLoc DL, const Twine &Name = "") {
- return createNaryOp(Instruction::Select, {Cond, TrueVal, FalseVal}, DL,
- Name);
- }
- //===--------------------------------------------------------------------===//
- // RAII helpers.
- //===--------------------------------------------------------------------===//
- /// RAII object that stores the current insertion point and restores it when
- /// the object is destroyed.
- class InsertPointGuard {
- VPBuilder &Builder;
- VPBasicBlock *Block;
- VPBasicBlock::iterator Point;
- public:
- InsertPointGuard(VPBuilder &B)
- : Builder(B), Block(B.getInsertBlock()), Point(B.getInsertPoint()) {}
- InsertPointGuard(const InsertPointGuard &) = delete;
- InsertPointGuard &operator=(const InsertPointGuard &) = delete;
- ~InsertPointGuard() { Builder.restoreIP(VPInsertPoint(Block, Point)); }
- };
- };
- /// TODO: The following VectorizationFactor was pulled out of
- /// LoopVectorizationCostModel class. LV also deals with
- /// VectorizerParams::VectorizationFactor and VectorizationCostTy.
- /// We need to streamline them.
- /// Information about vectorization costs.
- struct VectorizationFactor {
- /// Vector width with best cost.
- ElementCount Width;
- /// Cost of the loop with that width.
- InstructionCost Cost;
- /// Cost of the scalar loop.
- InstructionCost ScalarCost;
- /// The minimum trip count required to make vectorization profitable, e.g. due
- /// to runtime checks.
- ElementCount MinProfitableTripCount;
- VectorizationFactor(ElementCount Width, InstructionCost Cost,
- InstructionCost ScalarCost)
- : Width(Width), Cost(Cost), ScalarCost(ScalarCost) {}
- /// Width 1 means no vectorization, cost 0 means uncomputed cost.
- static VectorizationFactor Disabled() {
- return {ElementCount::getFixed(1), 0, 0};
- }
- bool operator==(const VectorizationFactor &rhs) const {
- return Width == rhs.Width && Cost == rhs.Cost;
- }
- bool operator!=(const VectorizationFactor &rhs) const {
- return !(*this == rhs);
- }
- };
- /// A class that represents two vectorization factors (initialized with 0 by
- /// default). One for fixed-width vectorization and one for scalable
- /// vectorization. This can be used by the vectorizer to choose from a range of
- /// fixed and/or scalable VFs in order to find the most cost-effective VF to
- /// vectorize with.
- struct FixedScalableVFPair {
- ElementCount FixedVF;
- ElementCount ScalableVF;
- FixedScalableVFPair()
- : FixedVF(ElementCount::getFixed(0)),
- ScalableVF(ElementCount::getScalable(0)) {}
- FixedScalableVFPair(const ElementCount &Max) : FixedScalableVFPair() {
- *(Max.isScalable() ? &ScalableVF : &FixedVF) = Max;
- }
- FixedScalableVFPair(const ElementCount &FixedVF,
- const ElementCount &ScalableVF)
- : FixedVF(FixedVF), ScalableVF(ScalableVF) {
- assert(!FixedVF.isScalable() && ScalableVF.isScalable() &&
- "Invalid scalable properties");
- }
- static FixedScalableVFPair getNone() { return FixedScalableVFPair(); }
- /// \return true if either fixed- or scalable VF is non-zero.
- explicit operator bool() const { return FixedVF || ScalableVF; }
- /// \return true if either fixed- or scalable VF is a valid vector VF.
- bool hasVector() const { return FixedVF.isVector() || ScalableVF.isVector(); }
- };
- /// Planner drives the vectorization process after having passed
- /// Legality checks.
- class LoopVectorizationPlanner {
- /// The loop that we evaluate.
- Loop *OrigLoop;
- /// Loop Info analysis.
- LoopInfo *LI;
- /// Target Library Info.
- const TargetLibraryInfo *TLI;
- /// Target Transform Info.
- const TargetTransformInfo *TTI;
- /// The legality analysis.
- LoopVectorizationLegality *Legal;
- /// The profitability analysis.
- LoopVectorizationCostModel &CM;
- /// The interleaved access analysis.
- InterleavedAccessInfo &IAI;
- PredicatedScalarEvolution &PSE;
- const LoopVectorizeHints &Hints;
- OptimizationRemarkEmitter *ORE;
- SmallVector<VPlanPtr, 4> VPlans;
- /// A builder used to construct the current plan.
- VPBuilder Builder;
- public:
- LoopVectorizationPlanner(Loop *L, LoopInfo *LI, const TargetLibraryInfo *TLI,
- const TargetTransformInfo *TTI,
- LoopVectorizationLegality *Legal,
- LoopVectorizationCostModel &CM,
- InterleavedAccessInfo &IAI,
- PredicatedScalarEvolution &PSE,
- const LoopVectorizeHints &Hints,
- OptimizationRemarkEmitter *ORE)
- : OrigLoop(L), LI(LI), TLI(TLI), TTI(TTI), Legal(Legal), CM(CM), IAI(IAI),
- PSE(PSE), Hints(Hints), ORE(ORE) {}
- /// Plan how to best vectorize, return the best VF and its cost, or
- /// std::nullopt if vectorization and interleaving should be avoided up front.
- std::optional<VectorizationFactor> plan(ElementCount UserVF, unsigned UserIC);
- /// Use the VPlan-native path to plan how to best vectorize, return the best
- /// VF and its cost.
- VectorizationFactor planInVPlanNativePath(ElementCount UserVF);
- /// Return the best VPlan for \p VF.
- VPlan &getBestPlanFor(ElementCount VF) const;
- /// Generate the IR code for the body of the vectorized loop according to the
- /// best selected \p VF, \p UF and VPlan \p BestPlan.
- /// TODO: \p IsEpilogueVectorization is needed to avoid issues due to epilogue
- /// vectorization re-using plans for both the main and epilogue vector loops.
- /// It should be removed once the re-use issue has been fixed.
- void executePlan(ElementCount VF, unsigned UF, VPlan &BestPlan,
- InnerLoopVectorizer &LB, DominatorTree *DT,
- bool IsEpilogueVectorization);
- #if !defined(NDEBUG) || defined(LLVM_ENABLE_DUMP)
- void printPlans(raw_ostream &O);
- #endif
- /// Look through the existing plans and return true if we have one with all
- /// the vectorization factors in question.
- bool hasPlanWithVF(ElementCount VF) const {
- return any_of(VPlans,
- [&](const VPlanPtr &Plan) { return Plan->hasVF(VF); });
- }
- /// Test a \p Predicate on a \p Range of VF's. Return the value of applying
- /// \p Predicate on Range.Start, possibly decreasing Range.End such that the
- /// returned value holds for the entire \p Range.
- static bool
- getDecisionAndClampRange(const std::function<bool(ElementCount)> &Predicate,
- VFRange &Range);
- /// Check if the number of runtime checks exceeds the threshold.
- bool requiresTooManyRuntimeChecks() const;
- protected:
- /// Build VPlans for power-of-2 VF's between \p MinVF and \p MaxVF inclusive,
- /// according to the information gathered by Legal when it checked if it is
- /// legal to vectorize the loop.
- void buildVPlans(ElementCount MinVF, ElementCount MaxVF);
- private:
- /// Build a VPlan according to the information gathered by Legal. \return a
- /// VPlan for vectorization factors \p Range.Start and up to \p Range.End
- /// exclusive, possibly decreasing \p Range.End.
- VPlanPtr buildVPlan(VFRange &Range);
- /// Build a VPlan using VPRecipes according to the information gather by
- /// Legal. This method is only used for the legacy inner loop vectorizer.
- VPlanPtr buildVPlanWithVPRecipes(
- VFRange &Range, SmallPtrSetImpl<Instruction *> &DeadInstructions,
- const MapVector<Instruction *, Instruction *> &SinkAfter);
- /// Build VPlans for power-of-2 VF's between \p MinVF and \p MaxVF inclusive,
- /// according to the information gathered by Legal when it checked if it is
- /// legal to vectorize the loop. This method creates VPlans using VPRecipes.
- void buildVPlansWithVPRecipes(ElementCount MinVF, ElementCount MaxVF);
- // Adjust the recipes for reductions. For in-loop reductions the chain of
- // instructions leading from the loop exit instr to the phi need to be
- // converted to reductions, with one operand being vector and the other being
- // the scalar reduction chain. For other reductions, a select is introduced
- // between the phi and live-out recipes when folding the tail.
- void adjustRecipesForReductions(VPBasicBlock *LatchVPBB, VPlanPtr &Plan,
- VPRecipeBuilder &RecipeBuilder,
- ElementCount MinVF);
- };
- } // namespace llvm
- #endif // LLVM_TRANSFORMS_VECTORIZE_LOOPVECTORIZATIONPLANNER_H
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