This patch adds initial support for a pointer diff based runtime check scheme for vectorization. This scheme requires fewer computations and checks than the existing full overlap checking, if it is applicable. The main idea is to only check if source and sink of a dependency are far enough apart so the accesses won't overlap in the vector loop. To do so, it is sufficient to compute the difference and compare it to the `VF * UF * AccessSize`. It is sufficient to check `(Sink - Src) <u VF * UF * AccessSize` to rule out a backwards dependence in the vector loop with the given VF and UF. If Src >=u Sink, there is not dependence preventing vectorization, hence the overflow should not matter and using the ULT should be sufficient. Note that the initial version is restricted in multiple ways: 1. Pointers must only either be read or written, by a single instruction (this allows re-constructing source/sink for dependences with the available information) 2. Source and sink pointers must be add-recs, with matching steps 3. The step must be a constant. 3. abs(step) == AccessSize. Most of those restrictions can be relaxed in the future. See https://github.com/llvm/llvm-project/issues/53590. Reviewed By: dmgreen Differential Revision: https://reviews.llvm.org/D119078
206 lines
10 KiB
LLVM
206 lines
10 KiB
LLVM
; NOTE: Assertions have been autogenerated by utils/update_test_checks.py
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; RUN: opt < %s -loop-vectorize -force-vector-interleave=1 -force-vector-width=4 -dce -instcombine -S | FileCheck %s
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; RUN: opt < %s -loop-vectorize -disable-basic-aa -S -pass-remarks-analysis='loop-vectorize' 2>&1 | FileCheck %s -check-prefix=FORCED_OPTSIZE
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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"
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; Make sure we vectorize this loop:
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; int foo(float *a, float *b, int n) {
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; for (int i=0; i<n; ++i)
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; a[i] = b[i] * 3;
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; }
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define i32 @foo(float* nocapture %a, float* nocapture %b, i32 %n) nounwind uwtable ssp {
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; CHECK-LABEL: @foo(
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; CHECK-NEXT: entry:
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; CHECK-NEXT: [[B2:%.*]] = ptrtoint float* [[B:%.*]] to i64, [[DBG4:!dbg !.*]]
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; CHECK-NEXT: [[A1:%.*]] = ptrtoint float* [[A:%.*]] to i64, [[DBG4]]
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; CHECK-NEXT: [[CMP6:%.*]] = icmp sgt i32 [[N:%.*]], 0, [[DBG4]]
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; CHECK-NEXT: br i1 [[CMP6]], label [[FOR_BODY_PREHEADER:%.*]], label [[FOR_END:%.*]], [[DBG4]]
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; CHECK: for.body.preheader:
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; CHECK-NEXT: [[TMP0:%.*]] = add i32 [[N]], -1, [[DBG9:!dbg !.*]]
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; CHECK-NEXT: [[TMP1:%.*]] = zext i32 [[TMP0]] to i64, [[DBG9]]
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; CHECK-NEXT: [[TMP2:%.*]] = add nuw nsw i64 [[TMP1]], 1, [[DBG9]]
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; CHECK-NEXT: [[MIN_ITERS_CHECK:%.*]] = icmp ult i32 [[TMP0]], 3, [[DBG9]]
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; CHECK-NEXT: br i1 [[MIN_ITERS_CHECK]], label [[SCALAR_PH:%.*]], label [[VECTOR_MEMCHECK:%.*]], [[DBG9]]
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; CHECK: vector.memcheck:
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; CHECK-NEXT: [[TMP3:%.*]] = sub i64 [[A1]], [[B2]], [[DBG9]]
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; CHECK-NEXT: [[DIFF_CHECK:%.*]] = icmp ult i64 [[TMP3]], 16, [[DBG9]]
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; CHECK-NEXT: br i1 [[DIFF_CHECK]], label [[SCALAR_PH]], label [[VECTOR_PH:%.*]], [[DBG9]]
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; CHECK: vector.ph:
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; CHECK-NEXT: [[N_VEC:%.*]] = and i64 [[TMP2]], 8589934588, [[DBG9]]
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; CHECK-NEXT: br label [[VECTOR_BODY:%.*]], [[DBG9]]
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; CHECK: vector.body:
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; CHECK-NEXT: [[INDEX:%.*]] = phi i64 [ 0, [[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], [[VECTOR_BODY]] ], [[DBG9]]
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; CHECK-NEXT: [[TMP6:%.*]] = getelementptr inbounds float, float* [[B]], i64 [[INDEX]], [[DBG9]]
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; CHECK-NEXT: [[TMP7:%.*]] = bitcast float* [[TMP6]] to <4 x float>*, [[DBG9]]
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; CHECK-NEXT: [[WIDE_LOAD:%.*]] = load <4 x float>, <4 x float>* [[TMP7]], align 4, [[DBG9]]
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; CHECK-NEXT: [[TMP8:%.*]] = fmul <4 x float> [[WIDE_LOAD]], <float 3.000000e+00, float 3.000000e+00, float 3.000000e+00, float 3.000000e+00>, [[DBG9]]
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; CHECK-NEXT: [[TMP9:%.*]] = getelementptr inbounds float, float* [[A]], i64 [[INDEX]], [[DBG9]]
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; CHECK-NEXT: [[TMP10:%.*]] = bitcast float* [[TMP9]] to <4 x float>*, [[DBG9]]
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; CHECK-NEXT: store <4 x float> [[TMP8]], <4 x float>* [[TMP10]], align 4, [[DBG9]]
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; CHECK-NEXT: [[INDEX_NEXT]] = add nuw i64 [[INDEX]], 4, [[DBG9]]
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; CHECK-NEXT: [[TMP11:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]], [[DBG9]]
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; CHECK-NEXT: br i1 [[TMP11]], label [[MIDDLE_BLOCK:%.*]], label [[VECTOR_BODY]], [[DBG9]], [[LOOP15:!llvm.loop !.*]]
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; CHECK: middle.block:
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; CHECK-NEXT: [[CMP_N:%.*]] = icmp eq i64 [[TMP2]], [[N_VEC]], [[DBG9]]
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; CHECK-NEXT: br i1 [[CMP_N]], label [[FOR_END_LOOPEXIT:%.*]], label [[SCALAR_PH]], [[DBG9]]
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; CHECK: scalar.ph:
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; CHECK-NEXT: [[BC_RESUME_VAL:%.*]] = phi i64 [ [[N_VEC]], [[MIDDLE_BLOCK]] ], [ 0, [[FOR_BODY_PREHEADER]] ], [ 0, [[VECTOR_MEMCHECK]] ], [[DBG9]]
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; CHECK-NEXT: br label [[FOR_BODY:%.*]], [[DBG9]]
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; CHECK: for.body:
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; CHECK-NEXT: [[INDVARS_IV:%.*]] = phi i64 [ [[INDVARS_IV_NEXT:%.*]], [[FOR_BODY]] ], [ [[BC_RESUME_VAL]], [[SCALAR_PH]] ], [[DBG9]]
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; CHECK-NEXT: [[ARRAYIDX:%.*]] = getelementptr inbounds float, float* [[B]], i64 [[INDVARS_IV]], [[DBG9]]
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; CHECK-NEXT: [[TMP12:%.*]] = load float, float* [[ARRAYIDX]], align 4, [[DBG9]]
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; CHECK-NEXT: [[MUL:%.*]] = fmul float [[TMP12]], 3.000000e+00, [[DBG9]]
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; CHECK-NEXT: [[ARRAYIDX2:%.*]] = getelementptr inbounds float, float* [[A]], i64 [[INDVARS_IV]], [[DBG9]]
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; CHECK-NEXT: store float [[MUL]], float* [[ARRAYIDX2]], align 4, [[DBG9]]
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; CHECK-NEXT: [[INDVARS_IV_NEXT]] = add i64 [[INDVARS_IV]], 1, [[DBG9]]
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; CHECK-NEXT: [[LFTR_WIDEIV:%.*]] = trunc i64 [[INDVARS_IV_NEXT]] to i32, [[DBG9]]
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; CHECK-NEXT: [[EXITCOND:%.*]] = icmp eq i32 [[LFTR_WIDEIV]], [[N]], [[DBG9]]
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; CHECK-NEXT: br i1 [[EXITCOND]], label [[FOR_END_LOOPEXIT]], label [[FOR_BODY]], [[DBG9]], [[LOOP17:!llvm.loop !.*]]
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; CHECK: for.end.loopexit:
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; CHECK-NEXT: br label [[FOR_END]], [[DBG18:!dbg !.*]]
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; CHECK: for.end:
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; CHECK-NEXT: ret i32 undef, [[DBG18]]
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;
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entry:
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%cmp6 = icmp sgt i32 %n, 0, !dbg !6
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br i1 %cmp6, label %for.body, label %for.end, !dbg !6
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for.body: ; preds = %entry, %for.body
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%indvars.iv = phi i64 [ %indvars.iv.next, %for.body ], [ 0, %entry ], !dbg !7
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%arrayidx = getelementptr inbounds float, float* %b, i64 %indvars.iv, !dbg !7
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%0 = load float, float* %arrayidx, align 4, !dbg !7
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%mul = fmul float %0, 3.000000e+00, !dbg !7
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%arrayidx2 = getelementptr inbounds float, float* %a, i64 %indvars.iv, !dbg !7
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store float %mul, float* %arrayidx2, align 4, !dbg !7
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%indvars.iv.next = add i64 %indvars.iv, 1, !dbg !7
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%lftr.wideiv = trunc i64 %indvars.iv.next to i32, !dbg !7
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%exitcond = icmp eq i32 %lftr.wideiv, %n, !dbg !7
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br i1 %exitcond, label %for.end, label %for.body, !dbg !7
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for.end: ; preds = %for.body, %entry
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ret i32 undef, !dbg !8
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}
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; Make sure that we try to vectorize loops with a runtime check if the
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; dependency check fails.
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; CHECK-LABEL: test_runtime_check
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; CHECK: <4 x float>
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define void @test_runtime_check(float* %a, float %b, i64 %offset, i64 %offset2, i64 %n) {
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entry:
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br label %for.body
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for.body:
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%iv = phi i64 [ 0, %entry ], [ %iv.next, %for.body ]
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%ind.sum = add i64 %iv, %offset
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%arr.idx = getelementptr inbounds float, float* %a, i64 %ind.sum
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%l1 = load float, float* %arr.idx, align 4
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%ind.sum2 = add i64 %iv, %offset2
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%arr.idx2 = getelementptr inbounds float, float* %a, i64 %ind.sum2
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%l2 = load float, float* %arr.idx2, align 4
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%m = fmul fast float %b, %l2
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%ad = fadd fast float %l1, %m
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store float %ad, float* %arr.idx, align 4
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%iv.next = add nuw nsw i64 %iv, 1
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%exitcond = icmp eq i64 %iv.next, %n
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br i1 %exitcond, label %loopexit, label %for.body
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loopexit:
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ret void
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}
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; Check we do not generate runtime checks if we found a known dependence preventing
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; vectorization. In this case, it is a read of c[i-1] followed by a write of c[i].
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; The runtime checks would always fail.
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; void test_runtime_check2(float *a, float b, unsigned offset, unsigned offset2, unsigned n, float *c) {
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; for (unsigned i = 1; i < n; i++) {
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; a[i+o1] += a[i+o2] + b;
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; c[i] = c[i-1] + b;
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; }
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; }
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;
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; CHECK-LABEL: test_runtime_check2
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; CHECK-NOT: <4 x float>
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define void @test_runtime_check2(float* %a, float %b, i64 %offset, i64 %offset2, i64 %n, float* %c) {
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entry:
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br label %for.body
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for.body:
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%iv = phi i64 [ 0, %entry ], [ %iv.next, %for.body ]
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%ind.sum = add i64 %iv, %offset
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%arr.idx = getelementptr inbounds float, float* %a, i64 %ind.sum
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%l1 = load float, float* %arr.idx, align 4
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%ind.sum2 = add i64 %iv, %offset2
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%arr.idx2 = getelementptr inbounds float, float* %a, i64 %ind.sum2
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%l2 = load float, float* %arr.idx2, align 4
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%m = fmul fast float %b, %l2
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%ad = fadd fast float %l1, %m
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store float %ad, float* %arr.idx, align 4
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%c.ind = add i64 %iv, -1
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%c.idx = getelementptr inbounds float, float* %c, i64 %c.ind
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%lc = load float, float* %c.idx, align 4
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%vc = fadd float %lc, 1.0
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%c.idx2 = getelementptr inbounds float, float* %c, i64 %iv
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store float %vc, float* %c.idx2
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%iv.next = add nuw nsw i64 %iv, 1
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%exitcond = icmp eq i64 %iv.next, %n
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br i1 %exitcond, label %loopexit, label %for.body
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loopexit:
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ret void
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}
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; CHECK: !9 = !DILocation(line: 101, column: 1, scope: !{{.*}})
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define dso_local void @forced_optsize(i64* noalias nocapture readonly %x_p, i64* noalias nocapture readonly %y_p, i64* noalias nocapture %z_p) minsize optsize {
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;
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; FORCED_OPTSIZE: remark: <unknown>:0:0: loop not vectorized: runtime pointer checks needed. Enable vectorization of this loop with '#pragma clang loop vectorize(enable)' when compiling with -Os/-Oz
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; FORCED_OPTSIZE-LABEL: @forced_optsize(
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; FORCED_OPTSIZE-NOT: vector.body:
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;
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entry:
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br label %for.body
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for.cond.cleanup:
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ret void
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for.body:
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%indvars.iv = phi i64 [ 0, %entry ], [ %indvars.iv.next, %for.body ]
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%arrayidx = getelementptr inbounds i64, i64* %x_p, i64 %indvars.iv
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%0 = load i64, i64* %arrayidx, align 8
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%arrayidx2 = getelementptr inbounds i64, i64* %y_p, i64 %indvars.iv
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%1 = load i64, i64* %arrayidx2, align 8
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%add = add nsw i64 %1, %0
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%arrayidx4 = getelementptr inbounds i64, i64* %z_p, i64 %indvars.iv
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store i64 %add, i64* %arrayidx4, align 8
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%indvars.iv.next = add nuw nsw i64 %indvars.iv, 1
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%exitcond = icmp eq i64 %indvars.iv.next, 128
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br i1 %exitcond, label %for.cond.cleanup, label %for.body, !llvm.loop !12
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}
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!llvm.module.flags = !{!0, !1}
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!llvm.dbg.cu = !{!9}
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!0 = !{i32 2, !"Dwarf Version", i32 4}
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!1 = !{i32 2, !"Debug Info Version", i32 3}
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!2 = !{}
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!3 = !DISubroutineType(types: !2)
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!4 = !DIFile(filename: "test.cpp", directory: "/tmp")
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!5 = distinct !DISubprogram(name: "foo", scope: !4, file: !4, line: 99, type: !3, isLocal: false, isDefinition: true, scopeLine: 100, flags: DIFlagPrototyped, isOptimized: false, unit: !9, retainedNodes: !2)
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!6 = !DILocation(line: 100, column: 1, scope: !5)
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!7 = !DILocation(line: 101, column: 1, scope: !5)
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!8 = !DILocation(line: 102, column: 1, scope: !5)
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!9 = distinct !DICompileUnit(language: DW_LANG_C99, producer: "clang",
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file: !10,
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isOptimized: true, flags: "-O2",
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splitDebugFilename: "abc.debug", emissionKind: 2)
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!10 = !DIFile(filename: "path/to/file", directory: "/path/to/dir")
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!11 = !{i32 2, !"Debug Info Version", i32 3}
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!12 = distinct !{!12, !13, !14}
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!13 = !{!"llvm.loop.vectorize.width", i32 2}
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!14 = !{!"llvm.loop.vectorize.enable", i1 true}
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