llvm-6502/lib/Transforms/Vectorize/SLPVectorizer.cpp
2013-06-20 17:54:36 +00:00

456 lines
14 KiB
C++

//===- SLPVectorizer.cpp - A bottom up SLP Vectorizer ---------------------===//
//
// The LLVM Compiler Infrastructure
//
// This file is distributed under the University of Illinois Open Source
// License. See LICENSE.TXT for details.
//
//===----------------------------------------------------------------------===//
// This pass implements the Bottom Up SLP vectorizer. It detects consecutive
// stores that can be put together into vector-stores. Next, it attempts to
// construct vectorizable tree using the use-def chains. If a profitable tree
// was found, the SLP vectorizer performs vectorization on the tree.
//
// The pass is inspired by the work described in the paper:
// "Loop-Aware SLP in GCC" by Ira Rosen, Dorit Nuzman, Ayal Zaks.
//
//===----------------------------------------------------------------------===//
#define SV_NAME "slp-vectorizer"
#define DEBUG_TYPE "SLP"
#include "VecUtils.h"
#include "llvm/Transforms/Vectorize.h"
#include "llvm/ADT/MapVector.h"
#include "llvm/Analysis/AliasAnalysis.h"
#include "llvm/Analysis/ScalarEvolution.h"
#include "llvm/Analysis/TargetTransformInfo.h"
#include "llvm/Analysis/Verifier.h"
#include "llvm/Analysis/LoopInfo.h"
#include "llvm/IR/DataLayout.h"
#include "llvm/IR/Instructions.h"
#include "llvm/IR/IntrinsicInst.h"
#include "llvm/IR/Module.h"
#include "llvm/IR/Type.h"
#include "llvm/IR/Value.h"
#include "llvm/Pass.h"
#include "llvm/Support/CommandLine.h"
#include "llvm/Support/Debug.h"
#include "llvm/Support/raw_ostream.h"
#include <map>
using namespace llvm;
static cl::opt<int>
SLPCostThreshold("slp-threshold", cl::init(0), cl::Hidden,
cl::desc("Only vectorize trees if the gain is above this "
"number. (gain = -cost of vectorization)"));
namespace {
/// The SLPVectorizer Pass.
struct SLPVectorizer : public FunctionPass {
typedef MapVector<Value *, BoUpSLP::StoreList> StoreListMap;
/// Pass identification, replacement for typeid
static char ID;
explicit SLPVectorizer() : FunctionPass(ID) {
initializeSLPVectorizerPass(*PassRegistry::getPassRegistry());
}
ScalarEvolution *SE;
DataLayout *DL;
TargetTransformInfo *TTI;
AliasAnalysis *AA;
LoopInfo *LI;
virtual bool runOnFunction(Function &F) {
SE = &getAnalysis<ScalarEvolution>();
DL = getAnalysisIfAvailable<DataLayout>();
TTI = &getAnalysis<TargetTransformInfo>();
AA = &getAnalysis<AliasAnalysis>();
LI = &getAnalysis<LoopInfo>();
StoreRefs.clear();
bool Changed = false;
// Must have DataLayout. We can't require it because some tests run w/o
// triple.
if (!DL)
return false;
DEBUG(dbgs() << "SLP: Analyzing blocks in " << F.getName() << ".\n");
for (Function::iterator it = F.begin(), e = F.end(); it != e; ++it) {
BasicBlock *BB = it;
bool BBChanged = false;
// Use the bollom up slp vectorizer to construct chains that start with
// he store instructions.
BoUpSLP R(BB, SE, DL, TTI, AA, LI->getLoopFor(BB));
// Vectorize trees that end at reductions.
BBChanged |= vectorizeChainsInBlock(BB, R);
// Vectorize trees that end at stores.
if (unsigned count = collectStores(BB, R)) {
(void)count;
DEBUG(dbgs() << "SLP: Found " << count << " stores to vectorize.\n");
BBChanged |= vectorizeStoreChains(R);
}
// Try to hoist some of the scalarization code to the preheader.
if (BBChanged) {
hoistGatherSequence(LI, BB, R);
Changed |= vectorizeUsingGatherHints(R.getGatherSeqInstructions());
}
Changed |= BBChanged;
}
if (Changed) {
DEBUG(dbgs() << "SLP: vectorized \"" << F.getName() << "\"\n");
DEBUG(verifyFunction(F));
}
return Changed;
}
virtual void getAnalysisUsage(AnalysisUsage &AU) const {
FunctionPass::getAnalysisUsage(AU);
AU.addRequired<ScalarEvolution>();
AU.addRequired<AliasAnalysis>();
AU.addRequired<TargetTransformInfo>();
AU.addRequired<LoopInfo>();
}
private:
/// \brief Collect memory references and sort them according to their base
/// object. We sort the stores to their base objects to reduce the cost of the
/// quadratic search on the stores. TODO: We can further reduce this cost
/// if we flush the chain creation every time we run into a memory barrier.
unsigned collectStores(BasicBlock *BB, BoUpSLP &R);
/// \brief Try to vectorize a chain that starts at two arithmetic instrs.
bool tryToVectorizePair(Value *A, Value *B, BoUpSLP &R);
/// \brief Try to vectorize a list of operands. If \p NeedExtracts is true
/// then we calculate the cost of extracting the scalars from the vector.
/// \returns true if a value was vectorized.
bool tryToVectorizeList(ArrayRef<Value *> VL, BoUpSLP &R, bool NeedExtracts);
/// \brief Try to vectorize a chain that may start at the operands of \V;
bool tryToVectorize(BinaryOperator *V, BoUpSLP &R);
/// \brief Vectorize the stores that were collected in StoreRefs.
bool vectorizeStoreChains(BoUpSLP &R);
/// \brief Try to hoist gather sequences outside of the loop in cases where
/// all of the sources are loop invariant.
void hoistGatherSequence(LoopInfo *LI, BasicBlock *BB, BoUpSLP &R);
/// \brief Try to vectorize additional sequences in different basic blocks
/// based on values that we gathered in previous blocks. The list \p Gathers
/// holds the gather InsertElement instructions that were generated during
/// vectorization.
/// \returns True if some code was vectorized.
bool vectorizeUsingGatherHints(BoUpSLP::InstrList &Gathers);
/// \brief Scan the basic block and look for patterns that are likely to start
/// a vectorization chain.
bool vectorizeChainsInBlock(BasicBlock *BB, BoUpSLP &R);
private:
StoreListMap StoreRefs;
};
unsigned SLPVectorizer::collectStores(BasicBlock *BB, BoUpSLP &R) {
unsigned count = 0;
StoreRefs.clear();
for (BasicBlock::iterator it = BB->begin(), e = BB->end(); it != e; ++it) {
StoreInst *SI = dyn_cast<StoreInst>(it);
if (!SI)
continue;
// Check that the pointer points to scalars.
Type *Ty = SI->getValueOperand()->getType();
if (Ty->isAggregateType() || Ty->isVectorTy())
return 0;
// Find the base of the GEP.
Value *Ptr = SI->getPointerOperand();
if (GetElementPtrInst *GEP = dyn_cast<GetElementPtrInst>(Ptr))
Ptr = GEP->getPointerOperand();
// Save the store locations.
StoreRefs[Ptr].push_back(SI);
count++;
}
return count;
}
bool SLPVectorizer::tryToVectorizePair(Value *A, Value *B, BoUpSLP &R) {
if (!A || !B)
return false;
Value *VL[] = { A, B };
return tryToVectorizeList(VL, R, true);
}
bool SLPVectorizer::tryToVectorizeList(ArrayRef<Value *> VL, BoUpSLP &R,
bool NeedExtracts) {
if (VL.size() < 2)
return false;
DEBUG(dbgs() << "SLP: Vectorizing a list of length = " << VL.size() << ".\n");
// Check that all of the parts are scalar instructions of the same type.
Instruction *I0 = dyn_cast<Instruction>(VL[0]);
if (!I0)
return 0;
unsigned Opcode0 = I0->getOpcode();
for (int i = 0, e = VL.size(); i < e; ++i) {
Type *Ty = VL[i]->getType();
if (Ty->isAggregateType() || Ty->isVectorTy())
return 0;
Instruction *Inst = dyn_cast<Instruction>(VL[i]);
if (!Inst || Inst->getOpcode() != Opcode0)
return 0;
}
int Cost = R.getTreeCost(VL);
int ExtrCost = NeedExtracts ? R.getScalarizationCost(VL) : 0;
DEBUG(dbgs() << "SLP: Cost of pair:" << Cost
<< " Cost of extract:" << ExtrCost << ".\n");
if ((Cost + ExtrCost) >= -SLPCostThreshold)
return false;
DEBUG(dbgs() << "SLP: Vectorizing pair.\n");
R.vectorizeArith(VL);
return true;
}
bool SLPVectorizer::tryToVectorize(BinaryOperator *V, BoUpSLP &R) {
if (!V)
return false;
// Try to vectorize V.
if (tryToVectorizePair(V->getOperand(0), V->getOperand(1), R))
return true;
BinaryOperator *A = dyn_cast<BinaryOperator>(V->getOperand(0));
BinaryOperator *B = dyn_cast<BinaryOperator>(V->getOperand(1));
// Try to skip B.
if (B && B->hasOneUse()) {
BinaryOperator *B0 = dyn_cast<BinaryOperator>(B->getOperand(0));
BinaryOperator *B1 = dyn_cast<BinaryOperator>(B->getOperand(1));
if (tryToVectorizePair(A, B0, R)) {
B->moveBefore(V);
return true;
}
if (tryToVectorizePair(A, B1, R)) {
B->moveBefore(V);
return true;
}
}
// Try to skip A.
if (A && A->hasOneUse()) {
BinaryOperator *A0 = dyn_cast<BinaryOperator>(A->getOperand(0));
BinaryOperator *A1 = dyn_cast<BinaryOperator>(A->getOperand(1));
if (tryToVectorizePair(A0, B, R)) {
A->moveBefore(V);
return true;
}
if (tryToVectorizePair(A1, B, R)) {
A->moveBefore(V);
return true;
}
}
return 0;
}
bool SLPVectorizer::vectorizeChainsInBlock(BasicBlock *BB, BoUpSLP &R) {
bool Changed = false;
for (BasicBlock::iterator it = BB->begin(), e = BB->end(); it != e; ++it) {
if (isa<DbgInfoIntrinsic>(it))
continue;
// Try to vectorize reductions that use PHINodes.
if (PHINode *P = dyn_cast<PHINode>(it)) {
// Check that the PHI is a reduction PHI.
if (P->getNumIncomingValues() != 2)
return Changed;
Value *Rdx =
(P->getIncomingBlock(0) == BB
? (P->getIncomingValue(0))
: (P->getIncomingBlock(1) == BB ? P->getIncomingValue(1) : 0));
// Check if this is a Binary Operator.
BinaryOperator *BI = dyn_cast_or_null<BinaryOperator>(Rdx);
if (!BI)
continue;
Value *Inst = BI->getOperand(0);
if (Inst == P)
Inst = BI->getOperand(1);
Changed |= tryToVectorize(dyn_cast<BinaryOperator>(Inst), R);
continue;
}
// Try to vectorize trees that start at compare instructions.
if (CmpInst *CI = dyn_cast<CmpInst>(it)) {
if (tryToVectorizePair(CI->getOperand(0), CI->getOperand(1), R)) {
Changed |= true;
continue;
}
for (int i = 0; i < 2; ++i)
if (BinaryOperator *BI = dyn_cast<BinaryOperator>(CI->getOperand(i)))
Changed |=
tryToVectorizePair(BI->getOperand(0), BI->getOperand(1), R);
continue;
}
}
// Scan the PHINodes in our successors in search for pairing hints.
for (succ_iterator it = succ_begin(BB), e = succ_end(BB); it != e; ++it) {
BasicBlock *Succ = *it;
SmallVector<Value *, 4> Incoming;
// Collect the incoming values from the PHIs.
for (BasicBlock::iterator instr = Succ->begin(), ie = Succ->end();
instr != ie; ++instr) {
PHINode *P = dyn_cast<PHINode>(instr);
if (!P)
break;
Value *V = P->getIncomingValueForBlock(BB);
if (Instruction *I = dyn_cast<Instruction>(V))
if (I->getParent() == BB)
Incoming.push_back(I);
}
if (Incoming.size() > 1)
Changed |= tryToVectorizeList(Incoming, R, true);
}
return Changed;
}
bool SLPVectorizer::vectorizeStoreChains(BoUpSLP &R) {
bool Changed = false;
// Attempt to sort and vectorize each of the store-groups.
for (StoreListMap::iterator it = StoreRefs.begin(), e = StoreRefs.end();
it != e; ++it) {
if (it->second.size() < 2)
continue;
DEBUG(dbgs() << "SLP: Analyzing a store chain of length "
<< it->second.size() << ".\n");
Changed |= R.vectorizeStores(it->second, -SLPCostThreshold);
}
return Changed;
}
bool SLPVectorizer::vectorizeUsingGatherHints(BoUpSLP::InstrList &Gathers) {
SmallVector<Value *, 4> Seq;
bool Changed = false;
for (int i = 0, e = Gathers.size(); i < e; ++i) {
InsertElementInst *IEI = dyn_cast_or_null<InsertElementInst>(Gathers[i]);
if (IEI) {
if (Instruction *I = dyn_cast<Instruction>(IEI->getOperand(1)))
Seq.push_back(I);
} else {
if (!Seq.size())
continue;
Instruction *I = cast<Instruction>(Seq[0]);
BasicBlock *BB = I->getParent();
DEBUG(dbgs() << "SLP: Inspecting a gather list of size " << Seq.size()
<< " in " << BB->getName() << ".\n");
// Check if the gathered values have multiple uses. If they only have one
// user then we know that the insert/extract pair will go away.
bool HasMultipleUsers = false;
for (int i = 0; e = Seq.size(), i < e; ++i) {
if (!Seq[i]->hasOneUse()) {
HasMultipleUsers = true;
break;
}
}
BoUpSLP BO(BB, SE, DL, TTI, AA, LI->getLoopFor(BB));
if (tryToVectorizeList(Seq, BO, HasMultipleUsers)) {
DEBUG(dbgs() << "SLP: Vectorized a gather list of len " << Seq.size()
<< " in " << BB->getName() << ".\n");
Changed = true;
}
Seq.clear();
}
}
return Changed;
}
void SLPVectorizer::hoistGatherSequence(LoopInfo *LI, BasicBlock *BB,
BoUpSLP &R) {
// Check if this block is inside a loop.
Loop *L = LI->getLoopFor(BB);
if (!L)
return;
// Check if it has a preheader.
BasicBlock *PreHeader = L->getLoopPreheader();
if (!PreHeader)
return;
// Mark the insertion point for the block.
Instruction *Location = PreHeader->getTerminator();
BoUpSLP::InstrList &Gathers = R.getGatherSeqInstructions();
for (BoUpSLP::InstrList::iterator it = Gathers.begin(), e = Gathers.end();
it != e; ++it) {
InsertElementInst *Insert = dyn_cast_or_null<InsertElementInst>(*it);
// The InsertElement sequence can be simplified into a constant.
// Also Ignore NULL pointers because they are only here to separate
// sequences.
if (!Insert)
continue;
// If the vector or the element that we insert into it are
// instructions that are defined in this basic block then we can't
// hoist this instruction.
Instruction *CurrVec = dyn_cast<Instruction>(Insert->getOperand(0));
Instruction *NewElem = dyn_cast<Instruction>(Insert->getOperand(1));
if (CurrVec && L->contains(CurrVec))
continue;
if (NewElem && L->contains(NewElem))
continue;
// We can hoist this instruction. Move it to the pre-header.
Insert->moveBefore(Location);
}
}
} // end anonymous namespace
char SLPVectorizer::ID = 0;
static const char lv_name[] = "SLP Vectorizer";
INITIALIZE_PASS_BEGIN(SLPVectorizer, SV_NAME, lv_name, false, false)
INITIALIZE_AG_DEPENDENCY(AliasAnalysis)
INITIALIZE_AG_DEPENDENCY(TargetTransformInfo)
INITIALIZE_PASS_DEPENDENCY(ScalarEvolution)
INITIALIZE_PASS_DEPENDENCY(LoopSimplify)
INITIALIZE_PASS_END(SLPVectorizer, SV_NAME, lv_name, false, false)
namespace llvm {
Pass *createSLPVectorizerPass() { return new SLPVectorizer(); }
}