; LLVM IR from Sentdex/NNfSiX :: C (p006-Softmax-Activation)

; Unoptimized IR (clang -disable-llvm-passes):
target datalayout = "e-m:e-p270:32:32-p271:32:32-p272:64:64-i64:64-i128:128-f80:128-n8:16:32:64-S128"
target triple = "x86_64-unknown-linux-gnu"

%struct.layer_dense_t = type { ptr, ptr, ptr, i32, i32, ptr }

; Function Attrs: nocallback nofree nosync nounwind willreturn memory(argmem: readwrite)
declare void @llvm.lifetime.start.p0(i64 immarg, ptr nocapture) #0

; Function Attrs: nocallback nofree nosync nounwind willreturn memory(argmem: readwrite)
declare void @llvm.lifetime.end.p0(i64 immarg, ptr nocapture) #0

; Function Attrs: nounwind uwtable
define dso_local double @sum_softmax_layer_output(ptr noundef %0) #1 {
  %2 = alloca ptr, align 8
  %3 = alloca double, align 8
  %4 = alloca i32, align 4
  store ptr %0, ptr %2, align 8, !tbaa !5
  call void @llvm.lifetime.start.p0(i64 8, ptr %3) #2
  store double 0.000000e+00, ptr %3, align 8, !tbaa !9
  call void @llvm.lifetime.start.p0(i64 4, ptr %4) #2
  store i32 0, ptr %4, align 4, !tbaa !11
  store i32 0, ptr %4, align 4, !tbaa !11
  br label %5

5:                                                ; preds = %21, %1
  %6 = load i32, ptr %4, align 4, !tbaa !11
  %7 = load ptr, ptr %2, align 8, !tbaa !5
  %8 = getelementptr inbounds %struct.layer_dense_t, ptr %7, i32 0, i32 4
  %9 = load i32, ptr %8, align 4, !tbaa !13
  %10 = icmp slt i32 %6, %9
  br i1 %10, label %11, label %24

11:                                               ; preds = %5
  %12 = load ptr, ptr %2, align 8, !tbaa !5
  %13 = getelementptr inbounds %struct.layer_dense_t, ptr %12, i32 0, i32 2
  %14 = load ptr, ptr %13, align 8, !tbaa !15
  %15 = load i32, ptr %4, align 4, !tbaa !11
  %16 = sext i32 %15 to i64
  %17 = getelementptr inbounds double, ptr %14, i64 %16
  %18 = load double, ptr %17, align 8, !tbaa !9
  %19 = load double, ptr %3, align 8, !tbaa !9
  %20 = fadd double %19, %18
  store double %20, ptr %3, align 8, !tbaa !9
  br label %21

21:                                               ; preds = %11
  %22 = load i32, ptr %4, align 4, !tbaa !11
  %23 = add nsw i32 %22, 1
  store i32 %23, ptr %4, align 4, !tbaa !11
  br label %5, !llvm.loop !16

24:                                               ; preds = %5
  %25 = load double, ptr %3, align 8, !tbaa !9
  call void @llvm.lifetime.end.p0(i64 4, ptr %4) #2
  call void @llvm.lifetime.end.p0(i64 8, ptr %3) #2
  ret double %25
}

attributes #0 = { nocallback nofree nosync nounwind willreturn memory(argmem: readwrite) }
attributes #1 = { nounwind uwtable "min-legal-vector-width"="0" "no-trapping-math"="true" "stack-protector-buffer-size"="8" "target-cpu"="x86-64" "target-features"="+cmov,+cx8,+fxsr,+mmx,+sse,+sse2,+x87" "tune-cpu"="generic" }
attributes #2 = { nounwind }

!llvm.module.flags = !{!0, !1, !2, !3}
!llvm.ident = !{!4}

!0 = !{i32 1, !"wchar_size", i32 4}
!1 = !{i32 8, !"PIC Level", i32 2}
!2 = !{i32 7, !"PIE Level", i32 2}
!3 = !{i32 7, !"uwtable", i32 2}
!4 = !{!"clang version 19.1.0 (git@github.com:llvm/llvm-project.git a4bf6cd7cfb1a1421ba92bca9d017b49936c55e4)"}
!5 = !{!6, !6, i64 0}
!6 = !{!"any pointer", !7, i64 0}
!7 = !{!"omnipotent char", !8, i64 0}
!8 = !{!"Simple C/C++ TBAA"}
!9 = !{!10, !10, i64 0}
!10 = !{!"double", !7, i64 0}
!11 = !{!12, !12, i64 0}
!12 = !{!"int", !7, i64 0}
!13 = !{!14, !12, i64 28}
!14 = !{!"", !6, i64 0, !6, i64 8, !6, i64 16, !12, i64 24, !12, i64 28, !6, i64 32}
!15 = !{!14, !6, i64 16}
!16 = distinct !{!16, !17}
!17 = !{!"llvm.loop.mustprogress"}


; Optimized IR (opt -passes='default<O3>'):
target datalayout = "e-m:e-p270:32:32-p271:32:32-p272:64:64-i64:64-i128:128-f80:128-n8:16:32:64-S128"
target triple = "x86_64-unknown-linux-gnu"

; Function Attrs: nofree norecurse nosync nounwind memory(read, inaccessiblemem: none) uwtable
define dso_local double @sum_softmax_layer_output(ptr nocapture noundef readonly %0) local_unnamed_addr #0 {
  %2 = getelementptr inbounds i8, ptr %0, i64 28
  %3 = load i32, ptr %2, align 4, !tbaa !5
  %4 = icmp sgt i32 %3, 0
  br i1 %4, label %.lr.ph, label %._crit_edge

.lr.ph:                                           ; preds = %1
  %5 = getelementptr inbounds i8, ptr %0, i64 16
  %6 = load ptr, ptr %5, align 8, !tbaa !11
  %wide.trip.count = zext nneg i32 %3 to i64
  %xtraiter = and i64 %wide.trip.count, 7
  %7 = icmp ult i32 %3, 8
  br i1 %7, label %._crit_edge.loopexit.unr-lcssa, label %.lr.ph.new

.lr.ph.new:                                       ; preds = %.lr.ph
  %unroll_iter = and i64 %wide.trip.count, 2147483640
  br label %8

8:                                                ; preds = %8, %.lr.ph.new
  %indvars.iv = phi i64 [ 0, %.lr.ph.new ], [ %indvars.iv.next.7, %8 ]
  %.067 = phi double [ 0.000000e+00, %.lr.ph.new ], [ %32, %8 ]
  %niter = phi i64 [ 0, %.lr.ph.new ], [ %niter.next.7, %8 ]
  %9 = getelementptr inbounds double, ptr %6, i64 %indvars.iv
  %10 = load double, ptr %9, align 8, !tbaa !12
  %11 = fadd double %.067, %10
  %indvars.iv.next = or disjoint i64 %indvars.iv, 1
  %12 = getelementptr inbounds double, ptr %6, i64 %indvars.iv.next
  %13 = load double, ptr %12, align 8, !tbaa !12
  %14 = fadd double %11, %13
  %indvars.iv.next.1 = or disjoint i64 %indvars.iv, 2
  %15 = getelementptr inbounds double, ptr %6, i64 %indvars.iv.next.1
  %16 = load double, ptr %15, align 8, !tbaa !12
  %17 = fadd double %14, %16
  %indvars.iv.next.2 = or disjoint i64 %indvars.iv, 3
  %18 = getelementptr inbounds double, ptr %6, i64 %indvars.iv.next.2
  %19 = load double, ptr %18, align 8, !tbaa !12
  %20 = fadd double %17, %19
  %indvars.iv.next.3 = or disjoint i64 %indvars.iv, 4
  %21 = getelementptr inbounds double, ptr %6, i64 %indvars.iv.next.3
  %22 = load double, ptr %21, align 8, !tbaa !12
  %23 = fadd double %20, %22
  %indvars.iv.next.4 = or disjoint i64 %indvars.iv, 5
  %24 = getelementptr inbounds double, ptr %6, i64 %indvars.iv.next.4
  %25 = load double, ptr %24, align 8, !tbaa !12
  %26 = fadd double %23, %25
  %indvars.iv.next.5 = or disjoint i64 %indvars.iv, 6
  %27 = getelementptr inbounds double, ptr %6, i64 %indvars.iv.next.5
  %28 = load double, ptr %27, align 8, !tbaa !12
  %29 = fadd double %26, %28
  %indvars.iv.next.6 = or disjoint i64 %indvars.iv, 7
  %30 = getelementptr inbounds double, ptr %6, i64 %indvars.iv.next.6
  %31 = load double, ptr %30, align 8, !tbaa !12
  %32 = fadd double %29, %31
  %indvars.iv.next.7 = add nuw nsw i64 %indvars.iv, 8
  %niter.next.7 = add i64 %niter, 8
  %niter.ncmp.7 = icmp eq i64 %niter.next.7, %unroll_iter
  br i1 %niter.ncmp.7, label %._crit_edge.loopexit.unr-lcssa, label %8, !llvm.loop !14

._crit_edge.loopexit.unr-lcssa:                   ; preds = %8, %.lr.ph
  %.lcssa.ph = phi double [ poison, %.lr.ph ], [ %32, %8 ]
  %indvars.iv.unr = phi i64 [ 0, %.lr.ph ], [ %indvars.iv.next.7, %8 ]
  %.067.unr = phi double [ 0.000000e+00, %.lr.ph ], [ %32, %8 ]
  %lcmp.mod.not = icmp eq i64 %xtraiter, 0
  br i1 %lcmp.mod.not, label %._crit_edge, label %.epil.preheader

.epil.preheader:                                  ; preds = %._crit_edge.loopexit.unr-lcssa, %.epil.preheader
  %indvars.iv.epil = phi i64 [ %indvars.iv.next.epil, %.epil.preheader ], [ %indvars.iv.unr, %._crit_edge.loopexit.unr-lcssa ]
  %.067.epil = phi double [ %35, %.epil.preheader ], [ %.067.unr, %._crit_edge.loopexit.unr-lcssa ]
  %epil.iter = phi i64 [ %epil.iter.next, %.epil.preheader ], [ 0, %._crit_edge.loopexit.unr-lcssa ]
  %33 = getelementptr inbounds double, ptr %6, i64 %indvars.iv.epil
  %34 = load double, ptr %33, align 8, !tbaa !12
  %35 = fadd double %.067.epil, %34
  %indvars.iv.next.epil = add nuw nsw i64 %indvars.iv.epil, 1
  %epil.iter.next = add i64 %epil.iter, 1
  %epil.iter.cmp.not = icmp eq i64 %epil.iter.next, %xtraiter
  br i1 %epil.iter.cmp.not, label %._crit_edge, label %.epil.preheader, !llvm.loop !16

._crit_edge:                                      ; preds = %._crit_edge.loopexit.unr-lcssa, %.epil.preheader, %1
  %.06.lcssa = phi double [ 0.000000e+00, %1 ], [ %.lcssa.ph, %._crit_edge.loopexit.unr-lcssa ], [ %35, %.epil.preheader ]
  ret double %.06.lcssa
}

attributes #0 = { nofree norecurse nosync nounwind memory(read, inaccessiblemem: none) uwtable "min-legal-vector-width"="0" "no-trapping-math"="true" "stack-protector-buffer-size"="8" "target-cpu"="x86-64" "target-features"="+cmov,+cx8,+fxsr,+mmx,+sse,+sse2,+x87" "tune-cpu"="generic" }

!llvm.module.flags = !{!0, !1, !2, !3}
!llvm.ident = !{!4}

!0 = !{i32 1, !"wchar_size", i32 4}
!1 = !{i32 8, !"PIC Level", i32 2}
!2 = !{i32 7, !"PIE Level", i32 2}
!3 = !{i32 7, !"uwtable", i32 2}
!4 = !{!"clang version 19.1.0 (git@github.com:llvm/llvm-project.git a4bf6cd7cfb1a1421ba92bca9d017b49936c55e4)"}
!5 = !{!6, !10, i64 28}
!6 = !{!"", !7, i64 0, !7, i64 8, !7, i64 16, !10, i64 24, !10, i64 28, !7, i64 32}
!7 = !{!"any pointer", !8, i64 0}
!8 = !{!"omnipotent char", !9, i64 0}
!9 = !{!"Simple C/C++ TBAA"}
!10 = !{!"int", !8, i64 0}
!11 = !{!6, !7, i64 16}
!12 = !{!13, !13, i64 0}
!13 = !{!"double", !8, i64 0}
!14 = distinct !{!14, !15}
!15 = !{!"llvm.loop.mustprogress"}
!16 = distinct !{!16, !17}
!17 = !{!"llvm.loop.unroll.disable"}


; Effective O3 passes: GVNPass,GlobalOptPass,IndVarSimplifyPass,InferFunctionAttrsPass,InstCombinePass,InstSimplifyPass,JumpThreadingPass,LCSSAPass,LICMPass,LoopRotatePass,LoopSimplifyPass,LoopUnrollPass,PostOrderFunctionAttrsPass,SROAPass,SimplifyCFGPass