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[LV][EVL] Introduce the EVLIndVarSimplify Pass for EVL-vectorized loops #131005

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31 changes: 31 additions & 0 deletions llvm/include/llvm/Transforms/Vectorize/EVLIndVarSimplify.h
Original file line number Diff line number Diff line change
@@ -0,0 +1,31 @@
//===------ EVLIndVarSimplify.h - Optimize vectorized loops w/ EVL IV------===//
//
// 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
//
//===----------------------------------------------------------------------===//
//
// This pass optimizes a vectorized loop with canonical IV to using EVL-based
// IV if it was tail-folded by predicated EVL.
//
//===----------------------------------------------------------------------===//

#ifndef LLVM_TRANSFORMS_VECTORIZE_EVLINDVARSIMPLIFY_H
#define LLVM_TRANSFORMS_VECTORIZE_EVLINDVARSIMPLIFY_H

#include "llvm/Analysis/LoopAnalysisManager.h"
#include "llvm/IR/PassManager.h"

namespace llvm {
class Loop;
class LPMUpdater;

/// Turn vectorized loops with canonical induction variables into loops that
/// only use a single EVL-based induction variable.
struct EVLIndVarSimplifyPass : public PassInfoMixin<EVLIndVarSimplifyPass> {
PreservedAnalyses run(Loop &L, LoopAnalysisManager &LAM,
LoopStandardAnalysisResults &AR, LPMUpdater &U);
};
} // namespace llvm
#endif
1 change: 1 addition & 0 deletions llvm/lib/Passes/PassBuilder.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -370,6 +370,7 @@
#include "llvm/Transforms/Utils/SymbolRewriter.h"
#include "llvm/Transforms/Utils/UnifyFunctionExitNodes.h"
#include "llvm/Transforms/Utils/UnifyLoopExits.h"
#include "llvm/Transforms/Vectorize/EVLIndVarSimplify.h"
#include "llvm/Transforms/Vectorize/LoadStoreVectorizer.h"
#include "llvm/Transforms/Vectorize/LoopIdiomVectorize.h"
#include "llvm/Transforms/Vectorize/LoopVectorize.h"
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1 change: 1 addition & 0 deletions llvm/lib/Passes/PassBuilderPipelines.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -142,6 +142,7 @@
#include "llvm/Transforms/Utils/NameAnonGlobals.h"
#include "llvm/Transforms/Utils/RelLookupTableConverter.h"
#include "llvm/Transforms/Utils/SimplifyCFGOptions.h"
#include "llvm/Transforms/Vectorize/EVLIndVarSimplify.h"
#include "llvm/Transforms/Vectorize/LoopVectorize.h"
#include "llvm/Transforms/Vectorize/SLPVectorizer.h"
#include "llvm/Transforms/Vectorize/VectorCombine.h"
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1 change: 1 addition & 0 deletions llvm/lib/Passes/PassRegistry.def
Original file line number Diff line number Diff line change
Expand Up @@ -672,6 +672,7 @@ LOOP_ANALYSIS("should-run-extra-simple-loop-unswitch",
#endif
LOOP_PASS("canon-freeze", CanonicalizeFreezeInLoopsPass())
LOOP_PASS("dot-ddg", DDGDotPrinterPass())
LOOP_PASS("evl-iv-simplify", EVLIndVarSimplifyPass())
LOOP_PASS("guard-widening", GuardWideningPass())
LOOP_PASS("extra-simple-loop-unswitch-passes",
ExtraLoopPassManager<ShouldRunExtraSimpleLoopUnswitch>())
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7 changes: 7 additions & 0 deletions llvm/lib/Target/RISCV/RISCVTargetMachine.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -37,6 +37,7 @@
#include "llvm/Target/TargetOptions.h"
#include "llvm/Transforms/IPO.h"
#include "llvm/Transforms/Scalar.h"
#include "llvm/Transforms/Vectorize/EVLIndVarSimplify.h"
#include "llvm/Transforms/Vectorize/LoopIdiomVectorize.h"
#include <optional>
using namespace llvm;
Expand Down Expand Up @@ -645,6 +646,12 @@ void RISCVTargetMachine::registerPassBuilderCallbacks(PassBuilder &PB) {
OptimizationLevel Level) {
LPM.addPass(LoopIdiomVectorizePass(LoopIdiomVectorizeStyle::Predicated));
});

PB.registerVectorizerEndEPCallback(
[](FunctionPassManager &FPM, OptimizationLevel Level) {
if (Level.isOptimizingForSpeed())
FPM.addPass(createFunctionToLoopPassAdaptor(EVLIndVarSimplifyPass()));
});
}

yaml::MachineFunctionInfo *
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1 change: 1 addition & 0 deletions llvm/lib/Transforms/Vectorize/CMakeLists.txt
Original file line number Diff line number Diff line change
@@ -1,4 +1,5 @@
add_llvm_component_library(LLVMVectorize
EVLIndVarSimplify.cpp
LoadStoreVectorizer.cpp
LoopIdiomVectorize.cpp
LoopVectorizationLegality.cpp
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301 changes: 301 additions & 0 deletions llvm/lib/Transforms/Vectorize/EVLIndVarSimplify.cpp
Original file line number Diff line number Diff line change
@@ -0,0 +1,301 @@
//===---- EVLIndVarSimplify.cpp - Optimize vectorized loops w/ EVL IV------===//
//
// 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
//
//===----------------------------------------------------------------------===//
//
// This pass optimizes a vectorized loop with canonical IV to using EVL-based
// IV if it was tail-folded by predicated EVL.
//
//===----------------------------------------------------------------------===//

#include "llvm/Transforms/Vectorize/EVLIndVarSimplify.h"
#include "llvm/ADT/Statistic.h"
#include "llvm/Analysis/IVDescriptors.h"
#include "llvm/Analysis/LoopInfo.h"
#include "llvm/Analysis/LoopPass.h"
#include "llvm/Analysis/OptimizationRemarkEmitter.h"
#include "llvm/Analysis/ScalarEvolution.h"
#include "llvm/Analysis/ScalarEvolutionExpressions.h"
#include "llvm/Analysis/ValueTracking.h"
#include "llvm/IR/IRBuilder.h"
#include "llvm/IR/PatternMatch.h"
#include "llvm/Support/CommandLine.h"
#include "llvm/Support/Debug.h"
#include "llvm/Support/MathExtras.h"
#include "llvm/Support/raw_ostream.h"
#include "llvm/Transforms/Scalar/LoopPassManager.h"
#include "llvm/Transforms/Utils/Local.h"
#include "llvm/Transforms/Utils/ScalarEvolutionExpander.h"

#define DEBUG_TYPE "evl-iv-simplify"

using namespace llvm;

STATISTIC(NumEliminatedCanonicalIV, "Number of canonical IVs we eliminated");

static cl::opt<bool> EnableEVLIndVarSimplify(
"enable-evl-indvar-simplify",
cl::desc("Enable EVL-based induction variable simplify Pass"), cl::Hidden,
cl::init(true));

namespace {
struct EVLIndVarSimplifyImpl {
ScalarEvolution &SE;
OptimizationRemarkEmitter *ORE = nullptr;

EVLIndVarSimplifyImpl(LoopStandardAnalysisResults &LAR,
OptimizationRemarkEmitter *ORE)
: SE(LAR.SE), ORE(ORE) {}

/// Returns true if modify the loop.
bool run(Loop &L);
};
} // anonymous namespace

/// Returns the constant part of vectorization factor from the induction
/// variable's step value SCEV expression.
static uint32_t getVFFromIndVar(const SCEV *Step, const Function &F) {
if (!Step)
return 0U;

// Looking for loops with IV step value in the form of `(<constant VF> x
// vscale)`.
if (const auto *Mul = dyn_cast<SCEVMulExpr>(Step)) {
if (Mul->getNumOperands() == 2) {
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Can it have number of operands != 2 at all?

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Since this is one of the first few checks against the candidate loops, I think it is possible to have a loop with step value consisting of consecutive multiplications, in which case SCEV would merge them into a single SCEVMulExpr with more than two operands.

const SCEV *LHS = Mul->getOperand(0);
const SCEV *RHS = Mul->getOperand(1);
if (const auto *Const = dyn_cast<SCEVConstant>(LHS);
Const && isa<SCEVVScale>(RHS)) {
uint64_t V = Const->getAPInt().getLimitedValue();
if (llvm::isUInt<32>(V))
return V;
}
}
}

// If not, see if the vscale_range of the parent function is a fixed value,
// which makes the step value to be replaced by a constant.
if (F.hasFnAttribute(Attribute::VScaleRange))
if (const auto *ConstStep = dyn_cast<SCEVConstant>(Step)) {
APInt V = ConstStep->getAPInt().abs();
ConstantRange CR = llvm::getVScaleRange(&F, 64);
if (const APInt *Fixed = CR.getSingleElement()) {
V = V.zextOrTrunc(Fixed->getBitWidth());
uint64_t VF = V.udiv(*Fixed).getLimitedValue();
if (VF && llvm::isUInt<32>(VF) &&
// Make sure step is divisible by vscale.
V.urem(*Fixed).isZero())
return VF;
}
}

return 0U;
}

bool EVLIndVarSimplifyImpl::run(Loop &L) {
if (!EnableEVLIndVarSimplify)
return false;

if (!getBooleanLoopAttribute(&L, "llvm.loop.isvectorized"))
return false;
const MDOperand *EVLMD =
findStringMetadataForLoop(&L, "llvm.loop.isvectorized.tailfoldingstyle")
.value_or(nullptr);
if (!EVLMD || !EVLMD->equalsStr("evl"))
return false;

BasicBlock *LatchBlock = L.getLoopLatch();
ICmpInst *OrigLatchCmp = L.getLatchCmpInst();
if (!LatchBlock || !OrigLatchCmp)
return false;

InductionDescriptor IVD;
PHINode *IndVar = L.getInductionVariable(SE);
if (!IndVar || !L.getInductionDescriptor(SE, IVD)) {
const char *Reason = (IndVar ? "induction descriptor is not available"
: "cannot recognize induction variable");
LLVM_DEBUG(dbgs() << "Cannot retrieve IV from loop " << L.getName()
<< " because" << Reason << "\n");
if (ORE) {
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Can you add remarks to other places, where the analysis fails too?

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Yes, it's done now.

ORE->emit([&]() {
return OptimizationRemarkMissed(DEBUG_TYPE, "UnrecognizedIndVar",
L.getStartLoc(), L.getHeader())
<< "Cannot retrieve IV because " << ore::NV("Reason", Reason);
});
}
return false;
}

BasicBlock *InitBlock, *BackEdgeBlock;
if (!L.getIncomingAndBackEdge(InitBlock, BackEdgeBlock)) {
LLVM_DEBUG(dbgs() << "Expect unique incoming and backedge in "
<< L.getName() << "\n");
if (ORE) {
ORE->emit([&]() {
return OptimizationRemarkMissed(DEBUG_TYPE, "UnrecognizedLoopStructure",
L.getStartLoc(), L.getHeader())
<< "Does not have a unique incoming and backedge";
});
}
return false;
}

// Retrieve the loop bounds.
std::optional<Loop::LoopBounds> Bounds = L.getBounds(SE);
if (!Bounds) {
LLVM_DEBUG(dbgs() << "Could not obtain the bounds for loop " << L.getName()
<< "\n");
if (ORE) {
ORE->emit([&]() {
return OptimizationRemarkMissed(DEBUG_TYPE, "UnrecognizedLoopStructure",
L.getStartLoc(), L.getHeader())
<< "Could not obtain the loop bounds";
});
}
return false;
}
Value *CanonicalIVInit = &Bounds->getInitialIVValue();
Value *CanonicalIVFinal = &Bounds->getFinalIVValue();

const SCEV *StepV = IVD.getStep();
uint32_t VF = getVFFromIndVar(StepV, *L.getHeader()->getParent());
if (!VF) {
LLVM_DEBUG(dbgs() << "Could not infer VF from IndVar step '" << *StepV
<< "'\n");
if (ORE) {
ORE->emit([&]() {
return OptimizationRemarkMissed(DEBUG_TYPE, "UnrecognizedIndVar",
L.getStartLoc(), L.getHeader())
<< "Could not infer VF from IndVar step "
<< ore::NV("Step", StepV);
});
}
return false;
}
LLVM_DEBUG(dbgs() << "Using VF=" << VF << " for loop " << L.getName()
<< "\n");

// Try to find the EVL-based induction variable.
using namespace PatternMatch;
BasicBlock *BB = IndVar->getParent();

Value *EVLIndVar = nullptr;
Value *RemTC = nullptr;
Value *TC = nullptr;
auto IntrinsicMatch = m_Intrinsic<Intrinsic::experimental_get_vector_length>(
m_Value(RemTC), m_SpecificInt(VF),
/*Scalable=*/m_SpecificInt(1));
for (PHINode &PN : BB->phis()) {
if (&PN == IndVar)
continue;

// Check 1: it has to contain both incoming (init) & backedge blocks
// from IndVar.
if (PN.getBasicBlockIndex(InitBlock) < 0 ||
PN.getBasicBlockIndex(BackEdgeBlock) < 0)
continue;
// Check 2: EVL index is always increasing, thus its inital value has to be
// equal to either the initial IV value (when the canonical IV is also
// increasing) or the last IV value (when canonical IV is decreasing).
Value *Init = PN.getIncomingValueForBlock(InitBlock);
using Direction = Loop::LoopBounds::Direction;
switch (Bounds->getDirection()) {
case Direction::Increasing:
if (Init != CanonicalIVInit)
continue;
break;
case Direction::Decreasing:
if (Init != CanonicalIVFinal)
continue;
break;
case Direction::Unknown:
// To be more permissive and see if either the initial or final IV value
// matches PN's init value.
if (Init != CanonicalIVInit && Init != CanonicalIVFinal)
continue;
break;
}
Value *RecValue = PN.getIncomingValueForBlock(BackEdgeBlock);
assert(RecValue && "expect recurrent IndVar value");

LLVM_DEBUG(dbgs() << "Found candidate PN of EVL-based IndVar: " << PN
<< "\n");

// Check 3: Pattern match to find the EVL-based index and total trip count
// (TC).
if (match(RecValue,
m_c_Add(m_ZExtOrSelf(IntrinsicMatch), m_Specific(&PN))) &&
match(RemTC, m_Sub(m_Value(TC), m_Specific(&PN)))) {
EVLIndVar = RecValue;
break;
}
}

if (!EVLIndVar || !TC)
return false;

LLVM_DEBUG(dbgs() << "Using " << *EVLIndVar << " for EVL-based IndVar\n");
if (ORE) {
ORE->emit([&]() {
DebugLoc DL;
BasicBlock *Region = nullptr;
if (auto *I = dyn_cast<Instruction>(EVLIndVar)) {
DL = I->getDebugLoc();
Region = I->getParent();
} else {
DL = L.getStartLoc();
Region = L.getHeader();
}
return OptimizationRemark(DEBUG_TYPE, "UseEVLIndVar", DL, Region)
<< "Using " << ore::NV("EVLIndVar", EVLIndVar)
<< " for EVL-based IndVar";
});
}

// Create an EVL-based comparison and replace the branch to use it as
// predicate.

// Loop::getLatchCmpInst check at the beginning of this function has ensured
// that latch block ends in a conditional branch.
auto *LatchBranch = cast<BranchInst>(LatchBlock->getTerminator());
assert(LatchBranch->isConditional() &&
"expect the loop latch to be ended with a conditional branch");
ICmpInst::Predicate Pred;
if (LatchBranch->getSuccessor(0) == L.getHeader())
Pred = ICmpInst::ICMP_NE;
else
Pred = ICmpInst::ICMP_EQ;

IRBuilder<> Builder(OrigLatchCmp);
auto *NewLatchCmp = Builder.CreateICmp(Pred, EVLIndVar, TC);
OrigLatchCmp->replaceAllUsesWith(NewLatchCmp);

// llvm::RecursivelyDeleteDeadPHINode only deletes cycles whose values are
// not used outside the cycles. However, in this case the now-RAUW-ed
// OrigLatchCmp will be considered a use outside the cycle while in reality
// it's practically dead. Thus we need to remove it before calling
// RecursivelyDeleteDeadPHINode.
(void)RecursivelyDeleteTriviallyDeadInstructions(OrigLatchCmp);
if (llvm::RecursivelyDeleteDeadPHINode(IndVar))
LLVM_DEBUG(dbgs() << "Removed original IndVar\n");

++NumEliminatedCanonicalIV;

return true;
}

PreservedAnalyses EVLIndVarSimplifyPass::run(Loop &L, LoopAnalysisManager &LAM,
LoopStandardAnalysisResults &AR,
LPMUpdater &U) {
Function &F = *L.getHeader()->getParent();
auto &FAMProxy = LAM.getResult<FunctionAnalysisManagerLoopProxy>(L, AR);
OptimizationRemarkEmitter *ORE =
FAMProxy.getCachedResult<OptimizationRemarkEmitterAnalysis>(F);

if (EVLIndVarSimplifyImpl(AR, ORE).run(L))
return PreservedAnalyses::allInSet<CFGAnalyses>();
return PreservedAnalyses::all();
}
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