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[SLPVectorizer] Try different vectorization factors for store chains
...and set max vector register size based on target This patch is based on discussion on the llvmdev mailing list: http://lists.cs.uiuc.edu/pipermail/llvmdev/2015-July/087405.html and also solves: https://llvm.org/bugs/show_bug.cgi?id=17170 Several FIXME/TODO items are noted in comments as potential improvements. Differential Revision: http://reviews.llvm.org/D10950 git-svn-id: https://llvm.org/svn/llvm-project/llvm/trunk@241760 91177308-0d34-0410-b5e6-96231b3b80d8
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@ -69,8 +69,13 @@ static cl::opt<bool> ShouldStartVectorizeHorAtStore(
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cl::desc(
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"Attempt to vectorize horizontal reductions feeding into a store"));
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static cl::opt<int>
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MaxVectorRegSizeOption("slp-max-reg-size", cl::init(128), cl::Hidden,
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cl::desc("Attempt to vectorize for this register size in bits"));
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namespace {
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// FIXME: Set this via cl::opt to allow overriding.
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static const unsigned MinVecRegSize = 128;
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static const unsigned RecursionMaxDepth = 12;
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@ -3088,6 +3093,17 @@ struct SLPVectorizer : public FunctionPass {
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if (!TTI->getNumberOfRegisters(true))
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return false;
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// Use the vector register size specified by the target unless overridden
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// by a command-line option.
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// TODO: It would be better to limit the vectorization factor based on
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// data type rather than just register size. For example, x86 AVX has
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// 256-bit registers, but it does not support integer operations
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// at that width (that requires AVX2).
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if (MaxVectorRegSizeOption.getNumOccurrences())
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MaxVecRegSize = MaxVectorRegSizeOption;
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else
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MaxVecRegSize = TTI->getRegisterBitWidth(true);
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// Don't vectorize when the attribute NoImplicitFloat is used.
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if (F.hasFnAttribute(Attribute::NoImplicitFloat))
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return false;
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@ -3165,12 +3181,13 @@ private:
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bool vectorizeChainsInBlock(BasicBlock *BB, BoUpSLP &R);
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bool vectorizeStoreChain(ArrayRef<Value *> Chain, int CostThreshold,
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BoUpSLP &R);
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BoUpSLP &R, unsigned VecRegSize);
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bool vectorizeStores(ArrayRef<StoreInst *> Stores, int costThreshold,
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BoUpSLP &R);
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private:
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StoreListMap StoreRefs;
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unsigned MaxVecRegSize; // This is set by TTI or overridden by cl::opt.
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};
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/// \brief Check that the Values in the slice in VL array are still existent in
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@ -3185,14 +3202,15 @@ static bool hasValueBeenRAUWed(ArrayRef<Value *> VL, ArrayRef<WeakVH> VH,
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}
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bool SLPVectorizer::vectorizeStoreChain(ArrayRef<Value *> Chain,
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int CostThreshold, BoUpSLP &R) {
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int CostThreshold, BoUpSLP &R,
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unsigned VecRegSize) {
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unsigned ChainLen = Chain.size();
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DEBUG(dbgs() << "SLP: Analyzing a store chain of length " << ChainLen
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<< "\n");
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Type *StoreTy = cast<StoreInst>(Chain[0])->getValueOperand()->getType();
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auto &DL = cast<StoreInst>(Chain[0])->getModule()->getDataLayout();
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unsigned Sz = DL.getTypeSizeInBits(StoreTy);
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unsigned VF = MinVecRegSize / Sz;
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unsigned VF = VecRegSize / Sz;
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if (!isPowerOf2_32(Sz) || VF < 2)
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return false;
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@ -3276,10 +3294,15 @@ bool SLPVectorizer::vectorizeStores(ArrayRef<StoreInst *> Stores,
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I = ConsecutiveChain[I];
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}
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if (vectorizeStoreChain(Operands, costThreshold, R)) {
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// Mark the vectorized stores so that we don't vectorize them again.
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VectorizedStores.insert(Operands.begin(), Operands.end());
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Changed = true;
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// FIXME: Is division-by-2 the correct step? Should we assert that the
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// register size is a power-of-2?
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for (unsigned Size = MaxVecRegSize; Size >= MinVecRegSize; Size /= 2) {
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if (vectorizeStoreChain(Operands, costThreshold, R, Size)) {
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// Mark the vectorized stores so that we don't vectorize them again.
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VectorizedStores.insert(Operands.begin(), Operands.end());
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Changed = true;
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break;
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}
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}
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}
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@ -3340,6 +3363,8 @@ bool SLPVectorizer::tryToVectorizeList(ArrayRef<Value *> VL, BoUpSLP &R,
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Type *Ty0 = I0->getType();
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unsigned Sz = DL.getTypeSizeInBits(Ty0);
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// FIXME: Register size should be a parameter to this function, so we can
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// try different vectorization factors.
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unsigned VF = MinVecRegSize / Sz;
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for (Value *V : VL) {
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@ -3569,6 +3594,8 @@ public:
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const DataLayout &DL = B->getModule()->getDataLayout();
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ReductionOpcode = B->getOpcode();
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ReducedValueOpcode = 0;
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// FIXME: Register size should be a parameter to this function, so we can
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// try different vectorization factors.
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ReduxWidth = MinVecRegSize / DL.getTypeSizeInBits(Ty);
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ReductionRoot = B;
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ReductionPHI = Phi;
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@ -3995,6 +4022,9 @@ bool SLPVectorizer::vectorizeStoreChains(BoUpSLP &R) {
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<< it->second.size() << ".\n");
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// Process the stores in chunks of 16.
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// TODO: The limit of 16 inhibits greater vectorization factors.
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// For example, AVX2 supports v32i8. Increasing this limit, however,
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// may cause a significant compile-time increase.
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for (unsigned CI = 0, CE = it->second.size(); CI < CE; CI+=16) {
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unsigned Len = std::min<unsigned>(CE - CI, 16);
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Changed |= vectorizeStores(makeArrayRef(&it->second[CI], Len),
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@ -1,4 +1,9 @@
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; RUN: opt -S -march=r600 -mcpu=cayman -basicaa -slp-vectorizer -dce < %s | FileCheck %s
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; XFAIL: *
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;
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; FIXME: If this test expects to be vectorized, the TTI must indicate that the target
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; has vector registers of the expected width.
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; Currently, it says there are 8 vector registers that are 32-bits wide.
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target datalayout = "e-p:32:32:32-p3:16:16:16-i1:8:8-i8:8:8-i16:16:16-i32:32:32-i64:64:64-f32:32:32-v16:16:16-v24:32:32-v32:32:32-v48:64:64-v64:64:64-v96:128:128-v128:128:128-v192:256:256-v256:256:256-v512:512:512-v1024:1024:1024-v2048:2048:2048-n32:64"
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@ -12,11 +12,8 @@ target triple = "i386-apple-macosx10.8.0"
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;CHECK-LABEL: @test(
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;CHECK: load <2 x double>
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;CHECK: fadd <2 x double>
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;CHECK: store <2 x double>
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;CHECK: insertelement <2 x double>
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;CHECK: fadd <2 x double>
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;CHECK: store <2 x double>
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;CHECK: fadd <4 x double>
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;CHECK: store <4 x double>
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;CHECK: ret i32
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define i32 @test(double* nocapture %G) {
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@ -48,11 +45,12 @@ entry:
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; A[2] = A[2] * 7.6 * n + 3.0;
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; A[3] = A[3] * 7.4 * n + 4.0;
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;}
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;CHECK-LABEL: @foo(
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;CHECK: insertelement <2 x double>
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;CHECK: insertelement <2 x double>
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;CHECK-NOT: insertelement <2 x double>
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;CHECK: ret
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; CHECK-LABEL: @foo(
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; CHECK: load <4 x double>
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; CHECK: fmul <4 x double>
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; CHECK: fmul <4 x double>
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; CHECK: fadd <4 x double>
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; CHECK: store <4 x double>
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define i32 @foo(double* nocapture %A, i32 %n) {
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entry:
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%0 = load double, double* %A, align 8
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@ -140,11 +138,12 @@ define i32 @test2(double* nocapture %G, i32 %k) {
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; A[2] = A[2] * 7.9 * n + 6.0;
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; A[3] = A[3] * 7.9 * n + 6.0;
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;}
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;CHECK-LABEL: @foo4(
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;CHECK: insertelement <2 x double>
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;CHECK: insertelement <2 x double>
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;CHECK-NOT: insertelement <2 x double>
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;CHECK: ret
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; CHECK-LABEL: @foo4(
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; CHECK: load <4 x double>
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; CHECK: fmul <4 x double>
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; CHECK: fmul <4 x double>
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; CHECK: fadd <4 x double>
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; CHECK: store <4 x double>
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define i32 @foo4(double* nocapture %A, i32 %n) {
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entry:
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%0 = load double, double* %A, align 8
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@ -1,5 +1,6 @@
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; RUN: opt < %s -basicaa -slp-vectorizer -S |FileCheck %s
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target datalayout = "e-m:o-i64:64-f80:128-n8:16:32:64-S128"
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target triple = "x86_64-unknown-unknown"
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; Test if SLP can handle GEP expressions.
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; The test perform the following action:
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@ -4,12 +4,9 @@ target datalayout = "e-p:64:64:64-i1:8:8-i8:8:8-i16:16:16-i32:32:32-i64:64:64-f3
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target triple = "x86_64-apple-macosx10.8.0"
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;CHECK-LABEL: @foo(
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;CHECK: load <4 x i32>
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;CHECK: add nsw <4 x i32>
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;CHECK: store <4 x i32>
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;CHECK: load <4 x i32>
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;CHECK: add nsw <4 x i32>
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;CHECK: store <4 x i32>
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;CHECK: load <8 x i32>
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;CHECK: add nsw <8 x i32>
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;CHECK: store <8 x i32>
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;CHECK: ret
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define i32 @foo(i32* nocapture %A, i32 %n) {
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entry:
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@ -1,11 +1,24 @@
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; RUN: opt < %s -basicaa -slp-vectorizer -S -mcpu=corei7-avx | FileCheck %s
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; RUN: opt < %s -basicaa -slp-vectorizer -slp-max-reg-size=128 -S -mcpu=corei7-avx | FileCheck %s --check-prefix=V128
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target datalayout = "e-m:e-i64:64-f80:128-n8:16:32:64-S128"
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target triple = "x86_64-unknown-linux-gnu"
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; CHECK: load <2 x double>, <2 x double>*
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; CHECK: fadd <2 x double>
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; CHECK: store <2 x double>
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; CHECK-LABEL: @foo(
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; CHECK: load <4 x double>
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; CHECK: fadd <4 x double>
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; CHECK: fadd <4 x double>
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; CHECK: store <4 x double>
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; V128-LABEL: @foo(
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; V128: load <2 x double>
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; V128: fadd <2 x double>
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; V128: fadd <2 x double>
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; V128: store <2 x double>
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; V128: load <2 x double>
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; V128: fadd <2 x double>
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; V128: fadd <2 x double>
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; V128: store <2 x double>
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define void @foo(double* %x) {
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%1 = load double, double* %x, align 8
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