[VPlan] Add initial anlysis to infer scalar type of VPValues. (#69013)

This patch adds initial type inferrence for VPValues. It infers the
scalar type of a VPValue, by bottom-up traversing through defining
recipes until root nodes with known types are reached (e.g. live-ins or
load recipes). The types are then propagated top down through
operations.

This is intended as building block for a VPlan-based cost model, which
will need access to type information for VPValues/recipes.

Initial testing is done by asserting the inferred type matches the type
of the result value generated for a widen and replicate recipes.
This commit is contained in:
Florian Hahn 2023-10-27 14:38:28 +01:00 committed by GitHub
parent 37d9dc4793
commit b0b88643a1
No known key found for this signature in database
GPG Key ID: 4AEE18F83AFDEB23
6 changed files with 333 additions and 7 deletions

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@ -6,6 +6,7 @@ add_llvm_component_library(LLVMVectorize
Vectorize.cpp
VectorCombine.cpp
VPlan.cpp
VPlanAnalysis.cpp
VPlanHCFGBuilder.cpp
VPlanRecipes.cpp
VPlanSLP.cpp

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@ -57,6 +57,7 @@
#include "LoopVectorizationPlanner.h"
#include "VPRecipeBuilder.h"
#include "VPlan.h"
#include "VPlanAnalysis.h"
#include "VPlanHCFGBuilder.h"
#include "VPlanTransforms.h"
#include "llvm/ADT/APInt.h"
@ -2702,8 +2703,15 @@ void InnerLoopVectorizer::scalarizeInstruction(const Instruction *Instr,
bool IsVoidRetTy = Instr->getType()->isVoidTy();
Instruction *Cloned = Instr->clone();
if (!IsVoidRetTy)
if (!IsVoidRetTy) {
Cloned->setName(Instr->getName() + ".cloned");
#if !defined(NDEBUG)
// Verify that VPlan type inference results agree with the type of the
// generated values.
assert(State.TypeAnalysis.inferScalarType(RepRecipe) == Cloned->getType() &&
"inferred type and type from generated instructions do not match");
#endif
}
RepRecipe->setFlags(Cloned);
@ -7660,7 +7668,8 @@ SCEV2ValueTy LoopVectorizationPlanner::executePlan(
VPlanTransforms::optimizeForVFAndUF(BestVPlan, BestVF, BestUF, PSE);
// Perform the actual loop transformation.
VPTransformState State{BestVF, BestUF, LI, DT, ILV.Builder, &ILV, &BestVPlan};
VPTransformState State(BestVF, BestUF, LI, DT, ILV.Builder, &ILV, &BestVPlan,
OrigLoop->getHeader()->getContext());
// 0. Generate SCEV-dependent code into the preheader, including TripCount,
// before making any changes to the CFG.

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@ -23,6 +23,7 @@
#ifndef LLVM_TRANSFORMS_VECTORIZE_VPLAN_H
#define LLVM_TRANSFORMS_VECTORIZE_VPLAN_H
#include "VPlanAnalysis.h"
#include "VPlanValue.h"
#include "llvm/ADT/DenseMap.h"
#include "llvm/ADT/MapVector.h"
@ -233,9 +234,9 @@ struct VPIteration {
struct VPTransformState {
VPTransformState(ElementCount VF, unsigned UF, LoopInfo *LI,
DominatorTree *DT, IRBuilderBase &Builder,
InnerLoopVectorizer *ILV, VPlan *Plan)
InnerLoopVectorizer *ILV, VPlan *Plan, LLVMContext &Ctx)
: VF(VF), UF(UF), LI(LI), DT(DT), Builder(Builder), ILV(ILV), Plan(Plan),
LVer(nullptr) {}
LVer(nullptr), TypeAnalysis(Ctx) {}
/// The chosen Vectorization and Unroll Factors of the loop being vectorized.
ElementCount VF;
@ -413,6 +414,9 @@ struct VPTransformState {
/// Map SCEVs to their expanded values. Populated when executing
/// VPExpandSCEVRecipes.
DenseMap<const SCEV *, Value *> ExpandedSCEVs;
/// VPlan-based type analysis.
VPTypeAnalysis TypeAnalysis;
};
/// VPBlockBase is the building block of the Hierarchical Control-Flow Graph.
@ -1167,6 +1171,8 @@ public:
/// Produce widened copies of all Ingredients.
void execute(VPTransformState &State) override;
unsigned getOpcode() const { return Opcode; }
#if !defined(NDEBUG) || defined(LLVM_ENABLE_DUMP)
/// Print the recipe.
void print(raw_ostream &O, const Twine &Indent,
@ -1458,7 +1464,7 @@ public:
bool isCanonical() const;
/// Returns the scalar type of the induction.
const Type *getScalarType() const {
Type *getScalarType() const {
return Trunc ? Trunc->getType() : IV->getType();
}
};
@ -2080,8 +2086,8 @@ public:
#endif
/// Returns the scalar type of the induction.
const Type *getScalarType() const {
return getOperand(0)->getLiveInIRValue()->getType();
Type *getScalarType() const {
return getStartValue()->getLiveInIRValue()->getType();
}
/// Returns true if the recipe only uses the first lane of operand \p Op.
@ -2192,6 +2198,11 @@ public:
VPSlotTracker &SlotTracker) const override;
#endif
Type *getScalarType() const {
return TruncResultTy ? TruncResultTy
: getStartValue()->getLiveInIRValue()->getType();
}
VPValue *getStartValue() const { return getOperand(0); }
VPValue *getCanonicalIV() const { return getOperand(1); }
VPValue *getStepValue() const { return getOperand(2); }

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@ -0,0 +1,232 @@
//===- VPlanAnalysis.cpp - Various Analyses working on VPlan ----*- C++ -*-===//
//
// 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
//
//===----------------------------------------------------------------------===//
#include "VPlanAnalysis.h"
#include "VPlan.h"
#include "llvm/ADT/TypeSwitch.h"
using namespace llvm;
#define DEBUG_TYPE "vplan"
Type *VPTypeAnalysis::inferScalarTypeForRecipe(const VPBlendRecipe *R) {
Type *ResTy = inferScalarType(R->getIncomingValue(0));
for (unsigned I = 1, E = R->getNumIncomingValues(); I != E; ++I) {
VPValue *Inc = R->getIncomingValue(I);
assert(inferScalarType(Inc) == ResTy &&
"different types inferred for different incoming values");
CachedTypes[Inc] = ResTy;
}
return ResTy;
}
Type *VPTypeAnalysis::inferScalarTypeForRecipe(const VPInstruction *R) {
switch (R->getOpcode()) {
case Instruction::Select: {
Type *ResTy = inferScalarType(R->getOperand(1));
VPValue *OtherV = R->getOperand(2);
assert(inferScalarType(OtherV) == ResTy &&
"different types inferred for different operands");
CachedTypes[OtherV] = ResTy;
return ResTy;
}
case VPInstruction::FirstOrderRecurrenceSplice: {
Type *ResTy = inferScalarType(R->getOperand(0));
VPValue *OtherV = R->getOperand(1);
assert(inferScalarType(OtherV) == ResTy &&
"different types inferred for different operands");
CachedTypes[OtherV] = ResTy;
return ResTy;
}
default:
break;
}
// Type inference not implemented for opcode.
LLVM_DEBUG({
dbgs() << "LV: Found unhandled opcode for: ";
R->getVPSingleValue()->dump();
});
llvm_unreachable("Unhandled opcode!");
}
Type *VPTypeAnalysis::inferScalarTypeForRecipe(const VPWidenRecipe *R) {
unsigned Opcode = R->getOpcode();
switch (Opcode) {
case Instruction::ICmp:
case Instruction::FCmp:
return IntegerType::get(Ctx, 1);
case Instruction::UDiv:
case Instruction::SDiv:
case Instruction::SRem:
case Instruction::URem:
case Instruction::Add:
case Instruction::FAdd:
case Instruction::Sub:
case Instruction::FSub:
case Instruction::Mul:
case Instruction::FMul:
case Instruction::FDiv:
case Instruction::FRem:
case Instruction::Shl:
case Instruction::LShr:
case Instruction::AShr:
case Instruction::And:
case Instruction::Or:
case Instruction::Xor: {
Type *ResTy = inferScalarType(R->getOperand(0));
assert(ResTy == inferScalarType(R->getOperand(1)) &&
"types for both operands must match for binary op");
CachedTypes[R->getOperand(1)] = ResTy;
return ResTy;
}
case Instruction::FNeg:
case Instruction::Freeze:
return inferScalarType(R->getOperand(0));
default:
break;
}
// Type inference not implemented for opcode.
LLVM_DEBUG({
dbgs() << "LV: Found unhandled opcode for: ";
R->getVPSingleValue()->dump();
});
llvm_unreachable("Unhandled opcode!");
}
Type *VPTypeAnalysis::inferScalarTypeForRecipe(const VPWidenCallRecipe *R) {
auto &CI = *cast<CallInst>(R->getUnderlyingInstr());
return CI.getType();
}
Type *VPTypeAnalysis::inferScalarTypeForRecipe(
const VPWidenMemoryInstructionRecipe *R) {
assert(!R->isStore() && "Store recipes should not define any values");
return cast<LoadInst>(&R->getIngredient())->getType();
}
Type *VPTypeAnalysis::inferScalarTypeForRecipe(const VPWidenSelectRecipe *R) {
Type *ResTy = inferScalarType(R->getOperand(1));
VPValue *OtherV = R->getOperand(2);
assert(inferScalarType(OtherV) == ResTy &&
"different types inferred for different operands");
CachedTypes[OtherV] = ResTy;
return ResTy;
}
Type *VPTypeAnalysis::inferScalarTypeForRecipe(const VPReplicateRecipe *R) {
switch (R->getUnderlyingInstr()->getOpcode()) {
case Instruction::Call: {
unsigned CallIdx = R->getNumOperands() - (R->isPredicated() ? 2 : 1);
return cast<Function>(R->getOperand(CallIdx)->getLiveInIRValue())
->getReturnType();
}
case Instruction::UDiv:
case Instruction::SDiv:
case Instruction::SRem:
case Instruction::URem:
case Instruction::Add:
case Instruction::FAdd:
case Instruction::Sub:
case Instruction::FSub:
case Instruction::Mul:
case Instruction::FMul:
case Instruction::FDiv:
case Instruction::FRem:
case Instruction::Shl:
case Instruction::LShr:
case Instruction::AShr:
case Instruction::And:
case Instruction::Or:
case Instruction::Xor: {
Type *ResTy = inferScalarType(R->getOperand(0));
assert(ResTy == inferScalarType(R->getOperand(1)) &&
"inferred types for operands of binary op don't match");
CachedTypes[R->getOperand(1)] = ResTy;
return ResTy;
}
case Instruction::Select: {
Type *ResTy = inferScalarType(R->getOperand(1));
assert(ResTy == inferScalarType(R->getOperand(2)) &&
"inferred types for operands of select op don't match");
CachedTypes[R->getOperand(2)] = ResTy;
return ResTy;
}
case Instruction::ICmp:
case Instruction::FCmp:
return IntegerType::get(Ctx, 1);
case Instruction::Alloca:
case Instruction::BitCast:
case Instruction::Trunc:
case Instruction::SExt:
case Instruction::ZExt:
case Instruction::FPExt:
case Instruction::FPTrunc:
case Instruction::ExtractValue:
case Instruction::SIToFP:
case Instruction::UIToFP:
case Instruction::FPToSI:
case Instruction::FPToUI:
case Instruction::PtrToInt:
case Instruction::IntToPtr:
return R->getUnderlyingInstr()->getType();
case Instruction::Freeze:
case Instruction::FNeg:
case Instruction::GetElementPtr:
return inferScalarType(R->getOperand(0));
case Instruction::Load:
return cast<LoadInst>(R->getUnderlyingInstr())->getType();
default:
break;
}
// Type inference not implemented for opcode.
LLVM_DEBUG({
dbgs() << "LV: Found unhandled opcode for: ";
R->getVPSingleValue()->dump();
});
llvm_unreachable("Unhandled opcode");
}
Type *VPTypeAnalysis::inferScalarType(const VPValue *V) {
if (Type *CachedTy = CachedTypes.lookup(V))
return CachedTy;
if (V->isLiveIn())
return V->getLiveInIRValue()->getType();
Type *ResultTy =
TypeSwitch<const VPRecipeBase *, Type *>(V->getDefiningRecipe())
.Case<VPCanonicalIVPHIRecipe, VPFirstOrderRecurrencePHIRecipe,
VPReductionPHIRecipe, VPWidenPointerInductionRecipe>(
[this](const auto *R) {
// Handle header phi recipes, except VPWienIntOrFpInduction
// which needs special handling due it being possibly truncated.
// TODO: consider inferring/caching type of siblings, e.g.,
// backedge value, here and in cases below.
return inferScalarType(R->getStartValue());
})
.Case<VPWidenIntOrFpInductionRecipe, VPDerivedIVRecipe>(
[](const auto *R) { return R->getScalarType(); })
.Case<VPPredInstPHIRecipe, VPWidenPHIRecipe, VPScalarIVStepsRecipe,
VPWidenGEPRecipe>([this](const VPRecipeBase *R) {
return inferScalarType(R->getOperand(0));
})
.Case<VPBlendRecipe, VPInstruction, VPWidenRecipe, VPReplicateRecipe,
VPWidenCallRecipe, VPWidenMemoryInstructionRecipe,
VPWidenSelectRecipe>(
[this](const auto *R) { return inferScalarTypeForRecipe(R); })
.Case<VPInterleaveRecipe>([V](const VPInterleaveRecipe *R) {
// TODO: Use info from interleave group.
return V->getUnderlyingValue()->getType();
})
.Case<VPWidenCastRecipe>(
[](const VPWidenCastRecipe *R) { return R->getResultType(); });
assert(ResultTy && "could not infer type for the given VPValue");
CachedTypes[V] = ResultTy;
return ResultTy;
}

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@ -0,0 +1,61 @@
//===- VPlanAnalysis.h - Various Analyses working on VPlan ------*- C++ -*-===//
//
// 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
//
//===----------------------------------------------------------------------===//
#ifndef LLVM_TRANSFORMS_VECTORIZE_VPLANANALYSIS_H
#define LLVM_TRANSFORMS_VECTORIZE_VPLANANALYSIS_H
#include "llvm/ADT/DenseMap.h"
namespace llvm {
class LLVMContext;
class VPValue;
class VPBlendRecipe;
class VPInterleaveRecipe;
class VPInstruction;
class VPReductionPHIRecipe;
class VPWidenRecipe;
class VPWidenCallRecipe;
class VPWidenCastRecipe;
class VPWidenIntOrFpInductionRecipe;
class VPWidenMemoryInstructionRecipe;
struct VPWidenSelectRecipe;
class VPReplicateRecipe;
class Type;
/// An analysis for type-inference for VPValues.
/// It infers the scalar type for a given VPValue by bottom-up traversing
/// through defining recipes until root nodes with known types are reached (e.g.
/// live-ins or load recipes). The types are then propagated top down through
/// operations.
/// Note that the analysis caches the inferred types. A new analysis object must
/// be constructed once a VPlan has been modified in a way that invalidates any
/// of the previously inferred types.
class VPTypeAnalysis {
DenseMap<const VPValue *, Type *> CachedTypes;
LLVMContext &Ctx;
Type *inferScalarTypeForRecipe(const VPBlendRecipe *R);
Type *inferScalarTypeForRecipe(const VPInstruction *R);
Type *inferScalarTypeForRecipe(const VPWidenCallRecipe *R);
Type *inferScalarTypeForRecipe(const VPWidenRecipe *R);
Type *inferScalarTypeForRecipe(const VPWidenIntOrFpInductionRecipe *R);
Type *inferScalarTypeForRecipe(const VPWidenMemoryInstructionRecipe *R);
Type *inferScalarTypeForRecipe(const VPWidenSelectRecipe *R);
Type *inferScalarTypeForRecipe(const VPReplicateRecipe *R);
public:
VPTypeAnalysis(LLVMContext &Ctx) : Ctx(Ctx) {}
/// Infer the type of \p V. Returns the scalar type of \p V.
Type *inferScalarType(const VPValue *V);
};
} // end namespace llvm
#endif // LLVM_TRANSFORMS_VECTORIZE_VPLANANALYSIS_H

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@ -12,6 +12,7 @@
//===----------------------------------------------------------------------===//
#include "VPlan.h"
#include "VPlanAnalysis.h"
#include "llvm/ADT/STLExtras.h"
#include "llvm/ADT/SmallVector.h"
#include "llvm/ADT/Twine.h"
@ -738,7 +739,18 @@ void VPWidenRecipe::execute(VPTransformState &State) {
<< Instruction::getOpcodeName(Opcode));
llvm_unreachable("Unhandled instruction!");
} // end of switch.
#if !defined(NDEBUG)
// Verify that VPlan type inference results agree with the type of the
// generated values.
for (unsigned Part = 0; Part < State.UF; ++Part) {
assert(VectorType::get(State.TypeAnalysis.inferScalarType(this),
State.VF) == State.get(this, Part)->getType() &&
"inferred type and type from generated instructions do not match");
}
#endif
}
#if !defined(NDEBUG) || defined(LLVM_ENABLE_DUMP)
void VPWidenRecipe::print(raw_ostream &O, const Twine &Indent,
VPSlotTracker &SlotTracker) const {