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llvm-mirror/lib/Analysis/VectorUtils.cpp
James Molloy 629826974b [LoopVectorize] Shrink integer operations into the smallest type possible
C semantics force sub-int-sized values (e.g. i8, i16) to be promoted to int
type (e.g. i32) whenever arithmetic is performed on them.

For targets with native i8 or i16 operations, usually InstCombine can shrink
the arithmetic type down again. However InstCombine refuses to create illegal
types, so for targets without i8 or i16 registers, the lengthening and
shrinking remains.

Most SIMD ISAs (e.g. NEON) however support vectors of i8 or i16 even when
their scalar equivalents do not, so during vectorization it is important to
remove these lengthens and truncates when deciding the profitability of
vectorization.

The algorithm this uses starts at truncs and icmps, trawling their use-def
chains until they terminate or instructions outside the loop are found (or
unsafe instructions like inttoptr casts are found). If the use-def chains
starting from different root instructions (truncs/icmps) meet, they are
unioned. The demanded bits of each node in the graph are ORed together to form
an overall mask of the demanded bits in the entire graph. The minimum bitwidth
that graph can be truncated to is the bitwidth minus the number of leading
zeroes in the overall mask.

The intention is that this algorithm should "first do no harm", so it will
never insert extra cast instructions. This is why the use-def graphs are
unioned, so that subgraphs with different minimum bitwidths do not need casts
inserted between them.

This algorithm works hard to reduce compile time impact. DemandedBits are only
queried if there are extends of illegal types and if a truncate to an illegal
type is seen. In the general case, this results in a simple linear scan of the
instructions in the loop.

No non-noise compile time impact was seen on a clang bootstrap build.

llvm-svn: 250032
2015-10-12 12:34:45 +00:00

567 lines
19 KiB
C++

//===----------- VectorUtils.cpp - Vectorizer utility functions -----------===//
//
// The LLVM Compiler Infrastructure
//
// This file is distributed under the University of Illinois Open Source
// License. See LICENSE.TXT for details.
//
//===----------------------------------------------------------------------===//
//
// This file defines vectorizer utilities.
//
//===----------------------------------------------------------------------===//
#include "llvm/ADT/EquivalenceClasses.h"
#include "llvm/Analysis/DemandedBits.h"
#include "llvm/Analysis/LoopInfo.h"
#include "llvm/Analysis/ScalarEvolutionExpressions.h"
#include "llvm/Analysis/ScalarEvolution.h"
#include "llvm/Analysis/TargetTransformInfo.h"
#include "llvm/Analysis/VectorUtils.h"
#include "llvm/IR/GetElementPtrTypeIterator.h"
#include "llvm/IR/PatternMatch.h"
#include "llvm/IR/Value.h"
#include "llvm/IR/Constants.h"
using namespace llvm;
using namespace llvm::PatternMatch;
/// \brief Identify if the intrinsic is trivially vectorizable.
/// This method returns true if the intrinsic's argument types are all
/// scalars for the scalar form of the intrinsic and all vectors for
/// the vector form of the intrinsic.
bool llvm::isTriviallyVectorizable(Intrinsic::ID ID) {
switch (ID) {
case Intrinsic::sqrt:
case Intrinsic::sin:
case Intrinsic::cos:
case Intrinsic::exp:
case Intrinsic::exp2:
case Intrinsic::log:
case Intrinsic::log10:
case Intrinsic::log2:
case Intrinsic::fabs:
case Intrinsic::minnum:
case Intrinsic::maxnum:
case Intrinsic::copysign:
case Intrinsic::floor:
case Intrinsic::ceil:
case Intrinsic::trunc:
case Intrinsic::rint:
case Intrinsic::nearbyint:
case Intrinsic::round:
case Intrinsic::bswap:
case Intrinsic::ctpop:
case Intrinsic::pow:
case Intrinsic::fma:
case Intrinsic::fmuladd:
case Intrinsic::ctlz:
case Intrinsic::cttz:
case Intrinsic::powi:
return true;
default:
return false;
}
}
/// \brief Identifies if the intrinsic has a scalar operand. It check for
/// ctlz,cttz and powi special intrinsics whose argument is scalar.
bool llvm::hasVectorInstrinsicScalarOpd(Intrinsic::ID ID,
unsigned ScalarOpdIdx) {
switch (ID) {
case Intrinsic::ctlz:
case Intrinsic::cttz:
case Intrinsic::powi:
return (ScalarOpdIdx == 1);
default:
return false;
}
}
/// \brief Check call has a unary float signature
/// It checks following:
/// a) call should have a single argument
/// b) argument type should be floating point type
/// c) call instruction type and argument type should be same
/// d) call should only reads memory.
/// If all these condition is met then return ValidIntrinsicID
/// else return not_intrinsic.
Intrinsic::ID
llvm::checkUnaryFloatSignature(const CallInst &I,
Intrinsic::ID ValidIntrinsicID) {
if (I.getNumArgOperands() != 1 ||
!I.getArgOperand(0)->getType()->isFloatingPointTy() ||
I.getType() != I.getArgOperand(0)->getType() || !I.onlyReadsMemory())
return Intrinsic::not_intrinsic;
return ValidIntrinsicID;
}
/// \brief Check call has a binary float signature
/// It checks following:
/// a) call should have 2 arguments.
/// b) arguments type should be floating point type
/// c) call instruction type and arguments type should be same
/// d) call should only reads memory.
/// If all these condition is met then return ValidIntrinsicID
/// else return not_intrinsic.
Intrinsic::ID
llvm::checkBinaryFloatSignature(const CallInst &I,
Intrinsic::ID ValidIntrinsicID) {
if (I.getNumArgOperands() != 2 ||
!I.getArgOperand(0)->getType()->isFloatingPointTy() ||
!I.getArgOperand(1)->getType()->isFloatingPointTy() ||
I.getType() != I.getArgOperand(0)->getType() ||
I.getType() != I.getArgOperand(1)->getType() || !I.onlyReadsMemory())
return Intrinsic::not_intrinsic;
return ValidIntrinsicID;
}
/// \brief Returns intrinsic ID for call.
/// For the input call instruction it finds mapping intrinsic and returns
/// its ID, in case it does not found it return not_intrinsic.
Intrinsic::ID llvm::getIntrinsicIDForCall(CallInst *CI,
const TargetLibraryInfo *TLI) {
// If we have an intrinsic call, check if it is trivially vectorizable.
if (IntrinsicInst *II = dyn_cast<IntrinsicInst>(CI)) {
Intrinsic::ID ID = II->getIntrinsicID();
if (isTriviallyVectorizable(ID) || ID == Intrinsic::lifetime_start ||
ID == Intrinsic::lifetime_end || ID == Intrinsic::assume)
return ID;
return Intrinsic::not_intrinsic;
}
if (!TLI)
return Intrinsic::not_intrinsic;
LibFunc::Func Func;
Function *F = CI->getCalledFunction();
// We're going to make assumptions on the semantics of the functions, check
// that the target knows that it's available in this environment and it does
// not have local linkage.
if (!F || F->hasLocalLinkage() || !TLI->getLibFunc(F->getName(), Func))
return Intrinsic::not_intrinsic;
// Otherwise check if we have a call to a function that can be turned into a
// vector intrinsic.
switch (Func) {
default:
break;
case LibFunc::sin:
case LibFunc::sinf:
case LibFunc::sinl:
return checkUnaryFloatSignature(*CI, Intrinsic::sin);
case LibFunc::cos:
case LibFunc::cosf:
case LibFunc::cosl:
return checkUnaryFloatSignature(*CI, Intrinsic::cos);
case LibFunc::exp:
case LibFunc::expf:
case LibFunc::expl:
return checkUnaryFloatSignature(*CI, Intrinsic::exp);
case LibFunc::exp2:
case LibFunc::exp2f:
case LibFunc::exp2l:
return checkUnaryFloatSignature(*CI, Intrinsic::exp2);
case LibFunc::log:
case LibFunc::logf:
case LibFunc::logl:
return checkUnaryFloatSignature(*CI, Intrinsic::log);
case LibFunc::log10:
case LibFunc::log10f:
case LibFunc::log10l:
return checkUnaryFloatSignature(*CI, Intrinsic::log10);
case LibFunc::log2:
case LibFunc::log2f:
case LibFunc::log2l:
return checkUnaryFloatSignature(*CI, Intrinsic::log2);
case LibFunc::fabs:
case LibFunc::fabsf:
case LibFunc::fabsl:
return checkUnaryFloatSignature(*CI, Intrinsic::fabs);
case LibFunc::fmin:
case LibFunc::fminf:
case LibFunc::fminl:
return checkBinaryFloatSignature(*CI, Intrinsic::minnum);
case LibFunc::fmax:
case LibFunc::fmaxf:
case LibFunc::fmaxl:
return checkBinaryFloatSignature(*CI, Intrinsic::maxnum);
case LibFunc::copysign:
case LibFunc::copysignf:
case LibFunc::copysignl:
return checkBinaryFloatSignature(*CI, Intrinsic::copysign);
case LibFunc::floor:
case LibFunc::floorf:
case LibFunc::floorl:
return checkUnaryFloatSignature(*CI, Intrinsic::floor);
case LibFunc::ceil:
case LibFunc::ceilf:
case LibFunc::ceill:
return checkUnaryFloatSignature(*CI, Intrinsic::ceil);
case LibFunc::trunc:
case LibFunc::truncf:
case LibFunc::truncl:
return checkUnaryFloatSignature(*CI, Intrinsic::trunc);
case LibFunc::rint:
case LibFunc::rintf:
case LibFunc::rintl:
return checkUnaryFloatSignature(*CI, Intrinsic::rint);
case LibFunc::nearbyint:
case LibFunc::nearbyintf:
case LibFunc::nearbyintl:
return checkUnaryFloatSignature(*CI, Intrinsic::nearbyint);
case LibFunc::round:
case LibFunc::roundf:
case LibFunc::roundl:
return checkUnaryFloatSignature(*CI, Intrinsic::round);
case LibFunc::pow:
case LibFunc::powf:
case LibFunc::powl:
return checkBinaryFloatSignature(*CI, Intrinsic::pow);
}
return Intrinsic::not_intrinsic;
}
/// \brief Find the operand of the GEP that should be checked for consecutive
/// stores. This ignores trailing indices that have no effect on the final
/// pointer.
unsigned llvm::getGEPInductionOperand(const GetElementPtrInst *Gep) {
const DataLayout &DL = Gep->getModule()->getDataLayout();
unsigned LastOperand = Gep->getNumOperands() - 1;
unsigned GEPAllocSize = DL.getTypeAllocSize(
cast<PointerType>(Gep->getType()->getScalarType())->getElementType());
// Walk backwards and try to peel off zeros.
while (LastOperand > 1 && match(Gep->getOperand(LastOperand), m_Zero())) {
// Find the type we're currently indexing into.
gep_type_iterator GEPTI = gep_type_begin(Gep);
std::advance(GEPTI, LastOperand - 1);
// If it's a type with the same allocation size as the result of the GEP we
// can peel off the zero index.
if (DL.getTypeAllocSize(*GEPTI) != GEPAllocSize)
break;
--LastOperand;
}
return LastOperand;
}
/// \brief If the argument is a GEP, then returns the operand identified by
/// getGEPInductionOperand. However, if there is some other non-loop-invariant
/// operand, it returns that instead.
Value *llvm::stripGetElementPtr(Value *Ptr, ScalarEvolution *SE, Loop *Lp) {
GetElementPtrInst *GEP = dyn_cast<GetElementPtrInst>(Ptr);
if (!GEP)
return Ptr;
unsigned InductionOperand = getGEPInductionOperand(GEP);
// Check that all of the gep indices are uniform except for our induction
// operand.
for (unsigned i = 0, e = GEP->getNumOperands(); i != e; ++i)
if (i != InductionOperand &&
!SE->isLoopInvariant(SE->getSCEV(GEP->getOperand(i)), Lp))
return Ptr;
return GEP->getOperand(InductionOperand);
}
/// \brief If a value has only one user that is a CastInst, return it.
Value *llvm::getUniqueCastUse(Value *Ptr, Loop *Lp, Type *Ty) {
Value *UniqueCast = nullptr;
for (User *U : Ptr->users()) {
CastInst *CI = dyn_cast<CastInst>(U);
if (CI && CI->getType() == Ty) {
if (!UniqueCast)
UniqueCast = CI;
else
return nullptr;
}
}
return UniqueCast;
}
/// \brief Get the stride of a pointer access in a loop. Looks for symbolic
/// strides "a[i*stride]". Returns the symbolic stride, or null otherwise.
Value *llvm::getStrideFromPointer(Value *Ptr, ScalarEvolution *SE, Loop *Lp) {
auto *PtrTy = dyn_cast<PointerType>(Ptr->getType());
if (!PtrTy || PtrTy->isAggregateType())
return nullptr;
// Try to remove a gep instruction to make the pointer (actually index at this
// point) easier analyzable. If OrigPtr is equal to Ptr we are analzying the
// pointer, otherwise, we are analyzing the index.
Value *OrigPtr = Ptr;
// The size of the pointer access.
int64_t PtrAccessSize = 1;
Ptr = stripGetElementPtr(Ptr, SE, Lp);
const SCEV *V = SE->getSCEV(Ptr);
if (Ptr != OrigPtr)
// Strip off casts.
while (const SCEVCastExpr *C = dyn_cast<SCEVCastExpr>(V))
V = C->getOperand();
const SCEVAddRecExpr *S = dyn_cast<SCEVAddRecExpr>(V);
if (!S)
return nullptr;
V = S->getStepRecurrence(*SE);
if (!V)
return nullptr;
// Strip off the size of access multiplication if we are still analyzing the
// pointer.
if (OrigPtr == Ptr) {
const DataLayout &DL = Lp->getHeader()->getModule()->getDataLayout();
DL.getTypeAllocSize(PtrTy->getElementType());
if (const SCEVMulExpr *M = dyn_cast<SCEVMulExpr>(V)) {
if (M->getOperand(0)->getSCEVType() != scConstant)
return nullptr;
const APInt &APStepVal =
cast<SCEVConstant>(M->getOperand(0))->getValue()->getValue();
// Huge step value - give up.
if (APStepVal.getBitWidth() > 64)
return nullptr;
int64_t StepVal = APStepVal.getSExtValue();
if (PtrAccessSize != StepVal)
return nullptr;
V = M->getOperand(1);
}
}
// Strip off casts.
Type *StripedOffRecurrenceCast = nullptr;
if (const SCEVCastExpr *C = dyn_cast<SCEVCastExpr>(V)) {
StripedOffRecurrenceCast = C->getType();
V = C->getOperand();
}
// Look for the loop invariant symbolic value.
const SCEVUnknown *U = dyn_cast<SCEVUnknown>(V);
if (!U)
return nullptr;
Value *Stride = U->getValue();
if (!Lp->isLoopInvariant(Stride))
return nullptr;
// If we have stripped off the recurrence cast we have to make sure that we
// return the value that is used in this loop so that we can replace it later.
if (StripedOffRecurrenceCast)
Stride = getUniqueCastUse(Stride, Lp, StripedOffRecurrenceCast);
return Stride;
}
/// \brief Given a vector and an element number, see if the scalar value is
/// already around as a register, for example if it were inserted then extracted
/// from the vector.
Value *llvm::findScalarElement(Value *V, unsigned EltNo) {
assert(V->getType()->isVectorTy() && "Not looking at a vector?");
VectorType *VTy = cast<VectorType>(V->getType());
unsigned Width = VTy->getNumElements();
if (EltNo >= Width) // Out of range access.
return UndefValue::get(VTy->getElementType());
if (Constant *C = dyn_cast<Constant>(V))
return C->getAggregateElement(EltNo);
if (InsertElementInst *III = dyn_cast<InsertElementInst>(V)) {
// If this is an insert to a variable element, we don't know what it is.
if (!isa<ConstantInt>(III->getOperand(2)))
return nullptr;
unsigned IIElt = cast<ConstantInt>(III->getOperand(2))->getZExtValue();
// If this is an insert to the element we are looking for, return the
// inserted value.
if (EltNo == IIElt)
return III->getOperand(1);
// Otherwise, the insertelement doesn't modify the value, recurse on its
// vector input.
return findScalarElement(III->getOperand(0), EltNo);
}
if (ShuffleVectorInst *SVI = dyn_cast<ShuffleVectorInst>(V)) {
unsigned LHSWidth = SVI->getOperand(0)->getType()->getVectorNumElements();
int InEl = SVI->getMaskValue(EltNo);
if (InEl < 0)
return UndefValue::get(VTy->getElementType());
if (InEl < (int)LHSWidth)
return findScalarElement(SVI->getOperand(0), InEl);
return findScalarElement(SVI->getOperand(1), InEl - LHSWidth);
}
// Extract a value from a vector add operation with a constant zero.
Value *Val = nullptr; Constant *Con = nullptr;
if (match(V, m_Add(m_Value(Val), m_Constant(Con))))
if (Constant *Elt = Con->getAggregateElement(EltNo))
if (Elt->isNullValue())
return findScalarElement(Val, EltNo);
// Otherwise, we don't know.
return nullptr;
}
/// \brief Get splat value if the input is a splat vector or return nullptr.
/// This function is not fully general. It checks only 2 cases:
/// the input value is (1) a splat constants vector or (2) a sequence
/// of instructions that broadcast a single value into a vector.
///
llvm::Value *llvm::getSplatValue(Value *V) {
if (auto *CV = dyn_cast<ConstantDataVector>(V))
return CV->getSplatValue();
auto *ShuffleInst = dyn_cast<ShuffleVectorInst>(V);
if (!ShuffleInst)
return nullptr;
// All-zero (or undef) shuffle mask elements.
for (int MaskElt : ShuffleInst->getShuffleMask())
if (MaskElt != 0 && MaskElt != -1)
return nullptr;
// The first shuffle source is 'insertelement' with index 0.
auto *InsertEltInst =
dyn_cast<InsertElementInst>(ShuffleInst->getOperand(0));
if (!InsertEltInst || !isa<ConstantInt>(InsertEltInst->getOperand(2)) ||
!cast<ConstantInt>(InsertEltInst->getOperand(2))->isNullValue())
return nullptr;
return InsertEltInst->getOperand(1);
}
DenseMap<Instruction*, uint64_t> llvm::computeMinimumValueSizes(
ArrayRef<BasicBlock*> Blocks, DemandedBits &DB,
const TargetTransformInfo *TTI) {
// DemandedBits will give us every value's live-out bits. But we want
// to ensure no extra casts would need to be inserted, so every DAG
// of connected values must have the same minimum bitwidth.
EquivalenceClasses<Value*> ECs;
SmallVector<Value*,16> Worklist;
SmallPtrSet<Value*,4> Roots;
SmallPtrSet<Value*,16> Visited;
DenseMap<Value*,uint64_t> DBits;
SmallPtrSet<Instruction*,4> InstructionSet;
DenseMap<Instruction*, uint64_t> MinBWs;
// Determine the roots. We work bottom-up, from truncs or icmps.
bool SeenExtFromIllegalType = false;
for (auto *BB : Blocks)
for (auto &I : *BB) {
InstructionSet.insert(&I);
if (TTI && (isa<ZExtInst>(&I) || isa<SExtInst>(&I)) &&
!TTI->isTypeLegal(I.getOperand(0)->getType()))
SeenExtFromIllegalType = true;
// Only deal with non-vector integers up to 64-bits wide.
if ((isa<TruncInst>(&I) || isa<ICmpInst>(&I)) &&
!I.getType()->isVectorTy() &&
I.getOperand(0)->getType()->getScalarSizeInBits() <= 64) {
// Don't make work for ourselves. If we know the loaded type is legal,
// don't add it to the worklist.
if (TTI && isa<TruncInst>(&I) && TTI->isTypeLegal(I.getType()))
continue;
Worklist.push_back(&I);
Roots.insert(&I);
}
}
// Early exit.
if (Worklist.empty() || (TTI && !SeenExtFromIllegalType))
return MinBWs;
// Now proceed breadth-first, unioning values together.
while (!Worklist.empty()) {
Value *Val = Worklist.pop_back_val();
Value *Leader = ECs.getOrInsertLeaderValue(Val);
if (Visited.count(Val))
continue;
Visited.insert(Val);
// Non-instructions terminate a chain successfully.
if (!isa<Instruction>(Val))
continue;
Instruction *I = cast<Instruction>(Val);
// If we encounter a type that is larger than 64 bits, we can't represent
// it so bail out.
if (DB.getDemandedBits(I).getBitWidth() > 64)
return DenseMap<Instruction*,uint64_t>();
uint64_t V = DB.getDemandedBits(I).getZExtValue();
DBits[Leader] |= V;
// Casts, loads and instructions outside of our range terminate a chain
// successfully.
if (isa<SExtInst>(I) || isa<ZExtInst>(I) || isa<LoadInst>(I) ||
!InstructionSet.count(I))
continue;
// Unsafe casts terminate a chain unsuccessfully. We can't do anything
// useful with bitcasts, ptrtoints or inttoptrs and it'd be unsafe to
// transform anything that relies on them.
if (isa<BitCastInst>(I) || isa<PtrToIntInst>(I) || isa<IntToPtrInst>(I) ||
!I->getType()->isIntegerTy()) {
DBits[Leader] |= ~0ULL;
continue;
}
// We don't modify the types of PHIs. Reductions will already have been
// truncated if possible, and inductions' sizes will have been chosen by
// indvars.
if (isa<PHINode>(I))
continue;
if (DBits[Leader] == ~0ULL)
// All bits demanded, no point continuing.
continue;
for (Value *O : cast<User>(I)->operands()) {
ECs.unionSets(Leader, O);
Worklist.push_back(O);
}
}
// Now we've discovered all values, walk them to see if there are
// any users we didn't see. If there are, we can't optimize that
// chain.
for (auto &I : DBits)
for (auto *U : I.first->users())
if (U->getType()->isIntegerTy() && DBits.count(U) == 0)
DBits[ECs.getOrInsertLeaderValue(I.first)] |= ~0ULL;
for (auto I = ECs.begin(), E = ECs.end(); I != E; ++I) {
uint64_t LeaderDemandedBits = 0;
for (auto MI = ECs.member_begin(I), ME = ECs.member_end(); MI != ME; ++MI)
LeaderDemandedBits |= DBits[*MI];
uint64_t MinBW = (sizeof(LeaderDemandedBits) * 8) -
llvm::countLeadingZeros(LeaderDemandedBits);
// Round up to a power of 2
if (!isPowerOf2_64((uint64_t)MinBW))
MinBW = NextPowerOf2(MinBW);
for (auto MI = ECs.member_begin(I), ME = ECs.member_end(); MI != ME; ++MI) {
if (!isa<Instruction>(*MI))
continue;
Type *Ty = (*MI)->getType();
if (Roots.count(*MI))
Ty = cast<Instruction>(*MI)->getOperand(0)->getType();
if (MinBW < Ty->getScalarSizeInBits())
MinBWs[cast<Instruction>(*MI)] = MinBW;
}
}
return MinBWs;
}