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-rw-r--r--lib/Transforms/Vectorize/SLPVectorizer.cpp376
-rw-r--r--test/Transforms/SLPVectorizer/X86/horizontal.ll415
2 files changed, 8 insertions, 783 deletions
diff --git a/lib/Transforms/Vectorize/SLPVectorizer.cpp b/lib/Transforms/Vectorize/SLPVectorizer.cpp
index caedd0986b..cd3f723cd3 100644
--- a/lib/Transforms/Vectorize/SLPVectorizer.cpp
+++ b/lib/Transforms/Vectorize/SLPVectorizer.cpp
@@ -49,11 +49,6 @@ static cl::opt<int>
SLPCostThreshold("slp-threshold", cl::init(0), cl::Hidden,
cl::desc("Only vectorize if you gain more than this "
"number "));
-
-static cl::opt<bool>
-ShouldVectorizeHor("slp-vectorize-hor", cl::init(false), cl::Hidden,
- cl::desc("Attempt to vectorize horizontal reductions"));
-
namespace {
static const unsigned MinVecRegSize = 128;
@@ -243,21 +238,17 @@ public:
}
/// \brief Vectorize the tree that starts with the elements in \p VL.
- /// Returns the vectorized root and the scalar operations the root was based
- /// on.
- std::pair<Value *, ValueList *> vectorizeTree();
+ void vectorizeTree();
/// \returns the vectorization cost of the subtree that starts at \p VL.
/// A negative number means that this is profitable.
int getTreeCost();
- /// Construct a vectorizable tree that starts at \p Roots and is possibly
- /// used by a reduction of \p RdxOps.
- void buildTree(ArrayRef<Value *> Roots, ValueSet *RdxOps = 0);
+ /// Construct a vectorizable tree that starts at \p Roots.
+ void buildTree(ArrayRef<Value *> Roots);
/// Clear the internal data structures that are created by 'buildTree'.
void deleteTree() {
- RdxOps = 0;
VectorizableTree.clear();
ScalarToTreeEntry.clear();
MustGather.clear();
@@ -410,9 +401,6 @@ private:
/// Numbers instructions in different blocks.
DenseMap<BasicBlock *, BlockNumbering> BlocksNumbers;
- /// Reduction operators.
- ValueSet *RdxOps;
-
// Analysis and block reference.
Function *F;
ScalarEvolution *SE;
@@ -425,9 +413,8 @@ private:
IRBuilder<> Builder;
};
-void BoUpSLP::buildTree(ArrayRef<Value *> Roots, ValueSet *Rdx) {
+void BoUpSLP::buildTree(ArrayRef<Value *> Roots) {
deleteTree();
- RdxOps = Rdx;
if (!getSameType(Roots))
return;
buildTree_rec(Roots, 0);
@@ -458,12 +445,8 @@ void BoUpSLP::buildTree(ArrayRef<Value *> Roots, ValueSet *Rdx) {
assert(!VectorizableTree[Idx].NeedToGather && "Bad state");
continue;
}
- Instruction *UserInst = dyn_cast<Instruction>(*User);
- if (!UserInst)
- continue;
- // Ignore uses that are part of the reduction.
- if (Rdx && std::find(Rdx->begin(), Rdx->end(), UserInst) != Rdx->end())
+ if (!isa<Instruction>(*User))
continue;
DEBUG(dbgs() << "SLP: Need to extract:" << **User << " from lane " <<
@@ -595,10 +578,6 @@ void BoUpSLP::buildTree_rec(ArrayRef<Value *> VL, unsigned Depth) {
continue;
}
- // This user is part of the reduction.
- if (RdxOps && RdxOps->count(User))
- continue;
-
// Make sure that we can schedule this unknown user.
BlockNumbering &BN = BlocksNumbers[BB];
int UserIndex = BN.getIndex(User);
@@ -1393,7 +1372,7 @@ Value *BoUpSLP::vectorizeTree(TreeEntry *E) {
return 0;
}
-std::pair<Value *, BoUpSLP::ValueList *> BoUpSLP::vectorizeTree() {
+void BoUpSLP::vectorizeTree() {
Builder.SetInsertPoint(F->getEntryBlock().begin());
vectorizeTree(&VectorizableTree[0]);
@@ -1470,10 +1449,7 @@ std::pair<Value *, BoUpSLP::ValueList *> BoUpSLP::vectorizeTree() {
DEBUG(dbgs() << "SLP: \tvalidating user:" << **User << ".\n");
assert(!MustGather.count(*User) &&
"Replacing gathered value with undef");
-
- assert((ScalarToTreeEntry.count(*User) ||
- // It is legal to replace the reduction users by undef.
- (RdxOps && RdxOps->count(*User))) &&
+ assert(ScalarToTreeEntry.count(*User) &&
"Replacing out-of-tree value with undef");
}
Value *Undef = UndefValue::get(Ty);
@@ -1488,9 +1464,6 @@ std::pair<Value *, BoUpSLP::ValueList *> BoUpSLP::vectorizeTree() {
BlocksNumbers[it].forget();
}
Builder.ClearInsertionPoint();
-
- return std::make_pair(VectorizableTree[0].VectorizedValue,
- &VectorizableTree[0].Scalars);
}
void BoUpSLP::optimizeGatherSequence() {
@@ -1914,310 +1887,6 @@ bool SLPVectorizer::tryToVectorize(BinaryOperator *V, BoUpSLP &R) {
return 0;
}
-/// \brief Generate a shuffle mask to be used in a reduction tree.
-///
-/// \param VecLen The length of the vector to be reduced.
-/// \param NumEltsToRdx The number of elements that should be reduced in the
-/// vector.
-/// \param IsPairwise Whether the reduction is a pairwise or splitting
-/// reduction. A pairwise reduction will generate a mask of
-/// <0,2,...> or <1,3,..> while a splitting reduction will generate
-/// <2,3, undef,undef> for a vector of 4 and NumElts = 2.
-/// \param IsLeft True will generate a mask of even elements, odd otherwise.
-static Value *createRdxShuffleMask(unsigned VecLen, unsigned NumEltsToRdx,
- bool IsPairwise, bool IsLeft,
- IRBuilder<> &Builder) {
- assert((IsPairwise || !IsLeft) && "Don't support a <0,1,undef,...> mask");
-
- SmallVector<Constant *, 32> ShuffleMask(
- VecLen, UndefValue::get(Builder.getInt32Ty()));
-
- if (IsPairwise)
- // Build a mask of 0, 2, ... (left) or 1, 3, ... (right).
- for (unsigned i = 0; i != NumEltsToRdx; ++i)
- ShuffleMask[i] = Builder.getInt32(2 * i + !IsLeft);
- else
- // Move the upper half of the vector to the lower half.
- for (unsigned i = 0; i != NumEltsToRdx; ++i)
- ShuffleMask[i] = Builder.getInt32(NumEltsToRdx + i);
-
- return ConstantVector::get(ShuffleMask);
-}
-
-
-/// Model horizontal reductions.
-///
-/// A horizontal reduction is a tree of reduction operations (currently add and
-/// fadd) that has operations that can be put into a vector as its leaf.
-/// For example, this tree:
-///
-/// mul mul mul mul
-/// \ / \ /
-/// + +
-/// \ /
-/// +
-/// This tree has "mul" as its reduced values and "+" as its reduction
-/// operations. A reduction might be feeding into a store or a binary operation
-/// feeding a phi.
-/// ...
-/// \ /
-/// +
-/// \
-/// phi +=
-///
-/// Or:
-/// ...
-/// \ /
-/// +
-/// \
-/// *p =
-///
-class HorizontalReduction {
- SmallPtrSet<Value *, 16> ReductionOps;
- SmallVector<Value *, 32> ReducedVals;
-
- BinaryOperator *ReductionRoot;
- PHINode *ReductionPHI;
-
- /// The opcode of the reduction.
- unsigned ReductionOpcode;
- /// The opcode of the values we perform a reduction on.
- unsigned ReducedValueOpcode;
- /// The width of one full horizontal reduction operation.
- unsigned ReduxWidth;
- /// Should we model this reduction as a pairwise reduction tree or a tree that
- /// splits the vector in halves and adds those halves.
- bool IsPairwiseReduction;
-
-public:
- HorizontalReduction()
- : ReductionRoot(0), ReductionPHI(0), ReductionOpcode(0),
- ReducedValueOpcode(0), ReduxWidth(0), IsPairwiseReduction(false) {}
-
- /// \brief Try to find a reduction tree.
- bool matchAssociativeReduction(PHINode *Phi, BinaryOperator *B,
- DataLayout *DL) {
- assert((!Phi ||
- std::find(Phi->op_begin(), Phi->op_end(), B) != Phi->op_end()) &&
- "Thi phi needs to use the binary operator");
-
- // We could have a initial reductions that is not an add.
- // r *= v1 + v2 + v3 + v4
- // In such a case start looking for a tree rooted in the first '+'.
- if (Phi) {
- if (B->getOperand(0) == Phi) {
- Phi = 0;
- B = dyn_cast<BinaryOperator>(B->getOperand(1));
- } else if (B->getOperand(1) == Phi) {
- Phi = 0;
- B = dyn_cast<BinaryOperator>(B->getOperand(0));
- }
- }
-
- if (!B)
- return false;
-
- Type *Ty = B->getType();
- if (Ty->isVectorTy())
- return false;
-
- ReductionOpcode = B->getOpcode();
- ReducedValueOpcode = 0;
- ReduxWidth = MinVecRegSize / DL->getTypeSizeInBits(Ty);
- ReductionRoot = B;
- ReductionPHI = Phi;
-
- if (ReduxWidth < 4)
- return false;
-
- // We currently only support adds.
- if (ReductionOpcode != Instruction::Add &&
- ReductionOpcode != Instruction::FAdd)
- return false;
-
- // Post order traverse the reduction tree starting at B. We only handle true
- // trees containing only binary operators.
- SmallVector<std::pair<BinaryOperator *, unsigned>, 32> Stack;
- Stack.push_back(std::make_pair(B, 0));
- while (!Stack.empty()) {
- BinaryOperator *TreeN = Stack.back().first;
- unsigned EdgeToVist = Stack.back().second++;
- bool IsReducedValue = TreeN->getOpcode() != ReductionOpcode;
-
- // Only handle trees in the current basic block.
- if (TreeN->getParent() != B->getParent())
- return false;
-
- // Each tree node needs to have one user except for the ultimate
- // reduction.
- if (!TreeN->hasOneUse() && TreeN != B)
- return false;
-
- // Postorder vist.
- if (EdgeToVist == 2 || IsReducedValue) {
- if (IsReducedValue) {
- // Make sure that the opcodes of the operations that we are going to
- // reduce match.
- if (!ReducedValueOpcode)
- ReducedValueOpcode = TreeN->getOpcode();
- else if (ReducedValueOpcode != TreeN->getOpcode())
- return false;
- ReducedVals.push_back(TreeN);
- } else {
- // We need to be able to reassociate the adds.
- if (!TreeN->isAssociative())
- return false;
- ReductionOps.insert(TreeN);
- }
- // Retract.
- Stack.pop_back();
- continue;
- }
-
- // Visit left or right.
- Value *NextV = TreeN->getOperand(EdgeToVist);
- BinaryOperator *Next = dyn_cast<BinaryOperator>(NextV);
- if (Next)
- Stack.push_back(std::make_pair(Next, 0));
- else if (NextV != Phi)
- return false;
- }
- return true;
- }
-
- /// \brief Attempt to vectorize the tree found by
- /// matchAssociativeReduction.
- bool tryToReduce(BoUpSLP &V, TargetTransformInfo *TTI) {
- if (ReducedVals.empty())
- return false;
-
- unsigned NumReducedVals = ReducedVals.size();
- if (NumReducedVals < ReduxWidth)
- return false;
-
- Value *VectorizedTree = 0;
- IRBuilder<> Builder(ReductionRoot);
- FastMathFlags Unsafe;
- Unsafe.setUnsafeAlgebra();
- Builder.SetFastMathFlags(Unsafe);
- unsigned i = 0;
-
- for (; i < NumReducedVals - ReduxWidth + 1; i += ReduxWidth) {
- ArrayRef<Value *> ValsToReduce(&ReducedVals[i], ReduxWidth);
- V.buildTree(ValsToReduce, &ReductionOps);
-
- // Estimate cost.
- int Cost = V.getTreeCost() + getReductionCost(TTI, ReducedVals[i]);
- if (Cost >= -SLPCostThreshold)
- break;
-
- DEBUG(dbgs() << "SLP: Vectorizing horizontal reduction at cost:" << Cost
- << ". (HorRdx)\n");
-
- // Vectorize a tree.
- Value *VectorizedRoot;
- BoUpSLP::ValueList *Scalars;
- tie(VectorizedRoot, Scalars) = V.vectorizeTree();
-
- // Emit a reduction.
- Value *ReducedSubTree = emitReduction(VectorizedRoot, Builder);
- if (VectorizedTree) {
- Builder.SetCurrentDebugLocation(
- cast<Instruction>((*Scalars)[0])->getDebugLoc());
- VectorizedTree = createBinOp(Builder, ReductionOpcode, VectorizedTree,
- ReducedSubTree, "bin.rdx");
- } else
- VectorizedTree = ReducedSubTree;
- }
-
- if (VectorizedTree) {
- // Finish the reduction.
- for (; i < NumReducedVals; ++i) {
- Builder.SetCurrentDebugLocation(
- cast<Instruction>(ReducedVals[i])->getDebugLoc());
- VectorizedTree = createBinOp(Builder, ReductionOpcode, VectorizedTree,
- ReducedVals[i]);
- }
- // Update users.
- if (ReductionPHI) {
- assert(ReductionRoot != NULL && "Need a reduction operation");
- ReductionRoot->setOperand(0, VectorizedTree);
- ReductionRoot->setOperand(1, ReductionPHI);
- } else
- ReductionRoot->replaceAllUsesWith(VectorizedTree);
- }
- return VectorizedTree != 0;
- }
-
-private:
-
- /// \brief Calcuate the cost of a reduction.
- int getReductionCost(TargetTransformInfo *TTI, Value *FirstReducedVal) {
- Type *ScalarTy = FirstReducedVal->getType();
- Type *VecTy = VectorType::get(ScalarTy, ReduxWidth);
-
- int PairwiseRdxCost = TTI->getReductionCost(ReductionOpcode, VecTy, true);
- int SplittingRdxCost = TTI->getReductionCost(ReductionOpcode, VecTy, false);
-
- IsPairwiseReduction = PairwiseRdxCost < SplittingRdxCost;
- int VecReduxCost = IsPairwiseReduction ? PairwiseRdxCost : SplittingRdxCost;
-
- int ScalarReduxCost =
- ReduxWidth * TTI->getArithmeticInstrCost(ReductionOpcode, VecTy);
-
- DEBUG(dbgs() << "SLP: Adding cost " << VecReduxCost - ScalarReduxCost
- << " for reduction that starts with " << *FirstReducedVal
- << " (It is a "
- << (IsPairwiseReduction ? "pairwise" : "splitting")
- << " reduction)\n");
-
- return VecReduxCost - ScalarReduxCost;
- }
-
- static Value *createBinOp(IRBuilder<> &Builder, unsigned Opcode, Value *L,
- Value *R, const Twine &Name = "") {
- if (Opcode == Instruction::FAdd)
- return Builder.CreateFAdd(L, R, Name);
- return Builder.CreateBinOp((Instruction::BinaryOps)Opcode, L, R, Name);
- }
-
- /// \brief Emit a horizontal reduction of the vectorized value.
- Value *emitReduction(Value *VectorizedValue, IRBuilder<> &Builder) {
- assert(VectorizedValue && "Need to have a vectorized tree node");
- Instruction *ValToReduce = dyn_cast<Instruction>(VectorizedValue);
- assert(isPowerOf2_32(ReduxWidth) &&
- "We only handle power-of-two reductions for now");
-
- SmallVector<Constant *, 32> ShuffleMask(ReduxWidth, 0);
- Value *TmpVec = ValToReduce;
- for (unsigned i = ReduxWidth / 2; i != 0; i >>= 1) {
- if (IsPairwiseReduction) {
- Value *LeftMask =
- createRdxShuffleMask(ReduxWidth, i, true, true, Builder);
- Value *RightMask =
- createRdxShuffleMask(ReduxWidth, i, true, false, Builder);
-
- Value *LeftShuf = Builder.CreateShuffleVector(
- TmpVec, UndefValue::get(TmpVec->getType()), LeftMask, "rdx.shuf.l");
- Value *RightShuf = Builder.CreateShuffleVector(
- TmpVec, UndefValue::get(TmpVec->getType()), (RightMask),
- "rdx.shuf.r");
- TmpVec = createBinOp(Builder, ReductionOpcode, LeftShuf, RightShuf,
- "bin.rdx");
- } else {
- Value *UpperHalf =
- createRdxShuffleMask(ReduxWidth, i, false, false, Builder);
- Value *Shuf = Builder.CreateShuffleVector(
- TmpVec, UndefValue::get(TmpVec->getType()), UpperHalf, "rdx.shuf");
- TmpVec = createBinOp(Builder, ReductionOpcode, TmpVec, Shuf, "bin.rdx");
- }
- }
-
- // The result is in the first element of the vector.
- return Builder.CreateExtractElement(TmpVec, Builder.getInt32(0));
- }
-};
-
/// \brief Recognize construction of vectors like
/// %ra = insertelement <4 x float> undef, float %s0, i32 0
/// %rb = insertelement <4 x float> %ra, float %s1, i32 1
@@ -2312,18 +1981,7 @@ bool SLPVectorizer::vectorizeChainsInBlock(BasicBlock *BB, BoUpSLP &R) {
if (!BI)
continue;
- // Try to match and vectorize a horizontal reduction.
- HorizontalReduction HorRdx;
- if (ShouldVectorizeHor &&
- HorRdx.matchAssociativeReduction(P, BI, DL) &&
- HorRdx.tryToReduce(R, TTI)) {
- Changed = true;
- it = BB->begin();
- e = BB->end();
- continue;
- }
-
- Value *Inst = BI->getOperand(0);
+ Value *Inst = BI->getOperand(0);
if (Inst == P)
Inst = BI->getOperand(1);
@@ -2333,28 +1991,10 @@ bool SLPVectorizer::vectorizeChainsInBlock(BasicBlock *BB, BoUpSLP &R) {
Changed = true;
it = BB->begin();
e = BB->end();
- continue;
}
-
continue;
}
- // Try to vectorize horizontal reductions feeding into a store.
- if (StoreInst *SI = dyn_cast<StoreInst>(it))
- if (BinaryOperator *BinOp =
- dyn_cast<BinaryOperator>(SI->getValueOperand())) {
- HorizontalReduction HorRdx;
- if (ShouldVectorizeHor &&
- ((HorRdx.matchAssociativeReduction(0, BinOp, DL) &&
- HorRdx.tryToReduce(R, TTI)) ||
- tryToVectorize(BinOp, R))) {
- Changed = true;
- it = BB->begin();
- e = BB->end();
- 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)) {
diff --git a/test/Transforms/SLPVectorizer/X86/horizontal.ll b/test/Transforms/SLPVectorizer/X86/horizontal.ll
deleted file mode 100644
index 9517066ed2..0000000000
--- a/test/Transforms/SLPVectorizer/X86/horizontal.ll
+++ /dev/null
@@ -1,415 +0,0 @@
-; RUN: opt -slp-vectorizer -slp-vectorize-hor -S < %s -mtriple=x86_64-apple-macosx -mcpu=corei7-avx | FileCheck %s
-
-target datalayout = "e-p:64:64:64-i1:8:8-i8:8:8-i16:16:16-i32:32:32-i64:64:64-f32:32:32-f64:64:64-v64:64:64-v128:128:128-a0:0:64-s0:64:64-f80:128:128-n8:16:32:64-S128"
-
-; #include <stdint.h>
-;
-; int foo(float *A, int n) {
-; float sum = 0;
-; for (intptr_t i=0; i < n; ++i) {
-; sum += 7*A[i*4 ] +
-; 7*A[i*4+1] +
-; 7*A[i*4+2] +
-; 7*A[i*4+3];
-; }
-; return sum;
-; }
-
-; CHECK-LABEL: add_red
-; CHECK: fmul <4 x float>
-; CHECK: shufflevector <4 x float>
-
-define i32 @add_red(float* %A, i32 %n) {
-entry:
- %cmp31 = icmp sgt i32 %n, 0
- br i1 %cmp31, label %for.body.lr.ph, label %for.end
-
-for.body.lr.ph:
- %0 = sext i32 %n to i64
- br label %for.body
-
-for.body:
- %i.033 = phi i64 [ 0, %for.body.lr.ph ], [ %inc, %for.body ]
- %sum.032 = phi float [ 0.000000e+00, %for.body.lr.ph ], [ %add17, %for.body ]
- %mul = shl nsw i64 %i.033, 2
- %arrayidx = getelementptr inbounds float* %A, i64 %mul
- %1 = load float* %arrayidx, align 4
- %mul2 = fmul float %1, 7.000000e+00
- %add28 = or i64 %mul, 1
- %arrayidx4 = getelementptr inbounds float* %A, i64 %add28
- %2 = load float* %arrayidx4, align 4
- %mul5 = fmul float %2, 7.000000e+00
- %add6 = fadd fast float %mul2, %mul5
- %add829 = or i64 %mul, 2
- %arrayidx9 = getelementptr inbounds float* %A, i64 %add829
- %3 = load float* %arrayidx9, align 4
- %mul10 = fmul float %3, 7.000000e+00
- %add11 = fadd fast float %add6, %mul10
- %add1330 = or i64 %mul, 3
- %arrayidx14 = getelementptr inbounds float* %A, i64 %add1330
- %4 = load float* %arrayidx14, align 4
- %mul15 = fmul float %4, 7.000000e+00
- %add16 = fadd fast float %add11, %mul15
- %add17 = fadd fast float %sum.032, %add16
- %inc = add nsw i64 %i.033, 1
- %exitcond = icmp eq i64 %inc, %0
- br i1 %exitcond, label %for.cond.for.end_crit_edge, label %for.body
-
-for.cond.for.end_crit_edge:
- %phitmp = fptosi float %add17 to i32
- br label %for.end
-
-for.end:
- %sum.0.lcssa = phi i32 [ %phitmp, %for.cond.for.end_crit_edge ], [ 0, %entry ]
- ret i32 %sum.0.lcssa
-}
-
-; int foo(float * restrict A, float * restrict B, int n) {
-; float sum = 0;
-; for (intptr_t i=0; i < n; ++i) {
-; sum *= B[0]*A[i*4 ] +
-; B[1]*A[i*4+1] +
-; B[2]*A[i*4+2] +
-; B[3]*A[i*4+3];
-; }
-; return sum;
-; }
-
-; CHECK-LABEL: mul_red
-; CHECK: fmul <4 x float>
-; CHECK: shufflevector <4 x float>
-
-define i32 @mul_red(float* noalias %A, float* noalias %B, i32 %n) {
-entry:
- %cmp38 = icmp sgt i32 %n, 0
- br i1 %cmp38, label %for.body.lr.ph, label %for.end
-
-for.body.lr.ph:
- %0 = load float* %B, align 4
- %arrayidx4 = getelementptr inbounds float* %B, i64 1
- %1 = load float* %arrayidx4, align 4
- %arrayidx9 = getelementptr inbounds float* %B, i64 2
- %2 = load float* %arrayidx9, align 4
- %arrayidx15 = getelementptr inbounds float* %B, i64 3
- %3 = load float* %arrayidx15, align 4
- %4 = sext i32 %n to i64
- br label %for.body
-
-for.body:
- %i.040 = phi i64 [ 0, %for.body.lr.ph ], [ %inc, %for.body ]
- %sum.039 = phi float [ 0.000000e+00, %for.body.lr.ph ], [ %mul21, %for.body ]
- %mul = shl nsw i64 %i.040, 2
- %arrayidx2 = getelementptr inbounds float* %A, i64 %mul
- %5 = load float* %arrayidx2, align 4
- %mul3 = fmul float %0, %5
- %add35 = or i64 %mul, 1
- %arrayidx6 = getelementptr inbounds float* %A, i64 %add35
- %6 = load float* %arrayidx6, align 4
- %mul7 = fmul float %1, %6
- %add8 = fadd fast float %mul3, %mul7
- %add1136 = or i64 %mul, 2
- %arrayidx12 = getelementptr inbounds float* %A, i64 %add1136
- %7 = load float* %arrayidx12, align 4
- %mul13 = fmul float %2, %7
- %add14 = fadd fast float %add8, %mul13
- %add1737 = or i64 %mul, 3
- %arrayidx18 = getelementptr inbounds float* %A, i64 %add1737
- %8 = load float* %arrayidx18, align 4
- %mul19 = fmul float %3, %8
- %add20 = fadd fast float %add14, %mul19
- %mul21 = fmul float %sum.039, %add20
- %inc = add nsw i64 %i.040, 1
- %exitcond = icmp eq i64 %inc, %4
- br i1 %exitcond, label %for.cond.for.end_crit_edge, label %for.body
-
-for.cond.for.end_crit_edge:
- %phitmp = fptosi float %mul21 to i32
- br label %for.end
-
-for.end:
- %sum.0.lcssa = phi i32 [ %phitmp, %for.cond.for.end_crit_edge ], [ 0, %entry ]
- ret i32 %sum.0.lcssa
-}
-
-; int foo(float * restrict A, float * restrict B, int n) {
-; float sum = 0;
-; for (intptr_t i=0; i < n; ++i) {
-; sum += B[0]*A[i*6 ] +
-; B[1]*A[i*6+1] +
-; B[2]*A[i*6+2] +
-; B[3]*A[i*6+3] +
-; B[4]*A[i*6+4] +
-; B[5]*A[i*6+5] +
-; B[6]*A[i*6+6] +
-; B[7]*A[i*6+7] +
-; B[8]*A[i*6+8];
-; }
-; return sum;
-; }
-
-; CHECK-LABEL: long_red
-; CHECK: fmul <4 x float>
-; CHECK: shufflevector <4 x float>
-
-define i32 @long_red(float* noalias %A, float* noalias %B, i32 %n) {
-entry:
- %cmp81 = icmp sgt i32 %n, 0
- br i1 %cmp81, label %for.body.lr.ph, label %for.end
-
-for.body.lr.ph:
- %0 = load float* %B, align 4
- %arrayidx4 = getelementptr inbounds float* %B, i64 1
- %1 = load float* %arrayidx4, align 4
- %arrayidx9 = getelementptr inbounds float* %B, i64 2
- %2 = load float* %arrayidx9, align 4
- %arrayidx15 = getelementptr inbounds float* %B, i64 3
- %3 = load float* %arrayidx15, align 4
- %arrayidx21 = getelementptr inbounds float* %B, i64 4
- %4 = load float* %arrayidx21, align 4
- %arrayidx27 = getelementptr inbounds float* %B, i64 5
- %5 = load float* %arrayidx27, align 4
- %arrayidx33 = getelementptr inbounds float* %B, i64 6
- %6 = load float* %arrayidx33, align 4
- %arrayidx39 = getelementptr inbounds float* %B, i64 7
- %7 = load float* %arrayidx39, align 4
- %arrayidx45 = getelementptr inbounds float* %B, i64 8
- %8 = load float* %arrayidx45, align 4
- %9 = sext i32 %n to i64
- br label %for.body
-
-for.body:
- %i.083 = phi i64 [ 0, %for.body.lr.ph ], [ %inc, %for.body ]
- %sum.082 = phi float [ 0.000000e+00, %for.body.lr.ph ], [ %add51, %for.body ]
- %mul = mul nsw i64 %i.083, 6
- %arrayidx2 = getelementptr inbounds float* %A, i64 %mul
- %10 = load float* %arrayidx2, align 4
- %mul3 = fmul fast float %0, %10
- %add80 = or i64 %mul, 1
- %arrayidx6 = getelementptr inbounds float* %A, i64 %add80
- %11 = load float* %arrayidx6, align 4
- %mul7 = fmul fast float %1, %11
- %add8 = fadd fast float %mul3, %mul7
- %add11 = add nsw i64 %mul, 2
- %arrayidx12 = getelementptr inbounds float* %A, i64 %add11
- %12 = load float* %arrayidx12, align 4
- %mul13 = fmul fast float %2, %12
- %add14 = fadd fast float %add8, %mul13
- %add17 = add nsw i64 %mul, 3
- %arrayidx18 = getelementptr inbounds float* %A, i64 %add17
- %13 = load float* %arrayidx18, align 4
- %mul19 = fmul fast float %3, %13
- %add20 = fadd fast float %add14, %mul19
- %add23 = add nsw i64 %mul, 4
- %arrayidx24 = getelementptr inbounds float* %A, i64 %add23
- %14 = load float* %arrayidx24, align 4
- %mul25 = fmul fast float %4, %14
- %add26 = fadd fast float %add20, %mul25
- %add29 = add nsw i64 %mul, 5
- %arrayidx30 = getelementptr inbounds float* %A, i64 %add29
- %15 = load float* %arrayidx30, align 4
- %mul31 = fmul fast float %5, %15
- %add32 = fadd fast float %add26, %mul31
- %add35 = add nsw i64 %mul, 6
- %arrayidx36 = getelementptr inbounds float* %A, i64 %add35
- %16 = load float* %arrayidx36, align 4
- %mul37 = fmul fast float %6, %16
- %add38 = fadd fast float %add32, %mul37
- %add41 = add nsw i64 %mul, 7
- %arrayidx42 = getelementptr inbounds float* %A, i64 %add41
- %17 = load float* %arrayidx42, align 4
- %mul43 = fmul fast float %7, %17
- %add44 = fadd fast float %add38, %mul43
- %add47 = add nsw i64 %mul, 8
- %arrayidx48 = getelementptr inbounds float* %A, i64 %add47
- %18 = load float* %arrayidx48, align 4
- %mul49 = fmul fast float %8, %18
- %add50 = fadd fast float %add44, %mul49
- %add51 = fadd fast float %sum.082, %add50
- %inc = add nsw i64 %i.083, 1
- %exitcond = icmp eq i64 %inc, %9
- br i1 %exitcond, label %for.cond.for.end_crit_edge, label %for.body
-
-for.cond.for.end_crit_edge:
- %phitmp = fptosi float %add51 to i32
- br label %for.end
-
-for.end:
- %sum.0.lcssa = phi i32 [ %phitmp, %for.cond.for.end_crit_edge ], [ 0, %entry ]
- ret i32 %sum.0.lcssa
-}
-
-; int foo(float * restrict A, float * restrict B, int n) {
-; float sum = 0;
-; for (intptr_t i=0; i < n; ++i) {
-; sum += B[0]*A[i*4 ];
-; sum += B[1]*A[i*4+1];
-; sum += B[2]*A[i*4+2];
-; sum += B[3]*A[i*4+3];
-; }
-; return sum;
-; }
-
-; CHECK-LABEL: chain_red
-; CHECK: fmul <4 x float>
-; CHECK: shufflevector <4 x float>
-
-define i32 @chain_red(float* noalias %A, float* noalias %B, i32 %n) {
-entry:
- %cmp41 = icmp sgt i32 %n, 0
- br i1 %cmp41, label %for.body.lr.ph, label %for.end
-
-for.body.lr.ph:
- %0 = load float* %B, align 4
- %arrayidx4 = getelementptr inbounds float* %B, i64 1
- %1 = load float* %arrayidx4, align 4
- %arrayidx10 = getelementptr inbounds float* %B, i64 2
- %2 = load float* %arrayidx10, align 4
- %arrayidx16 = getelementptr inbounds float* %B, i64 3
- %3 = load float* %arrayidx16, align 4
- %4 = sext i32 %n to i64
- br label %for.body
-
-for.body:
- %i.043 = phi i64 [ 0, %for.body.lr.ph ], [ %inc, %for.body ]
- %sum.042 = phi float [ 0.000000e+00, %for.body.lr.ph ], [ %add21, %for.body ]
- %mul = shl nsw i64 %i.043, 2
- %arrayidx2 = getelementptr inbounds float* %A, i64 %mul
- %5 = load float* %arrayidx2, align 4
- %mul3 = fmul fast float %0, %5
- %add = fadd fast float %sum.042, %mul3
- %add638 = or i64 %mul, 1
- %arrayidx7 = getelementptr inbounds float* %A, i64 %add638
- %6 = load float* %arrayidx7, align 4
- %mul8 = fmul fast float %1, %6
- %add9 = fadd fast float %add, %mul8
- %add1239 = or i64 %mul, 2
- %arrayidx13 = getelementptr inbounds float* %A, i64 %add1239
- %7 = load float* %arrayidx13, align 4
- %mul14 = fmul fast float %2, %7
- %add15 = fadd fast float %add9, %mul14
- %add1840 = or i64 %mul, 3
- %arrayidx19 = getelementptr inbounds float* %A, i64 %add1840
- %8 = load float* %arrayidx19, align 4
- %mul20 = fmul fast float %3, %8
- %add21 = fadd fast float %add15, %mul20
- %inc = add nsw i64 %i.043, 1
- %exitcond = icmp eq i64 %inc, %4
- br i1 %exitcond, label %for.cond.for.end_crit_edge, label %for.body
-
-for.cond.for.end_crit_edge:
- %phitmp = fptosi float %add21 to i32
- br label %for.end
-
-for.end:
- %sum.0.lcssa = phi i32 [ %phitmp, %for.cond.for.end_crit_edge ], [ 0, %entry ]
- ret i32 %sum.0.lcssa
-}
-
-; int foo(float * restrict A, float * restrict B, float * restrict C, int n) {
-; float sum = 0;
-; for (intptr_t i=0; i < n; ++i) {
-; C[i] = B[0] *A[i*4 ] +
-; B[1] *A[i*4+1] +
-; B[2] *A[i*4+2] +
-; B[3] *A[i*4+3];
-; }
-; return sum;
-; }
-
-; CHECK-LABEL: store_red
-; CHECK: fmul <4 x float>
-; CHECK: shufflevector <4 x float>
-
-define i32 @store_red(float* noalias %A, float* noalias %B, float* noalias %C, i32 %n) {
-entry:
- %cmp37 = icmp sgt i32 %n, 0
- br i1 %cmp37, label %for.body.lr.ph, label %for.end
-
-for.body.lr.ph:
- %arrayidx4 = getelementptr inbounds float* %B, i64 1
- %arrayidx9 = getelementptr inbounds float* %B, i64 2
- %arrayidx15 = getelementptr inbounds float* %B, i64 3
- %0 = sext i32 %n to i64
- br label %for.body
-
-for.body:
- %i.039 = phi i64 [ 0, %for.body.lr.ph ], [ %inc, %for.body ]
- %C.addr.038 = phi float* [ %C, %for.body.lr.ph ], [ %incdec.ptr, %for.body ]
- %1 = load float* %B, align 4
- %mul = shl nsw i64 %i.039, 2
- %arrayidx2 = getelementptr inbounds float* %A, i64 %mul
- %2 = load float* %arrayidx2, align 4
- %mul3 = fmul fast float %1, %2
- %3 = load float* %arrayidx4, align 4
- %add34 = or i64 %mul, 1
- %arrayidx6 = getelementptr inbounds float* %A, i64 %add34
- %4 = load float* %arrayidx6, align 4
- %mul7 = fmul fast float %3, %4
- %add8 = fadd fast float %mul3, %mul7
- %5 = load float* %arrayidx9, align 4
- %add1135 = or i64 %mul, 2
- %arrayidx12 = getelementptr inbounds float* %A, i64 %add1135
- %6 = load float* %arrayidx12, align 4
- %mul13 = fmul fast float %5, %6
- %add14 = fadd fast float %add8, %mul13
- %7 = load float* %arrayidx15, align 4
- %add1736 = or i64 %mul, 3
- %arrayidx18 = getelementptr inbounds float* %A, i64 %add1736
- %8 = load float* %arrayidx18, align 4
- %mul19 = fmul fast float %7, %8
- %add20 = fadd fast float %add14, %mul19
- store float %add20, float* %C.addr.038, align 4
- %incdec.ptr = getelementptr inbounds float* %C.addr.038, i64 1
- %inc = add nsw i64 %i.039, 1
- %exitcond = icmp eq i64 %inc, %0
- br i1 %exitcond, label %for.end, label %for.body
-
-for.end:
- ret i32 0
-}
-
-
-; void foo(double * restrict A, double * restrict B, double * restrict C,
-; int n) {
-; for (intptr_t i=0; i < n; ++i) {
-; C[i] = B[0] *A[i*4 ] + B[1] *A[i*4+1];
-; }
-; }
-
-; CHECK-LABEL: store_red_double
-; CHECK: fmul <2 x double>
-; CHECK: extractelement <2 x double>
-; CHECK: extractelement <2 x double>
-
-define void @store_red_double(double* noalias %A, double* noalias %B, double* noalias %C, i32 %n) {
-entry:
- %cmp17 = icmp sgt i32 %n, 0
- br i1 %cmp17, label %for.body.lr.ph, label %for.end
-
-for.body.lr.ph:
- %0 = load double* %B, align 8
- %arrayidx4 = getelementptr inbounds double* %B, i64 1
- %1 = load double* %arrayidx4, align 8
- %2 = sext i32 %n to i64
- br label %for.body
-
-for.body:
- %i.018 = phi i64 [ 0, %for.body.lr.ph ], [ %inc, %for.body ]
- %mul = shl nsw i64 %i.018, 2
- %arrayidx2 = getelementptr inbounds double* %A, i64 %mul
- %3 = load double* %arrayidx2, align 8
- %mul3 = fmul fast double %0, %3
- %add16 = or i64 %mul, 1
- %arrayidx6 = getelementptr inbounds double* %A, i64 %add16
- %4 = load double* %arrayidx6, align 8
- %mul7 = fmul fast double %1, %4
- %add8 = fadd fast double %mul3, %mul7
- %arrayidx9 = getelementptr inbounds double* %C, i64 %i.018
- store double %add8, double* %arrayidx9, align 8
- %inc = add nsw i64 %i.018, 1
- %exitcond = icmp eq i64 %inc, %2
- br i1 %exitcond, label %for.end, label %for.body
-
-for.end:
- ret void
-}
generated by cgit v1.2.3 (git 2.25.1) at 2024-05-30 00:19:55 +0000