| ; RUN: opt < %s -loop-vectorize -enable-vplan-native-path -debug-only=loop-vectorize -S 2>&1 | FileCheck %s |
| ; REQUIRES: asserts |
| |
| ; Verify that LV can handle explicit vectorization outer loops with uniform branches |
| ; but bails out on outer loops with divergent branches. |
| |
| ; Root C/C++ source code for the test cases |
| ; void foo(int *a, int *b, int N, int M) |
| ; { |
| ; int i, j; |
| ; #pragma clang loop vectorize(enable) vectorize_width(8) |
| ; for (i = 0; i < N; i++) { |
| ; // Tested conditional branch. COND will be replaced per test. |
| ; if (COND) |
| ; for (j = 0; j < M; j++) { |
| ; a[i*M+j] = b[i*M+j] * b[i*M+j]; |
| ; } |
| ; } |
| ; } |
| |
| ; Case 1 (COND => M == N): Outer loop with uniform conditional branch. |
| |
| ; CHECK-LABEL: uniform_branch |
| ; CHECK: LV: We can vectorize this outer loop! |
| |
| target datalayout = "e-m:e-i64:64-f80:128-n8:16:32:64-S128" |
| |
| define void @uniform_branch(i32* nocapture %a, i32* nocapture readonly %b, i32 %N, i32 %M) local_unnamed_addr { |
| entry: |
| %cmp39 = icmp sgt i32 %N, 0 |
| br i1 %cmp39, label %outer.ph, label %for.end19 |
| |
| outer.ph: ; preds = %entry |
| %cmp337 = icmp slt i32 %M, 1 |
| %0 = sext i32 %M to i64 |
| %N64 = zext i32 %N to i64 |
| %M64 = zext i32 %M to i64 |
| %cmp1 = icmp ne i32 %M, %N ; Uniform condition |
| %brmerge = or i1 %cmp1, %cmp337 ; Uniform condition |
| br label %outer.body |
| |
| outer.body: ; preds = %outer.inc, %outer.ph |
| %indvars.iv42 = phi i64 [ 0, %outer.ph ], [ %indvars.iv.next43, %outer.inc ] |
| %1 = mul nsw i64 %indvars.iv42, %0 |
| %arrayidx = getelementptr inbounds i32, i32* %b, i64 %1 |
| %2 = load i32, i32* %arrayidx, align 4, !tbaa !2 |
| br i1 %brmerge, label %outer.inc, label %inner.ph ; Supported uniform branch |
| |
| inner.ph: ; preds = %outer.body |
| br label %inner.body |
| |
| inner.body: ; preds = %inner.ph, %inner.body |
| %indvars.iv = phi i64 [ %indvars.iv.next, %inner.body ], [ 0, %inner.ph ] |
| %3 = add nsw i64 %indvars.iv, %1 |
| %arrayidx7 = getelementptr inbounds i32, i32* %b, i64 %3 |
| %4 = load i32, i32* %arrayidx7, align 4, !tbaa !2 |
| %mul12 = mul nsw i32 %4, %4 |
| %arrayidx16 = getelementptr inbounds i32, i32* %a, i64 %3 |
| store i32 %mul12, i32* %arrayidx16, align 4, !tbaa !2 |
| %indvars.iv.next = add nuw nsw i64 %indvars.iv, 1 |
| %exitcond = icmp eq i64 %indvars.iv.next, %M64 |
| br i1 %exitcond, label %outer.inc, label %inner.body |
| |
| outer.inc: ; preds = %inner.body, %outer.body |
| %indvars.iv.next43 = add nuw nsw i64 %indvars.iv42, 1 |
| %exitcond46 = icmp eq i64 %indvars.iv.next43, %N64 |
| br i1 %exitcond46, label %for.end19, label %outer.body, !llvm.loop !6 |
| |
| for.end19: ; preds = %outer.inc, %entry |
| ret void |
| } |
| |
| |
| ; Case 2 (COND => B[i * M] == 0): Outer loop with divergent conditional branch. |
| |
| ; CHECK-LABEL: divergent_branch |
| ; CHECK: Unsupported conditional branch. |
| ; CHECK: LV: Not vectorizing: Unsupported outer loop. |
| |
| target datalayout = "e-m:e-i64:64-f80:128-n8:16:32:64-S128" |
| |
| define void @divergent_branch(i32* nocapture %a, i32* nocapture readonly %b, i32 %N, i32 %M) local_unnamed_addr { |
| entry: |
| %cmp39 = icmp sgt i32 %N, 0 |
| br i1 %cmp39, label %outer.ph, label %for.end19 |
| |
| outer.ph: ; preds = %entry |
| %cmp337 = icmp slt i32 %M, 1 |
| %0 = sext i32 %M to i64 |
| %N64 = zext i32 %N to i64 |
| %M64 = zext i32 %M to i64 |
| br label %outer.body |
| |
| outer.body: ; preds = %outer.inc, %outer.ph |
| %indvars.iv42 = phi i64 [ 0, %outer.ph ], [ %indvars.iv.next43, %outer.inc ] |
| %1 = mul nsw i64 %indvars.iv42, %0 |
| %arrayidx = getelementptr inbounds i32, i32* %b, i64 %1 |
| %2 = load i32, i32* %arrayidx, align 4, !tbaa !2 |
| %cmp1 = icmp ne i32 %2, 0 ; Divergent condition |
| %brmerge = or i1 %cmp1, %cmp337 ; Divergent condition |
| br i1 %brmerge, label %outer.inc, label %inner.ph ; Unsupported divergent branch. |
| |
| inner.ph: ; preds = %outer.body |
| br label %inner.body |
| |
| inner.body: ; preds = %inner.ph, %inner.body |
| %indvars.iv = phi i64 [ %indvars.iv.next, %inner.body ], [ 0, %inner.ph ] |
| %3 = add nsw i64 %indvars.iv, %1 |
| %arrayidx7 = getelementptr inbounds i32, i32* %b, i64 %3 |
| %4 = load i32, i32* %arrayidx7, align 4, !tbaa !2 |
| %mul12 = mul nsw i32 %4, %4 |
| %arrayidx16 = getelementptr inbounds i32, i32* %a, i64 %3 |
| store i32 %mul12, i32* %arrayidx16, align 4, !tbaa !2 |
| %indvars.iv.next = add nuw nsw i64 %indvars.iv, 1 |
| %exitcond = icmp eq i64 %indvars.iv.next, %M64 |
| br i1 %exitcond, label %outer.inc, label %inner.body |
| |
| outer.inc: ; preds = %inner.body, %outer.body |
| %indvars.iv.next43 = add nuw nsw i64 %indvars.iv42, 1 |
| %exitcond46 = icmp eq i64 %indvars.iv.next43, %N64 |
| br i1 %exitcond46, label %for.end19, label %outer.body, !llvm.loop !6 |
| |
| for.end19: ; preds = %outer.inc, %entry |
| ret void |
| } |
| |
| !llvm.module.flags = !{!0} |
| !llvm.ident = !{!1} |
| |
| !0 = !{i32 1, !"wchar_size", i32 4} |
| !1 = !{!"clang version 6.0.0"} |
| !2 = !{!3, !3, i64 0} |
| !3 = !{!"int", !4, i64 0} |
| !4 = !{!"omnipotent char", !5, i64 0} |
| !5 = !{!"Simple C/C++ TBAA"} |
| !6 = distinct !{!6, !7, !8} |
| !7 = !{!"llvm.loop.vectorize.width", i32 8} |
| !8 = !{!"llvm.loop.vectorize.enable", i1 true} |