Add support to interchange loops with reductions.

This patch enables interchanging of tightly nested loops with reductions.
Differential Revision: http://reviews.llvm.org/D8314

llvm-svn: 235571
This commit is contained in:
Karthik Bhat 2015-04-23 04:51:44 +00:00
parent 3715b60690
commit 715aca2f92
3 changed files with 464 additions and 82 deletions

View File

@ -246,9 +246,10 @@ void PassManagerBuilder::populateModulePassManager(
MPM.add(createIndVarSimplifyPass()); // Canonicalize indvars
MPM.add(createLoopIdiomPass()); // Recognize idioms like memset.
MPM.add(createLoopDeletionPass()); // Delete dead loops
if (EnableLoopInterchange)
if (EnableLoopInterchange) {
MPM.add(createLoopInterchangePass()); // Interchange loops
MPM.add(createCFGSimplificationPass());
}
if (!DisableUnrollLoops)
MPM.add(createSimpleLoopUnrollPass()); // Unroll small loops
addExtensionsToPM(EP_LoopOptimizerEnd, MPM);

View File

@ -33,6 +33,7 @@
#include "llvm/IR/IRBuilder.h"
#include "llvm/IR/InstIterator.h"
#include "llvm/IR/IntrinsicInst.h"
#include "llvm/IR/Module.h"
#include "llvm/Pass.h"
#include "llvm/Support/Debug.h"
#include "llvm/Support/raw_ostream.h"
@ -70,8 +71,8 @@ void printDepMatrix(CharMatrix &DepMatrix) {
}
#endif
bool populateDependencyMatrix(CharMatrix &DepMatrix, unsigned Level, Loop *L,
DependenceAnalysis *DA) {
static bool populateDependencyMatrix(CharMatrix &DepMatrix, unsigned Level,
Loop *L, DependenceAnalysis *DA) {
typedef SmallVector<Value *, 16> ValueVector;
ValueVector MemInstr;
@ -183,8 +184,8 @@ bool populateDependencyMatrix(CharMatrix &DepMatrix, unsigned Level, Loop *L,
// A loop is moved from index 'from' to an index 'to'. Update the Dependence
// matrix by exchanging the two columns.
void interChangeDepedencies(CharMatrix &DepMatrix, unsigned FromIndx,
unsigned ToIndx) {
static void interChangeDepedencies(CharMatrix &DepMatrix, unsigned FromIndx,
unsigned ToIndx) {
unsigned numRows = DepMatrix.size();
for (unsigned i = 0; i < numRows; ++i) {
char TmpVal = DepMatrix[i][ToIndx];
@ -195,8 +196,8 @@ void interChangeDepedencies(CharMatrix &DepMatrix, unsigned FromIndx,
// Checks if outermost non '=','S'or'I' dependence in the dependence matrix is
// '>'
bool isOuterMostDepPositive(CharMatrix &DepMatrix, unsigned Row,
unsigned Column) {
static bool isOuterMostDepPositive(CharMatrix &DepMatrix, unsigned Row,
unsigned Column) {
for (unsigned i = 0; i <= Column; ++i) {
if (DepMatrix[Row][i] == '<')
return false;
@ -208,8 +209,8 @@ bool isOuterMostDepPositive(CharMatrix &DepMatrix, unsigned Row,
}
// Checks if no dependence exist in the dependency matrix in Row before Column.
bool containsNoDependence(CharMatrix &DepMatrix, unsigned Row,
unsigned Column) {
static bool containsNoDependence(CharMatrix &DepMatrix, unsigned Row,
unsigned Column) {
for (unsigned i = 0; i < Column; ++i) {
if (DepMatrix[Row][i] != '=' || DepMatrix[Row][i] != 'S' ||
DepMatrix[Row][i] != 'I')
@ -218,8 +219,9 @@ bool containsNoDependence(CharMatrix &DepMatrix, unsigned Row,
return true;
}
bool validDepInterchange(CharMatrix &DepMatrix, unsigned Row,
unsigned OuterLoopId, char InnerDep, char OuterDep) {
static bool validDepInterchange(CharMatrix &DepMatrix, unsigned Row,
unsigned OuterLoopId, char InnerDep,
char OuterDep) {
if (isOuterMostDepPositive(DepMatrix, Row, OuterLoopId))
return false;
@ -253,11 +255,13 @@ bool validDepInterchange(CharMatrix &DepMatrix, unsigned Row,
}
// Checks if it is legal to interchange 2 loops.
// [Theorm] A permutation of the loops in a perfect nest is legal if and only if
// [Theorem] A permutation of the loops in a perfect nest is legal if and only
// if
// the direction matrix, after the same permutation is applied to its columns,
// has no ">" direction as the leftmost non-"=" direction in any row.
bool isLegalToInterChangeLoops(CharMatrix &DepMatrix, unsigned InnerLoopId,
unsigned OuterLoopId) {
static bool isLegalToInterChangeLoops(CharMatrix &DepMatrix,
unsigned InnerLoopId,
unsigned OuterLoopId) {
unsigned NumRows = DepMatrix.size();
// For each row check if it is valid to interchange.
@ -328,7 +332,8 @@ class LoopInterchangeLegality {
public:
LoopInterchangeLegality(Loop *Outer, Loop *Inner, ScalarEvolution *SE,
LoopInterchange *Pass)
: OuterLoop(Outer), InnerLoop(Inner), SE(SE), CurrentPass(Pass) {}
: OuterLoop(Outer), InnerLoop(Inner), SE(SE), CurrentPass(Pass),
InnerLoopHasReduction(false) {}
/// Check if the loops can be interchanged.
bool canInterchangeLoops(unsigned InnerLoopId, unsigned OuterLoopId,
@ -339,15 +344,24 @@ public:
bool currentLimitations();
bool hasInnerLoopReduction() { return InnerLoopHasReduction; }
private:
bool tightlyNested(Loop *Outer, Loop *Inner);
bool containsUnsafeInstructionsInHeader(BasicBlock *BB);
bool areAllUsesReductions(Instruction *Ins, Loop *L);
bool containsUnsafeInstructionsInLatch(BasicBlock *BB);
bool findInductionAndReductions(Loop *L,
SmallVector<PHINode *, 8> &Inductions,
SmallVector<PHINode *, 8> &Reductions);
Loop *OuterLoop;
Loop *InnerLoop;
/// Scev analysis.
ScalarEvolution *SE;
LoopInterchange *CurrentPass;
bool InnerLoopHasReduction;
};
/// LoopInterchangeProfitability checks if it is profitable to interchange the
@ -376,9 +390,11 @@ class LoopInterchangeTransform {
public:
LoopInterchangeTransform(Loop *Outer, Loop *Inner, ScalarEvolution *SE,
LoopInfo *LI, DominatorTree *DT,
LoopInterchange *Pass, BasicBlock *LoopNestExit)
LoopInterchange *Pass, BasicBlock *LoopNestExit,
bool InnerLoopContainsReductions)
: OuterLoop(Outer), InnerLoop(Inner), SE(SE), LI(LI), DT(DT),
LoopExit(LoopNestExit) {}
LoopExit(LoopNestExit),
InnerLoopHasReduction(InnerLoopContainsReductions) {}
/// Interchange OuterLoop and InnerLoop.
bool transform();
@ -394,6 +410,8 @@ private:
void adjustOuterLoopPreheader();
void adjustInnerLoopPreheader();
bool adjustLoopBranches();
void updateIncomingBlock(BasicBlock *CurrBlock, BasicBlock *OldPred,
BasicBlock *NewPred);
Loop *OuterLoop;
Loop *InnerLoop;
@ -403,6 +421,7 @@ private:
LoopInfo *LI;
DominatorTree *DT;
BasicBlock *LoopExit;
bool InnerLoopHasReduction;
};
// Main LoopInterchange Pass
@ -443,7 +462,7 @@ struct LoopInterchange : public FunctionPass {
bool Changed = true;
while (!Worklist.empty()) {
LoopVector LoopList = Worklist.pop_back_val();
Changed = processLoopList(LoopList);
Changed = processLoopList(LoopList, F);
}
return Changed;
}
@ -474,9 +493,9 @@ struct LoopInterchange : public FunctionPass {
return LoopList.size() - 1;
}
bool processLoopList(LoopVector LoopList) {
bool processLoopList(LoopVector LoopList, Function &F) {
bool Changed = false;
bool containsLCSSAPHI = false;
CharMatrix DependencyMatrix;
if (LoopList.size() < 2) {
DEBUG(dbgs() << "Loop doesn't contain minimum nesting level.\n");
@ -518,21 +537,11 @@ struct LoopInterchange : public FunctionPass {
else
LoopNestExit = OuterMostLoopLatchBI->getSuccessor(0);
for (auto I = LoopList.begin(), E = LoopList.end(); I != E; ++I) {
Loop *L = *I;
BasicBlock *Latch = L->getLoopLatch();
BasicBlock *Header = L->getHeader();
if (Latch && Latch != Header && isa<PHINode>(Latch->begin())) {
containsLCSSAPHI = true;
break;
}
}
// TODO: Handle lcssa PHI's. Currently LCSSA PHI's are not handled. Handle
// the same by splitting the loop latch and adjusting loop links
// accordingly.
if (containsLCSSAPHI)
if (isa<PHINode>(LoopNestExit->begin())) {
DEBUG(dbgs() << "PHI Nodes in loop nest exit is not handled for now "
"since on failure all loops branch to loop nest exit.\n");
return false;
}
unsigned SelecLoopId = selectLoopForInterchange(LoopList);
// Move the selected loop outwards to the best posible position.
@ -546,7 +555,7 @@ struct LoopInterchange : public FunctionPass {
// Update the DependencyMatrix
interChangeDepedencies(DependencyMatrix, i, i - 1);
DT->recalculate(F);
#ifdef DUMP_DEP_MATRICIES
DEBUG(dbgs() << "Dependence after inter change \n");
printDepMatrix(DependencyMatrix);
@ -578,7 +587,7 @@ struct LoopInterchange : public FunctionPass {
}
LoopInterchangeTransform LIT(OuterLoop, InnerLoop, SE, LI, DT, this,
LoopNestExit);
LoopNestExit, LIL.hasInnerLoopReduction());
LIT.transform();
DEBUG(dbgs() << "Loops interchanged\n");
return true;
@ -586,10 +595,38 @@ struct LoopInterchange : public FunctionPass {
};
} // end of namespace
bool LoopInterchangeLegality::areAllUsesReductions(Instruction *Ins, Loop *L) {
return !std::any_of(Ins->user_begin(), Ins->user_end(), [=](User *U) -> bool {
PHINode *UserIns = dyn_cast<PHINode>(U);
ReductionDescriptor RD;
return !UserIns || !ReductionDescriptor::isReductionPHI(UserIns, L, RD);
});
}
static bool containsUnsafeInstructions(BasicBlock *BB) {
bool LoopInterchangeLegality::containsUnsafeInstructionsInHeader(
BasicBlock *BB) {
for (auto I = BB->begin(), E = BB->end(); I != E; ++I) {
if (I->mayHaveSideEffects() || I->mayReadFromMemory())
// Load corresponding to reduction PHI's are safe while concluding if
// tightly nested.
if (LoadInst *L = dyn_cast<LoadInst>(I)) {
if (!areAllUsesReductions(L, InnerLoop))
return true;
} else if (I->mayHaveSideEffects() || I->mayReadFromMemory())
return true;
}
return false;
}
bool LoopInterchangeLegality::containsUnsafeInstructionsInLatch(
BasicBlock *BB) {
for (auto I = BB->begin(), E = BB->end(); I != E; ++I) {
// Stores corresponding to reductions are safe while concluding if tightly
// nested.
if (StoreInst *L = dyn_cast<StoreInst>(I)) {
PHINode *PHI = dyn_cast<PHINode>(L->getOperand(0));
if (!PHI)
return true;
} else if (I->mayHaveSideEffects() || I->mayReadFromMemory())
return true;
}
return false;
@ -619,8 +656,8 @@ bool LoopInterchangeLegality::tightlyNested(Loop *OuterLoop, Loop *InnerLoop) {
DEBUG(dbgs() << "Checking instructions in Loop header and Loop latch \n");
// We do not have any basic block in between now make sure the outer header
// and outer loop latch doesnt contain any unsafe instructions.
if (containsUnsafeInstructions(OuterLoopHeader) ||
containsUnsafeInstructions(OuterLoopLatch))
if (containsUnsafeInstructionsInHeader(OuterLoopHeader) ||
containsUnsafeInstructionsInLatch(OuterLoopLatch))
return false;
DEBUG(dbgs() << "Loops are perfectly nested \n");
@ -628,12 +665,6 @@ bool LoopInterchangeLegality::tightlyNested(Loop *OuterLoop, Loop *InnerLoop) {
return true;
}
static unsigned getPHICount(BasicBlock *BB) {
unsigned PhiCount = 0;
for (auto I = BB->begin(); isa<PHINode>(I); ++I)
PhiCount++;
return PhiCount;
}
bool LoopInterchangeLegality::isLoopStructureUnderstood(
PHINode *InnerInduction) {
@ -660,34 +691,96 @@ bool LoopInterchangeLegality::isLoopStructureUnderstood(
return true;
}
bool LoopInterchangeLegality::findInductionAndReductions(
Loop *L, SmallVector<PHINode *, 8> &Inductions,
SmallVector<PHINode *, 8> &Reductions) {
if (!L->getLoopLatch() || !L->getLoopPredecessor())
return false;
for (BasicBlock::iterator I = L->getHeader()->begin(); isa<PHINode>(I); ++I) {
ReductionDescriptor RD;
PHINode *PHI = cast<PHINode>(I);
ConstantInt *StepValue = nullptr;
if (isInductionPHI(PHI, SE, StepValue))
Inductions.push_back(PHI);
else if (ReductionDescriptor::isReductionPHI(PHI, L, RD))
Reductions.push_back(PHI);
else {
DEBUG(
dbgs() << "Failed to recognize PHI as an induction or reduction.\n");
return false;
}
}
return true;
}
static bool containsSafePHI(BasicBlock *Block, bool isOuterLoopExitBlock) {
for (auto I = Block->begin(); isa<PHINode>(I); ++I) {
PHINode *PHI = cast<PHINode>(I);
// Reduction lcssa phi will have only 1 incoming block that from loop latch.
if (PHI->getNumIncomingValues() > 1)
return false;
Instruction *Ins = dyn_cast<Instruction>(PHI->getIncomingValue(0));
if (!Ins)
return false;
// Incoming value for lcssa phi's in outer loop exit can only be inner loop
// exits lcssa phi else it would not be tightly nested.
if (!isa<PHINode>(Ins) && isOuterLoopExitBlock)
return false;
}
return true;
}
static BasicBlock *getLoopLatchExitBlock(BasicBlock *LatchBlock,
BasicBlock *LoopHeader) {
if (BranchInst *BI = dyn_cast<BranchInst>(LatchBlock->getTerminator())) {
unsigned Num = BI->getNumSuccessors();
assert(Num == 2);
for (unsigned i = 0; i < Num; ++i) {
if (BI->getSuccessor(i) == LoopHeader)
continue;
return BI->getSuccessor(i);
}
}
return nullptr;
}
// This function indicates the current limitations in the transform as a result
// of which we do not proceed.
bool LoopInterchangeLegality::currentLimitations() {
BasicBlock *InnerLoopPreHeader = InnerLoop->getLoopPreheader();
BasicBlock *InnerLoopHeader = InnerLoop->getHeader();
BasicBlock *OuterLoopHeader = OuterLoop->getHeader();
BasicBlock *InnerLoopLatch = InnerLoop->getLoopLatch();
BasicBlock *OuterLoopLatch = OuterLoop->getLoopLatch();
BasicBlock *OuterLoopHeader = OuterLoop->getHeader();
PHINode *InnerInductionVar;
PHINode *OuterInductionVar;
// We currently handle only 1 induction variable inside the loop. We also do
// not handle reductions as of now.
if (getPHICount(InnerLoopHeader) > 1)
SmallVector<PHINode *, 8> Inductions;
SmallVector<PHINode *, 8> Reductions;
if (!findInductionAndReductions(InnerLoop, Inductions, Reductions))
return true;
if (getPHICount(OuterLoopHeader) > 1)
return true;
InnerInductionVar = getInductionVariable(InnerLoop, SE);
OuterInductionVar = getInductionVariable(OuterLoop, SE);
if (!OuterInductionVar || !InnerInductionVar) {
DEBUG(dbgs() << "Induction variable not found\n");
// TODO: Currently we handle only loops with 1 induction variable.
if (Inductions.size() != 1) {
DEBUG(dbgs() << "We currently only support loops with 1 induction variable."
<< "Failed to interchange due to current limitation\n");
return true;
}
if (Reductions.size() > 0)
InnerLoopHasReduction = true;
InnerInductionVar = Inductions.pop_back_val();
Reductions.clear();
if (!findInductionAndReductions(OuterLoop, Inductions, Reductions))
return true;
// Outer loop cannot have reduction because then loops will not be tightly
// nested.
if (!Reductions.empty())
return true;
// TODO: Currently we handle only loops with 1 induction variable.
if (Inductions.size() != 1)
return true;
// TODO: Triangular loops are not handled for now.
if (!isLoopStructureUnderstood(InnerInductionVar)) {
@ -695,16 +788,15 @@ bool LoopInterchangeLegality::currentLimitations() {
return true;
}
// TODO: Loops with LCSSA PHI's are currently not handled.
if (isa<PHINode>(OuterLoopLatch->begin())) {
DEBUG(dbgs() << "Found and LCSSA PHI in outer loop latch\n");
// TODO: We only handle LCSSA PHI's corresponding to reduction for now.
BasicBlock *LoopExitBlock =
getLoopLatchExitBlock(OuterLoopLatch, OuterLoopHeader);
if (!LoopExitBlock || !containsSafePHI(LoopExitBlock, true))
return true;
}
if (InnerLoopLatch != InnerLoopHeader &&
isa<PHINode>(InnerLoopLatch->begin())) {
DEBUG(dbgs() << "Found and LCSSA PHI in inner loop latch\n");
LoopExitBlock = getLoopLatchExitBlock(InnerLoopLatch, InnerLoopHeader);
if (!LoopExitBlock || !containsSafePHI(LoopExitBlock, false))
return true;
}
// TODO: Current limitation: Since we split the inner loop latch at the point
// were induction variable is incremented (induction.next); We cannot have
@ -783,12 +875,6 @@ bool LoopInterchangeLegality::canInterchangeLoops(unsigned InnerLoopId,
InnerLoopPreHeader = InsertPreheaderForLoop(InnerLoop, CurrentPass);
}
// Check if the loops are tightly nested.
if (!tightlyNested(OuterLoop, InnerLoop)) {
DEBUG(dbgs() << "Loops not tightly nested\n");
return false;
}
// TODO: The loops could not be interchanged due to current limitations in the
// transform module.
if (currentLimitations()) {
@ -796,6 +882,12 @@ bool LoopInterchangeLegality::canInterchangeLoops(unsigned InnerLoopId,
return false;
}
// Check if the loops are tightly nested.
if (!tightlyNested(OuterLoop, InnerLoop)) {
DEBUG(dbgs() << "Loops not tightly nested\n");
return false;
}
return true;
}
@ -983,9 +1075,33 @@ void LoopInterchangeTransform::splitOuterLoopLatch() {
void LoopInterchangeTransform::splitInnerLoopHeader() {
// Split the inner loop header out.
// Split the inner loop header out. Here make sure that the reduction PHI's
// stay in the innerloop body.
BasicBlock *InnerLoopHeader = InnerLoop->getHeader();
SplitBlock(InnerLoopHeader, InnerLoopHeader->getFirstNonPHI(), DT, LI);
BasicBlock *InnerLoopPreHeader = InnerLoop->getLoopPreheader();
if (InnerLoopHasReduction) {
// FIXME: Check if the induction PHI will always be the first PHI.
BasicBlock *New = InnerLoopHeader->splitBasicBlock(
++(InnerLoopHeader->begin()), InnerLoopHeader->getName() + ".split");
if (LI)
if (Loop *L = LI->getLoopFor(InnerLoopHeader))
L->addBasicBlockToLoop(New, *LI);
// Adjust Reduction PHI's in the block.
SmallVector<PHINode *, 8> PHIVec;
for (auto I = New->begin(); isa<PHINode>(I); ++I) {
PHINode *PHI = dyn_cast<PHINode>(I);
Value *V = PHI->getIncomingValueForBlock(InnerLoopPreHeader);
PHI->replaceAllUsesWith(V);
PHIVec.push_back((PHI));
}
for (auto I = PHIVec.begin(), E = PHIVec.end(); I != E; ++I) {
PHINode *P = *I;
P->eraseFromParent();
}
} else {
SplitBlock(InnerLoopHeader, InnerLoopHeader->getFirstNonPHI(), DT, LI);
}
DEBUG(dbgs() << "Output of splitInnerLoopHeader InnerLoopHeaderSucc & "
"InnerLoopHeader \n");
@ -1015,6 +1131,19 @@ void LoopInterchangeTransform::adjustInnerLoopPreheader() {
moveBBContents(InnerLoopPreHeader, OuterHeader->getTerminator());
}
void LoopInterchangeTransform::updateIncomingBlock(BasicBlock *CurrBlock,
BasicBlock *OldPred,
BasicBlock *NewPred) {
for (auto I = CurrBlock->begin(); isa<PHINode>(I); ++I) {
PHINode *PHI = cast<PHINode>(I);
unsigned Num = PHI->getNumIncomingValues();
for (unsigned i = 0; i < Num; ++i) {
if (PHI->getIncomingBlock(i) == OldPred)
PHI->setIncomingBlock(i, NewPred);
}
}
}
bool LoopInterchangeTransform::adjustLoopBranches() {
DEBUG(dbgs() << "adjustLoopBranches called\n");
@ -1072,6 +1201,10 @@ bool LoopInterchangeTransform::adjustLoopBranches() {
OuterLoopHeaderBI->setSuccessor(i, InnerLoopHeaderSucessor);
}
// Adjust reduction PHI's now that the incoming block has changed.
updateIncomingBlock(InnerLoopHeaderSucessor, InnerLoopHeader,
OuterLoopHeader);
BranchInst::Create(OuterLoopPreHeader, InnerLoopHeaderBI);
InnerLoopHeaderBI->eraseFromParent();
@ -1087,6 +1220,20 @@ bool LoopInterchangeTransform::adjustLoopBranches() {
InnerLoopLatchPredecessorBI->setSuccessor(i, InnerLoopLatchSuccessor);
}
// Adjust PHI nodes in InnerLoopLatchSuccessor. Update all uses of PHI with
// the value and remove this PHI node from inner loop.
SmallVector<PHINode *, 8> LcssaVec;
for (auto I = InnerLoopLatchSuccessor->begin(); isa<PHINode>(I); ++I) {
PHINode *LcssaPhi = cast<PHINode>(I);
LcssaVec.push_back(LcssaPhi);
}
for (auto I = LcssaVec.begin(), E = LcssaVec.end(); I != E; ++I) {
PHINode *P = *I;
Value *Incoming = P->getIncomingValueForBlock(InnerLoopLatch);
P->replaceAllUsesWith(Incoming);
P->eraseFromParent();
}
if (OuterLoopLatchBI->getSuccessor(0) == OuterLoopHeader)
OuterLoopLatchSuccessor = OuterLoopLatchBI->getSuccessor(1);
else
@ -1097,6 +1244,8 @@ bool LoopInterchangeTransform::adjustLoopBranches() {
else
InnerLoopLatchBI->setSuccessor(0, OuterLoopLatchSuccessor);
updateIncomingBlock(OuterLoopLatchSuccessor, OuterLoopLatch, InnerLoopLatch);
if (OuterLoopLatchBI->getSuccessor(0) == OuterLoopLatchSuccessor) {
OuterLoopLatchBI->setSuccessor(0, InnerLoopLatch);
} else {
@ -1117,12 +1266,9 @@ void LoopInterchangeTransform::adjustLoopPreheaders() {
BranchInst *InnerTermBI =
cast<BranchInst>(InnerLoopPreHeader->getTerminator());
BasicBlock *HeaderSplit =
SplitBlock(OuterLoopHeader, OuterLoopHeader->getTerminator(), DT, LI);
Instruction *InsPoint = HeaderSplit->getFirstNonPHI();
// These instructions should now be executed inside the loop.
// Move instruction into a new block after outer header.
moveBBContents(InnerLoopPreHeader, InsPoint);
moveBBContents(InnerLoopPreHeader, OuterLoopHeader->getTerminator());
// These instructions were not executed previously in the loop so move them to
// the older inner loop preheader.
moveBBContents(OuterLoopPreHeader, InnerTermBI);

View File

@ -0,0 +1,235 @@
; RUN: opt < %s -basicaa -loop-interchange -S | FileCheck %s
@A = common global [500 x [500 x i32]] zeroinitializer
@X = common global i32 0
@B = common global [500 x [500 x i32]] zeroinitializer
@Y = common global i32 0
;; for( int i=1;i<N;i++)
;; for( int j=1;j<N;j++)
;; X+=A[j][i];
define void @reduction_01(i32 %N) {
entry:
%cmp16 = icmp sgt i32 %N, 1
br i1 %cmp16, label %for.body3.lr.ph, label %for.end8
for.body3.lr.ph: ; preds = %entry, %for.cond1.for.inc6_crit_edge
%indvars.iv18 = phi i64 [ %indvars.iv.next19, %for.cond1.for.inc6_crit_edge ], [ 1, %entry ]
%X.promoted = load i32, i32* @X
br label %for.body3
for.body3: ; preds = %for.body3, %for.body3.lr.ph
%indvars.iv = phi i64 [ 1, %for.body3.lr.ph ], [ %indvars.iv.next, %for.body3 ]
%add15 = phi i32 [ %X.promoted, %for.body3.lr.ph ], [ %add, %for.body3 ]
%arrayidx5 = getelementptr inbounds [500 x [500 x i32]], [500 x [500 x i32]]* @A, i64 0, i64 %indvars.iv, i64 %indvars.iv18
%0 = load i32, i32* %arrayidx5
%add = add nsw i32 %add15, %0
%indvars.iv.next = add nuw nsw i64 %indvars.iv, 1
%lftr.wideiv = trunc i64 %indvars.iv.next to i32
%exitcond = icmp eq i32 %lftr.wideiv, %N
br i1 %exitcond, label %for.cond1.for.inc6_crit_edge, label %for.body3
for.cond1.for.inc6_crit_edge: ; preds = %for.body3
store i32 %add, i32* @X
%indvars.iv.next19 = add nuw nsw i64 %indvars.iv18, 1
%lftr.wideiv20 = trunc i64 %indvars.iv.next19 to i32
%exitcond21 = icmp eq i32 %lftr.wideiv20, %N
br i1 %exitcond21, label %for.end8, label %for.body3.lr.ph
for.end8: ; preds = %for.cond1.for.inc6_crit_edge, %entry
ret void
}
;; Loop is interchanged check that the phi nodes are split and the promoted value is used instead of the reduction phi.
; CHECK-LABEL: @reduction_01
; CHECK: for.body3: ; preds = %for.body3.preheader, %for.body3.split
; CHECK: %indvars.iv = phi i64 [ %indvars.iv.next, %for.body3.split ], [ 1, %for.body3.preheader ]
; CHECK: br label %for.body3.lr.ph.preheader
; CHECK: %add = add nsw i32 %X.promoted
;; Test for more than 1 reductions inside a loop.
;; for( int i=1;i<N;i++)
;; for( int j=1;j<N;j++)
;; for( int k=1;k<N;k++) {
;; X+=A[k][j];
;; Y+=B[k][i];
;; }
define void @reduction_02(i32 %N) {
entry:
%cmp34 = icmp sgt i32 %N, 1
br i1 %cmp34, label %for.cond4.preheader.preheader, label %for.end19
for.cond4.preheader.preheader: ; preds = %entry, %for.inc17
%indvars.iv40 = phi i64 [ %indvars.iv.next41, %for.inc17 ], [ 1, %entry ]
br label %for.body6.lr.ph
for.body6.lr.ph: ; preds = %for.cond4.for.inc14_crit_edge, %for.cond4.preheader.preheader
%indvars.iv36 = phi i64 [ %indvars.iv.next37, %for.cond4.for.inc14_crit_edge ], [ 1, %for.cond4.preheader.preheader ]
%X.promoted = load i32, i32* @X
%Y.promoted = load i32, i32* @Y
br label %for.body6
for.body6: ; preds = %for.body6, %for.body6.lr.ph
%indvars.iv = phi i64 [ 1, %for.body6.lr.ph ], [ %indvars.iv.next, %for.body6 ]
%add1331 = phi i32 [ %Y.promoted, %for.body6.lr.ph ], [ %add13, %for.body6 ]
%add30 = phi i32 [ %X.promoted, %for.body6.lr.ph ], [ %add, %for.body6 ]
%arrayidx8 = getelementptr inbounds [500 x [500 x i32]], [500 x [500 x i32]]* @A, i64 0, i64 %indvars.iv, i64 %indvars.iv36
%0 = load i32, i32* %arrayidx8
%add = add nsw i32 %add30, %0
%arrayidx12 = getelementptr inbounds [500 x [500 x i32]], [500 x [500 x i32]]* @B, i64 0, i64 %indvars.iv, i64 %indvars.iv40
%1 = load i32, i32* %arrayidx12
%add13 = add nsw i32 %add1331, %1
%indvars.iv.next = add nuw nsw i64 %indvars.iv, 1
%lftr.wideiv = trunc i64 %indvars.iv.next to i32
%exitcond = icmp eq i32 %lftr.wideiv, %N
br i1 %exitcond, label %for.cond4.for.inc14_crit_edge, label %for.body6
for.cond4.for.inc14_crit_edge: ; preds = %for.body6
store i32 %add, i32* @X
store i32 %add13, i32* @Y
%indvars.iv.next37 = add nuw nsw i64 %indvars.iv36, 1
%lftr.wideiv38 = trunc i64 %indvars.iv.next37 to i32
%exitcond39 = icmp eq i32 %lftr.wideiv38, %N
br i1 %exitcond39, label %for.inc17, label %for.body6.lr.ph
for.inc17: ; preds = %for.cond4.for.inc14_crit_edge
%indvars.iv.next41 = add nuw nsw i64 %indvars.iv40, 1
%lftr.wideiv42 = trunc i64 %indvars.iv.next41 to i32
%exitcond43 = icmp eq i32 %lftr.wideiv42, %N
br i1 %exitcond43, label %for.end19, label %for.cond4.preheader.preheader
for.end19: ; preds = %for.inc17, %entry
ret void
}
;; Loop is interchanged check that the phi nodes are split and the promoted value is used instead of the reduction phi.
; CHECK-LABEL: @reduction_02
; CHECK: for.body6: ; preds = %for.body6.preheader, %for.body6.split
; CHECK: %indvars.iv = phi i64 [ %indvars.iv.next, %for.body6.split ], [ 1, %for.body6.preheader ]
; CHECK: br label %for.cond4.preheader.preheader.preheader
; CHECK: %add13 = add nsw i32 %Y.promoted
;; Not tightly nested. Do not interchange.
;; for( int i=1;i<N;i++)
;; for( int j=1;j<N;j++) {
;; for( int k=1;k<N;k++) {
;; X+=A[k][j];
;; }
;; Y+=B[j][i];
;; }
define void @reduction_03(i32 %N) {
entry:
%cmp35 = icmp sgt i32 %N, 1
br i1 %cmp35, label %for.cond4.preheader.lr.ph, label %for.end19
for.cond4.preheader.lr.ph: ; preds = %entry, %for.cond1.for.inc17_crit_edge
%indvars.iv41 = phi i64 [ %indvars.iv.next42, %for.cond1.for.inc17_crit_edge ], [ 1, %entry ]
%Y.promoted = load i32, i32* @Y
br label %for.body6.lr.ph
for.body6.lr.ph: ; preds = %for.cond4.preheader.lr.ph, %for.cond4.for.end_crit_edge
%indvars.iv37 = phi i64 [ 1, %for.cond4.preheader.lr.ph ], [ %indvars.iv.next38, %for.cond4.for.end_crit_edge ]
%add1334 = phi i32 [ %Y.promoted, %for.cond4.preheader.lr.ph ], [ %add13, %for.cond4.for.end_crit_edge ]
%X.promoted = load i32, i32* @X
br label %for.body6
for.body6: ; preds = %for.body6, %for.body6.lr.ph
%indvars.iv = phi i64 [ 1, %for.body6.lr.ph ], [ %indvars.iv.next, %for.body6 ]
%add31 = phi i32 [ %X.promoted, %for.body6.lr.ph ], [ %add, %for.body6 ]
%arrayidx8 = getelementptr inbounds [500 x [500 x i32]], [500 x [500 x i32]]* @A, i64 0, i64 %indvars.iv, i64 %indvars.iv37
%0 = load i32, i32* %arrayidx8
%add = add nsw i32 %add31, %0
%indvars.iv.next = add nuw nsw i64 %indvars.iv, 1
%lftr.wideiv = trunc i64 %indvars.iv.next to i32
%exitcond = icmp eq i32 %lftr.wideiv, %N
br i1 %exitcond, label %for.cond4.for.end_crit_edge, label %for.body6
for.cond4.for.end_crit_edge: ; preds = %for.body6
store i32 %add, i32* @X
%arrayidx12 = getelementptr inbounds [500 x [500 x i32]], [500 x [500 x i32]]* @B, i64 0, i64 %indvars.iv37, i64 %indvars.iv41
%1 = load i32, i32* %arrayidx12
%add13 = add nsw i32 %add1334, %1
%indvars.iv.next38 = add nuw nsw i64 %indvars.iv37, 1
%lftr.wideiv39 = trunc i64 %indvars.iv.next38 to i32
%exitcond40 = icmp eq i32 %lftr.wideiv39, %N
br i1 %exitcond40, label %for.cond1.for.inc17_crit_edge, label %for.body6.lr.ph
for.cond1.for.inc17_crit_edge: ; preds = %for.cond4.for.end_crit_edge
store i32 %add13, i32* @Y
%indvars.iv.next42 = add nuw nsw i64 %indvars.iv41, 1
%lftr.wideiv43 = trunc i64 %indvars.iv.next42 to i32
%exitcond44 = icmp eq i32 %lftr.wideiv43, %N
br i1 %exitcond44, label %for.end19, label %for.cond4.preheader.lr.ph
for.end19: ; preds = %for.cond1.for.inc17_crit_edge, %entry
ret void
}
;; Not tightly nested. Do not interchange.
;; Not interchanged hence the phi's in the inner loop will not be split. Check for the same.
; CHECK-LABEL: @reduction_03
; CHECK: for.body6: ; preds = %for.body6.preheader, %for.body6
; CHECK: %indvars.iv = phi i64 [ %indvars.iv.next, %for.body6 ], [ 1, %for.body6.preheader ]
; CHECK: %add31 = phi i32 [ %add, %for.body6 ], [ %X.promoted, %for.body6.preheader ]
;; Multiple use of reduction not safe. Do not interchange.
;; for( int i=1;i<N;i++)
;; for( int j=1;j<N;j++)
;; for( int k=1;k<N;k++) {
;; X+=A[k][j];
;; Y+=X;
;; }
define void @reduction_04(i32 %N) {
entry:
%cmp28 = icmp sgt i32 %N, 1
br i1 %cmp28, label %for.cond4.preheader.preheader, label %for.end15
for.cond4.preheader.preheader: ; preds = %entry, %for.inc13
%i.029 = phi i32 [ %inc14, %for.inc13 ], [ 1, %entry ]
br label %for.body6.lr.ph
for.body6.lr.ph: ; preds = %for.cond4.for.inc10_crit_edge, %for.cond4.preheader.preheader
%indvars.iv30 = phi i64 [ %indvars.iv.next31, %for.cond4.for.inc10_crit_edge ], [ 1, %for.cond4.preheader.preheader ]
%X.promoted = load i32, i32* @X
%Y.promoted = load i32, i32* @Y
br label %for.body6
for.body6: ; preds = %for.body6, %for.body6.lr.ph
%indvars.iv = phi i64 [ 1, %for.body6.lr.ph ], [ %indvars.iv.next, %for.body6 ]
%add925 = phi i32 [ %Y.promoted, %for.body6.lr.ph ], [ %add9, %for.body6 ]
%add24 = phi i32 [ %X.promoted, %for.body6.lr.ph ], [ %add, %for.body6 ]
%arrayidx8 = getelementptr inbounds [500 x [500 x i32]], [500 x [500 x i32]]* @A, i64 0, i64 %indvars.iv, i64 %indvars.iv30
%0 = load i32, i32* %arrayidx8
%add = add nsw i32 %add24, %0
%add9 = add nsw i32 %add925, %add
%indvars.iv.next = add nuw nsw i64 %indvars.iv, 1
%lftr.wideiv = trunc i64 %indvars.iv.next to i32
%exitcond = icmp eq i32 %lftr.wideiv, %N
br i1 %exitcond, label %for.cond4.for.inc10_crit_edge, label %for.body6
for.cond4.for.inc10_crit_edge: ; preds = %for.body6
store i32 %add, i32* @X
store i32 %add9, i32* @Y
%indvars.iv.next31 = add nuw nsw i64 %indvars.iv30, 1
%lftr.wideiv32 = trunc i64 %indvars.iv.next31 to i32
%exitcond33 = icmp eq i32 %lftr.wideiv32, %N
br i1 %exitcond33, label %for.inc13, label %for.body6.lr.ph
for.inc13: ; preds = %for.cond4.for.inc10_crit_edge
%inc14 = add nuw nsw i32 %i.029, 1
%exitcond34 = icmp eq i32 %inc14, %N
br i1 %exitcond34, label %for.end15, label %for.cond4.preheader.preheader
for.end15: ; preds = %for.inc13, %entry
ret void
}
;; Not interchanged hence the phi's in the inner loop will not be split. Check for the same.
; CHECK-LABEL: @reduction_04
; CHECK: for.body6: ; preds = %for.body6.preheader, %for.body6
; CHECK: %indvars.iv = phi i64 [ %indvars.iv.next, %for.body6 ], [ 1, %for.body6.preheader ]
; CHECK: %add925 = phi i32 [ %add9, %for.body6 ], [ %Y.promoted, %for.body6.preheader ]