; RUN: opt < %s -loop-vectorize -mtriple aarch64-unknown-linux-gnu -enable-strict-reductions -S | FileCheck %s -check-prefix=CHECK define float @fadd_strict(float* noalias nocapture readonly %a, i64 %n) { ; CHECK-LABEL: @fadd_strict ; CHECK: vector.body: ; CHECK: %[[VEC_PHI:.*]] = phi float [ 0.000000e+00, %vector.ph ], [ %[[RDX:.*]], %vector.body ] ; CHECK: %[[LOAD:.*]] = load <8 x float>, <8 x float>* ; CHECK: %[[RDX]] = call float @llvm.vector.reduce.fadd.v8f32(float %[[VEC_PHI]], <8 x float> %[[LOAD]]) ; CHECK: for.end ; CHECK: %[[PHI:.*]] = phi float [ %[[SCALAR:.*]], %for.body ], [ %[[RDX]], %middle.block ] ; CHECK: ret float %[[PHI]] entry: br label %for.body for.body: %iv = phi i64 [ 0, %entry ], [ %iv.next, %for.body ] %sum.07 = phi float [ 0.000000e+00, %entry ], [ %add, %for.body ] %arrayidx = getelementptr inbounds float, float* %a, i64 %iv %0 = load float, float* %arrayidx, align 4 %add = fadd float %0, %sum.07 %iv.next = add nuw nsw i64 %iv, 1 %exitcond.not = icmp eq i64 %iv.next, %n br i1 %exitcond.not, label %for.end, label %for.body, !llvm.loop !0 for.end: ret float %add } define float @fadd_strict_unroll(float* noalias nocapture readonly %a, i64 %n) { ; CHECK-LABEL: @fadd_strict_unroll ; CHECK: vector.body: ; CHECK: %[[VEC_PHI1:.*]] = phi float [ 0.000000e+00, %vector.ph ], [ %[[RDX4:.*]], %vector.body ] ; CHECK-NOT: phi float [ 0.000000e+00, %vector.ph ], [ %[[RDX4]], %vector.body ] ; CHECK: %[[LOAD1:.*]] = load <8 x float>, <8 x float>* ; CHECK: %[[LOAD2:.*]] = load <8 x float>, <8 x float>* ; CHECK: %[[LOAD3:.*]] = load <8 x float>, <8 x float>* ; CHECK: %[[LOAD4:.*]] = load <8 x float>, <8 x float>* ; CHECK: %[[RDX1:.*]] = call float @llvm.vector.reduce.fadd.v8f32(float %[[VEC_PHI1]], <8 x float> %[[LOAD1]]) ; CHECK: %[[RDX2:.*]] = call float @llvm.vector.reduce.fadd.v8f32(float %[[RDX1]], <8 x float> %[[LOAD2]]) ; CHECK: %[[RDX3:.*]] = call float @llvm.vector.reduce.fadd.v8f32(float %[[RDX2]], <8 x float> %[[LOAD3]]) ; CHECK: %[[RDX4]] = call float @llvm.vector.reduce.fadd.v8f32(float %[[RDX3]], <8 x float> %[[LOAD4]]) ; CHECK: for.end ; CHECK: %[[PHI:.*]] = phi float [ %[[SCALAR:.*]], %for.body ], [ %[[RDX4]], %middle.block ] ; CHECK: ret float %[[PHI]] entry: br label %for.body for.body: %iv = phi i64 [ 0, %entry ], [ %iv.next, %for.body ] %sum.07 = phi float [ 0.000000e+00, %entry ], [ %add, %for.body ] %arrayidx = getelementptr inbounds float, float* %a, i64 %iv %0 = load float, float* %arrayidx, align 4 %add = fadd float %0, %sum.07 %iv.next = add nuw nsw i64 %iv, 1 %exitcond.not = icmp eq i64 %iv.next, %n br i1 %exitcond.not, label %for.end, label %for.body, !llvm.loop !1 for.end: ret float %add } ; An additional test for unrolling where we need the last value of the reduction, i.e: ; float sum = 0, sum2; ; for(int i=0; i, <8 x float>* ; CHECK: %[[LOAD2:.*]] = load <8 x float>, <8 x float>* ; CHECK: %[[LOAD3:.*]] = load <8 x float>, <8 x float>* ; CHECK: %[[LOAD4:.*]] = load <8 x float>, <8 x float>* ; CHECK: %[[RDX1:.*]] = call float @llvm.vector.reduce.fadd.v8f32(float %[[VEC_PHI1]], <8 x float> %[[LOAD1]]) ; CHECK: %[[RDX2:.*]] = call float @llvm.vector.reduce.fadd.v8f32(float %[[RDX1]], <8 x float> %[[LOAD2]]) ; CHECK: %[[RDX3:.*]] = call float @llvm.vector.reduce.fadd.v8f32(float %[[RDX2]], <8 x float> %[[LOAD3]]) ; CHECK: %[[RDX4]] = call float @llvm.vector.reduce.fadd.v8f32(float %[[RDX3]], <8 x float> %[[LOAD4]]) ; CHECK: for.body ; CHECK: %[[SUM_PHI:.*]] = phi float [ %[[FADD:.*]], %for.body ], [ {{.*}}, %scalar.ph ] ; CHECK: %[[LOAD5:.*]] = load float, float* ; CHECK: %[[FADD]] = fadd float %[[SUM_PHI]], %[[LOAD5]] ; CHECK: for.cond.cleanup ; CHECK: %[[FADD_LCSSA:.*]] = phi float [ %[[FADD]], %for.body ], [ %[[RDX4]], %middle.block ] ; CHECK: %[[FADD_42:.*]] = fadd float %[[FADD_LCSSA]], 4.200000e+01 ; CHECK: store float %[[FADD_42]], float* %b ; CHECK: for.end ; CHECK: %[[SUM_LCSSA:.*]] = phi float [ %[[FADD_LCSSA]], %for.cond.cleanup ], [ 0.000000e+00, %entry ] ; CHECK: ret float %[[SUM_LCSSA]] entry: %cmp = icmp sgt i64 %n, 0 br i1 %cmp, label %for.body, label %for.end for.body: %iv = phi i64 [ 0, %entry ], [ %iv.next, %for.body ] %sum = phi float [ 0.000000e+00, %entry ], [ %fadd, %for.body ] %arrayidx = getelementptr inbounds float, float* %a, i64 %iv %0 = load float, float* %arrayidx, align 4 %fadd = fadd float %sum, %0 %iv.next = add nuw nsw i64 %iv, 1 %exitcond.not = icmp eq i64 %iv.next, %n br i1 %exitcond.not, label %for.cond.cleanup, label %for.body, !llvm.loop !1 for.cond.cleanup: %fadd.lcssa = phi float [ %fadd, %for.body ] %fadd2 = fadd float %fadd.lcssa, 4.200000e+01 store float %fadd2, float* %b, align 4 br label %for.end for.end: %sum.lcssa = phi float [ %fadd.lcssa, %for.cond.cleanup ], [ 0.000000e+00, %entry ] ret float %sum.lcssa } define void @fadd_strict_interleave(float* noalias nocapture readonly %a, float* noalias nocapture readonly %b, i64 %n) { ; CHECK-LABEL: @fadd_strict_interleave ; CHECK: entry ; CHECK: %[[ARRAYIDX:.*]] = getelementptr inbounds float, float* %a, i64 1 ; CHECK: %[[LOAD1:.*]] = load float, float* %a ; CHECK: %[[LOAD2:.*]] = load float, float* %[[ARRAYIDX]] ; CHECK: vector.body ; CHECK: %[[VEC_PHI1:.*]] = phi float [ %[[LOAD2]], %vector.ph ], [ %[[RDX2:.*]], %vector.body ] ; CHECK: %[[VEC_PHI2:.*]] = phi float [ %[[LOAD1]], %vector.ph ], [ %[[RDX1:.*]], %vector.body ] ; CHECK: %[[WIDE_LOAD:.*]] = load <8 x float>, <8 x float>* ; CHECK: %[[STRIDED1:.*]] = shufflevector <8 x float> %[[WIDE_LOAD]], <8 x float> poison, <4 x i32> ; CHECK: %[[STRIDED2:.*]] = shufflevector <8 x float> %[[WIDE_LOAD]], <8 x float> poison, <4 x i32> ; CHECK: %[[RDX1]] = call float @llvm.vector.reduce.fadd.v4f32(float %[[VEC_PHI2]], <4 x float> %[[STRIDED1]]) ; CHECK: %[[RDX2]] = call float @llvm.vector.reduce.fadd.v4f32(float %[[VEC_PHI1]], <4 x float> %[[STRIDED2]]) ; CHECK: for.end ; CHECK ret void entry: %arrayidxa = getelementptr inbounds float, float* %a, i64 1 %a1 = load float, float* %a, align 4 %a2 = load float, float* %arrayidxa, align 4 br label %for.body for.body: %add.phi1 = phi float [ %a2, %entry ], [ %add2, %for.body ] %add.phi2 = phi float [ %a1, %entry ], [ %add1, %for.body ] %iv = phi i64 [ 0, %entry ], [ %iv.next, %for.body ] %arrayidxb1 = getelementptr inbounds float, float* %b, i64 %iv %0 = load float, float* %arrayidxb1, align 4 %add1 = fadd float %0, %add.phi2 %or = or i64 %iv, 1 %arrayidxb2 = getelementptr inbounds float, float* %b, i64 %or %1 = load float, float* %arrayidxb2, align 4 %add2 = fadd float %1, %add.phi1 %iv.next = add nuw nsw i64 %iv, 2 %exitcond.not = icmp eq i64 %iv.next, %n br i1 %exitcond.not, label %for.end, label %for.body, !llvm.loop !2 for.end: store float %add1, float* %a, align 4 store float %add2, float* %arrayidxa, align 4 ret void } define float @fadd_invariant(float* noalias nocapture readonly %a, float* noalias nocapture readonly %b, i64 %n) { ; CHECK-LABEL: @fadd_invariant ; CHECK: vector.body ; CHECK: %[[VEC_PHI1:.*]] = phi float [ 0.000000e+00, %vector.ph ], [ %[[RDX:.*]], %vector.body ] ; CHECK: %[[LOAD1:.*]] = load <4 x float>, <4 x float>* ; CHECK: %[[LOAD2:.*]] = load <4 x float>, <4 x float>* ; CHECK: %[[ADD:.*]] = fadd <4 x float> %[[LOAD1]], %[[LOAD2]] ; CHECK: %[[RDX]] = call float @llvm.vector.reduce.fadd.v4f32(float %[[VEC_PHI1]], <4 x float> %[[ADD]]) ; CHECK: for.end.loopexit ; CHECK: %[[EXIT_PHI:.*]] = phi float [ %[[SCALAR:.*]], %for.body ], [ %[[RDX]], %middle.block ] ; CHECK: for.end ; CHECK: %[[PHI:.*]] = phi float [ 0.000000e+00, %entry ], [ %[[EXIT_PHI]], %for.end.loopexit ] ; CHECK: ret float %[[PHI]] entry: %arrayidx = getelementptr inbounds float, float* %a, i64 1 %0 = load float, float* %arrayidx, align 4 %cmp1 = fcmp ogt float %0, 5.000000e-01 br i1 %cmp1, label %for.body, label %for.end for.body: ; preds = %for.body %iv = phi i64 [ 0, %entry ], [ %iv.next, %for.body ] %res.014 = phi float [ 0.000000e+00, %entry ], [ %rdx, %for.body ] %arrayidx2 = getelementptr inbounds float, float* %a, i64 %iv %1 = load float, float* %arrayidx2, align 4 %arrayidx4 = getelementptr inbounds float, float* %b, i64 %iv %2 = load float, float* %arrayidx4, align 4 %add = fadd float %1, %2 %rdx = fadd float %res.014, %add %iv.next = add nuw nsw i64 %iv, 1 %exitcond.not = icmp eq i64 %iv.next, %n br i1 %exitcond.not, label %for.end, label %for.body, !llvm.loop !2 for.end: ; preds = %for.body, %entry %res = phi float [ 0.000000e+00, %entry ], [ %rdx, %for.body ] ret float %res } define float @fadd_conditional(float* noalias nocapture readonly %a, float* noalias nocapture readonly %b, i64 %n) { ; CHECK-LABEL: @fadd_conditional ; CHECK: vector.body: ; CHECK: %[[PHI:.*]] = phi float [ 1.000000e+00, %vector.ph ], [ %[[RDX:.*]], %pred.load.continue6 ] ; CHECK: %[[LOAD1:.*]] = load <4 x float>, <4 x float>* ; CHECK: %[[FCMP1:.*]] = fcmp une <4 x float> %[[LOAD1]], zeroinitializer ; CHECK: %[[EXTRACT:.*]] = extractelement <4 x i1> %[[FCMP1]], i32 0 ; CHECK: br i1 %[[EXTRACT]], label %pred.load.if, label %pred.load.continue ; CHECK: pred.load.continue6 ; CHECK: %[[PHI1:.*]] = phi <4 x float> [ %[[PHI0:.*]], %pred.load.continue4 ], [ %[[INS_ELT:.*]], %pred.load.if5 ] ; CHECK: %[[XOR:.*]] = xor <4 x i1> %[[FCMP1]], ; CHECK: %[[PRED:.*]] = select <4 x i1> %[[XOR]], <4 x float> , <4 x float> %[[PHI1]] ; CHECK: %[[RDX]] = call float @llvm.vector.reduce.fadd.v4f32(float %[[PHI]], <4 x float> %[[PRED]]) ; CHECK: for.body ; CHECK: %[[RES_PHI:.*]] = phi float [ %[[MERGE_RDX:.*]], %scalar.ph ], [ %[[FADD:.*]], %for.inc ] ; CHECK: %[[LOAD2:.*]] = load float, float* ; CHECK: %[[FCMP2:.*]] = fcmp une float %[[LOAD2]], 0.000000e+00 ; CHECK: br i1 %[[FCMP2]], label %if.then, label %for.inc ; CHECK: if.then ; CHECK: %[[LOAD3:.*]] = load float, float* ; CHECK: br label %for.inc ; CHECK: for.inc ; CHECK: %[[PHI2:.*]] = phi float [ %[[LOAD3]], %if.then ], [ 3.000000e+00, %for.body ] ; CHECK: %[[FADD]] = fadd float %[[RES_PHI]], %[[PHI2]] ; CHECK: for.end ; CHECK: %[[RDX_PHI:.*]] = phi float [ %[[FADD]], %for.inc ], [ %[[RDX]], %middle.block ] ; CHECK: ret float %[[RDX_PHI]] entry: br label %for.body for.body: ; preds = %for.body %iv = phi i64 [ 0, %entry ], [ %iv.next, %for.inc ] %res = phi float [ 1.000000e+00, %entry ], [ %fadd, %for.inc ] %arrayidx = getelementptr inbounds float, float* %b, i64 %iv %0 = load float, float* %arrayidx, align 4 %tobool = fcmp une float %0, 0.000000e+00 br i1 %tobool, label %if.then, label %for.inc if.then: ; preds = %for.body %arrayidx2 = getelementptr inbounds float, float* %a, i64 %iv %1 = load float, float* %arrayidx2, align 4 br label %for.inc for.inc: %phi = phi float [ %1, %if.then ], [ 3.000000e+00, %for.body ] %fadd = fadd float %res, %phi %iv.next = add nuw nsw i64 %iv, 1 %exitcond.not = icmp eq i64 %iv.next, %n br i1 %exitcond.not, label %for.end, label %for.body, !llvm.loop !2 for.end: %rdx = phi float [ %fadd, %for.inc ] ret float %rdx } ; Test to check masking correct, using the "llvm.loop.vectorize.predicate.enable" attribute define float @fadd_predicated(float* noalias nocapture %a, i64 %n) { ; CHECK-LABEL: @fadd_predicated ; CHECK: vector.ph ; CHECK: %[[TRIP_MINUS_ONE:.*]] = sub i64 %n, 1 ; CHECK: %[[BROADCAST_INS:.*]] = insertelement <2 x i64> poison, i64 %[[TRIP_MINUS_ONE]], i32 0 ; CHECK: %[[SPLAT:.*]] = shufflevector <2 x i64> %[[BROADCAST_INS]], <2 x i64> poison, <2 x i32> zeroinitializer ; CHECK: vector.body ; CHECK: %[[RDX_PHI:.*]] = phi float [ 0.000000e+00, %vector.ph ], [ %[[RDX:.*]], %pred.load.continue2 ] ; CHECK: pred.load.continue2 ; CHECK: %[[PHI:.*]] = phi <2 x float> [ %[[PHI0:.*]], %pred.load.continue ], [ %[[INS_ELT:.*]], %pred.load.if1 ] ; CHECK: %[[MASK:.*]] = select <2 x i1> %0, <2 x float> %[[PHI]], <2 x float> ; CHECK: %[[RDX]] = call float @llvm.vector.reduce.fadd.v2f32(float %[[RDX_PHI]], <2 x float> %[[MASK]]) ; CHECK: for.end: ; CHECK: %[[RES_PHI:.*]] = phi float [ %[[FADD:.*]], %for.body ], [ %[[RDX]], %middle.block ] ; CHECK: ret float %[[RES_PHI]] entry: br label %for.body for.body: ; preds = %entry, %for.body %iv = phi i64 [ %iv.next, %for.body ], [ 0, %entry ] %sum.02 = phi float [ %l7, %for.body ], [ 0.000000e+00, %entry ] %l2 = getelementptr inbounds float, float* %a, i64 %iv %l3 = load float, float* %l2, align 4 %l7 = fadd float %sum.02, %l3 %iv.next = add i64 %iv, 1 %exitcond = icmp eq i64 %iv.next, %n br i1 %exitcond, label %for.end, label %for.body, !llvm.loop !3 for.end: ; preds = %for.body %sum.0.lcssa = phi float [ %l7, %for.body ] ret float %sum.0.lcssa } ; Negative test - loop contains multiple fadds which we cannot safely reorder define float @fadd_multiple(float* noalias nocapture %a, float* noalias nocapture %b, i64 %n) { ; CHECK-LABEL: @fadd_multiple ; CHECK: vector.body ; CHECK: %[[PHI:.*]] = phi <8 x float> [ , %vector.ph ], [ %[[VEC_FADD2:.*]], %vector.body ] ; CHECK: %[[VEC_LOAD1:.*]] = load <8 x float>, <8 x float> ; CHECK: %[[VEC_FADD1:.*]] = fadd <8 x float> %[[PHI]], %[[VEC_LOAD1]] ; CHECK: %[[VEC_LOAD2:.*]] = load <8 x float>, <8 x float> ; CHECK: %[[VEC_FADD2]] = fadd <8 x float> %[[VEC_FADD1]], %[[VEC_LOAD2]] ; CHECK: middle.block ; CHECK: %[[RDX:.*]] = call float @llvm.vector.reduce.fadd.v8f32(float -0.000000e+00, <8 x float> %[[VEC_FADD2]]) ; CHECK: for.body ; CHECK: %[[SUM:.*]] = phi float [ %bc.merge.rdx, %scalar.ph ], [ %[[FADD2:.*]], %for.body ] ; CHECK: %[[LOAD1:.*]] = load float, float* ; CHECK: %[[FADD1:.*]] = fadd float %sum, %[[LOAD1]] ; CHECK: %[[LOAD2:.*]] = load float, float* ; CHECK: %[[FADD2]] = fadd float %[[FADD1]], %[[LOAD2]] ; CHECK: for.end ; CHECK: %[[RET:.*]] = phi float [ %[[FADD2]], %for.body ], [ %[[RDX]], %middle.block ] ; CHECK: ret float %[[RET]] entry: br label %for.body for.body: ; preds = %entry, %for.body %iv = phi i64 [ 0, %entry ], [ %iv.next, %for.body ] %sum = phi float [ -0.000000e+00, %entry ], [ %add3, %for.body ] %arrayidx = getelementptr inbounds float, float* %a, i64 %iv %0 = load float, float* %arrayidx, align 4 %add = fadd float %sum, %0 %arrayidx2 = getelementptr inbounds float, float* %b, i64 %iv %1 = load float, float* %arrayidx2, align 4 %add3 = fadd float %add, %1 %iv.next = add nuw nsw i64 %iv, 1 %exitcond.not = icmp eq i64 %iv.next, %n br i1 %exitcond.not, label %for.end, label %for.body, !llvm.loop !0 for.end: ; preds = %for.body %rdx = phi float [ %add3, %for.body ] ret float %rdx } !0 = distinct !{!0, !4, !7, !9} !1 = distinct !{!1, !4, !8, !9} !2 = distinct !{!2, !5, !7, !9} !3 = distinct !{!3, !6, !7, !9, !10} !4 = !{!"llvm.loop.vectorize.width", i32 8} !5 = !{!"llvm.loop.vectorize.width", i32 4} !6 = !{!"llvm.loop.vectorize.width", i32 2} !7 = !{!"llvm.loop.interleave.count", i32 1} !8 = !{!"llvm.loop.interleave.count", i32 4} !9 = !{!"llvm.loop.vectorize.enable", i1 true} !10 = !{!"llvm.loop.vectorize.predicate.enable", i1 true}