; NOTE: Assertions have been autogenerated by utils/update_test_checks.py UTC_ARGS: --check-globals none --filter-out-after "^scalar.ph" --version 6 ; RUN: opt -S -passes=loop-vectorize -enable-vplan-native-path < %s | FileCheck %s ; Test coverage for contiguous access detection in outer loop vectorization. ; Tests various stride and type combinations. ; --- stride-1 float load --- ; for (i = 0; i < N; i++) ; for (j = 0; j < M; j++) ; A[i * M + j] *= scale[i]; ; ; scale[i] is a stride-1 access w.r.t. the outer loop IV. define void @scale_rows(ptr noalias %A, ptr noalias %scale, i64 %N, i64 %M) { ; CHECK-LABEL: define void @scale_rows( ; CHECK-SAME: ptr noalias [[A:%.*]], ptr noalias [[SCALE:%.*]], i64 [[N:%.*]], i64 [[M:%.*]]) { ; CHECK-NEXT: [[ENTRY:.*:]] ; CHECK-NEXT: [[CMP_OUTER:%.*]] = icmp sgt i64 [[N]], 0 ; CHECK-NEXT: br i1 [[CMP_OUTER]], label %[[OUTER_PH:.*]], [[EXIT:label %.*]] ; CHECK: [[OUTER_PH]]: ; CHECK-NEXT: [[CMP_INNER:%.*]] = icmp sgt i64 [[M]], 0 ; CHECK-NEXT: [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], 4 ; CHECK-NEXT: br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]] ; CHECK: [[VECTOR_PH]]: ; CHECK-NEXT: [[N_MOD_VF:%.*]] = urem i64 [[N]], 4 ; CHECK-NEXT: [[N_VEC:%.*]] = sub i64 [[N]], [[N_MOD_VF]] ; CHECK-NEXT: [[BROADCAST_SPLATINSERT:%.*]] = insertelement <4 x i64> poison, i64 [[M]], i64 0 ; CHECK-NEXT: [[BROADCAST_SPLAT:%.*]] = shufflevector <4 x i64> [[BROADCAST_SPLATINSERT]], <4 x i64> poison, <4 x i32> zeroinitializer ; CHECK-NEXT: br label %[[VECTOR_BODY:.*]] ; CHECK: [[VECTOR_BODY]]: ; CHECK-NEXT: [[INDEX:%.*]] = phi i64 [ 0, %[[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], %[[VECTOR_LATCH:.*]] ] ; CHECK-NEXT: [[VEC_IND:%.*]] = phi <4 x i64> [ , %[[VECTOR_PH]] ], [ [[VEC_IND_NEXT:%.*]], %[[VECTOR_LATCH]] ] ; CHECK-NEXT: [[TMP0:%.*]] = getelementptr inbounds float, ptr [[SCALE]], <4 x i64> [[VEC_IND]] ; CHECK-NEXT: [[WIDE_MASKED_GATHER:%.*]] = call <4 x float> @llvm.masked.gather.v4f32.v4p0(<4 x ptr> align 4 [[TMP0]], <4 x i1> splat (i1 true), <4 x float> poison) ; CHECK-NEXT: br i1 [[CMP_INNER]], label %[[INNER_PH1:.*]], label %[[VECTOR_LATCH]] ; CHECK: [[INNER_PH1]]: ; CHECK-NEXT: [[TMP1:%.*]] = mul nsw <4 x i64> [[VEC_IND]], [[BROADCAST_SPLAT]] ; CHECK-NEXT: br label %[[INNER_BODY2:.*]] ; CHECK: [[INNER_BODY2]]: ; CHECK-NEXT: [[TMP2:%.*]] = phi <4 x i64> [ zeroinitializer, %[[INNER_PH1]] ], [ [[TMP6:%.*]], %[[INNER_BODY2]] ] ; CHECK-NEXT: [[TMP3:%.*]] = add nsw <4 x i64> [[TMP1]], [[TMP2]] ; CHECK-NEXT: [[TMP4:%.*]] = getelementptr inbounds float, ptr [[A]], <4 x i64> [[TMP3]] ; CHECK-NEXT: [[WIDE_MASKED_GATHER3:%.*]] = call <4 x float> @llvm.masked.gather.v4f32.v4p0(<4 x ptr> align 4 [[TMP4]], <4 x i1> splat (i1 true), <4 x float> poison) ; CHECK-NEXT: [[TMP5:%.*]] = fmul <4 x float> [[WIDE_MASKED_GATHER3]], [[WIDE_MASKED_GATHER]] ; CHECK-NEXT: call void @llvm.masked.scatter.v4f32.v4p0(<4 x float> [[TMP5]], <4 x ptr> align 4 [[TMP4]], <4 x i1> splat (i1 true)) ; CHECK-NEXT: [[TMP6]] = add nuw nsw <4 x i64> [[TMP2]], splat (i64 1) ; CHECK-NEXT: [[TMP7:%.*]] = icmp eq <4 x i64> [[TMP6]], [[BROADCAST_SPLAT]] ; CHECK-NEXT: [[TMP8:%.*]] = extractelement <4 x i1> [[TMP7]], i64 0 ; CHECK-NEXT: br i1 [[TMP8]], label %[[OUTER_LATCH_LOOPEXIT4:.*]], label %[[INNER_BODY2]] ; CHECK: [[OUTER_LATCH_LOOPEXIT4]]: ; CHECK-NEXT: br label %[[VECTOR_LATCH]] ; CHECK: [[VECTOR_LATCH]]: ; CHECK-NEXT: [[INDEX_NEXT]] = add nuw i64 [[INDEX]], 4 ; CHECK-NEXT: [[VEC_IND_NEXT]] = add nuw nsw <4 x i64> [[VEC_IND]], splat (i64 4) ; CHECK-NEXT: [[TMP9:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]] ; CHECK-NEXT: br i1 [[TMP9]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP0:![0-9]+]] ; CHECK: [[MIDDLE_BLOCK]]: ; CHECK-NEXT: [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]] ; CHECK-NEXT: br i1 [[CMP_N]], [[EXIT_LOOPEXIT:label %.*]], label %[[SCALAR_PH]] ; CHECK: [[SCALAR_PH]]: ; entry: %cmp.outer = icmp sgt i64 %N, 0 br i1 %cmp.outer, label %outer.ph, label %exit outer.ph: %cmp.inner = icmp sgt i64 %M, 0 br label %outer.header outer.header: %i = phi i64 [ 0, %outer.ph ], [ %i.next, %outer.latch ] %scale.ptr = getelementptr inbounds float, ptr %scale, i64 %i %scale.val = load float, ptr %scale.ptr, align 4 br i1 %cmp.inner, label %inner.ph, label %outer.latch inner.ph: %i.mul.M = mul nsw i64 %i, %M br label %inner.body inner.body: %j = phi i64 [ 0, %inner.ph ], [ %j.next, %inner.body ] %idx = add nsw i64 %i.mul.M, %j %A.ptr = getelementptr inbounds float, ptr %A, i64 %idx %A.val = load float, ptr %A.ptr, align 4 %mul = fmul float %A.val, %scale.val store float %mul, ptr %A.ptr, align 4 %j.next = add nuw nsw i64 %j, 1 %j.cmp = icmp eq i64 %j.next, %M br i1 %j.cmp, label %outer.latch, label %inner.body outer.latch: %i.next = add nuw nsw i64 %i, 1 %i.cmp = icmp eq i64 %i.next, %N br i1 %i.cmp, label %exit, label %outer.header, !llvm.loop !0 exit: ret void } ; --- stride-2 float load (NOT contiguous) --- ; for (i = 0; i < N; i++) ; for (j = 0; j < M; j++) ; A[i*M+j] *= scale[2*i]; ; ; scale[2*i] has stride 2*sizeof(float) = 8 bytes, not matching ; sizeof(float) = 4. Should remain a gather. define void @stride2_float_load(ptr noalias %A, ptr noalias %scale, i64 %N, i64 %M) { ; CHECK-LABEL: define void @stride2_float_load( ; CHECK-SAME: ptr noalias [[A:%.*]], ptr noalias [[SCALE:%.*]], i64 [[N:%.*]], i64 [[M:%.*]]) { ; CHECK-NEXT: [[ENTRY:.*:]] ; CHECK-NEXT: [[CMP_OUTER:%.*]] = icmp sgt i64 [[N]], 0 ; CHECK-NEXT: br i1 [[CMP_OUTER]], label %[[OUTER_PH:.*]], [[EXIT:label %.*]] ; CHECK: [[OUTER_PH]]: ; CHECK-NEXT: [[CMP_INNER:%.*]] = icmp sgt i64 [[M]], 0 ; CHECK-NEXT: [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], 4 ; CHECK-NEXT: br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]] ; CHECK: [[VECTOR_PH]]: ; CHECK-NEXT: [[N_MOD_VF:%.*]] = urem i64 [[N]], 4 ; CHECK-NEXT: [[N_VEC:%.*]] = sub i64 [[N]], [[N_MOD_VF]] ; CHECK-NEXT: [[BROADCAST_SPLATINSERT:%.*]] = insertelement <4 x i64> poison, i64 [[M]], i64 0 ; CHECK-NEXT: [[BROADCAST_SPLAT:%.*]] = shufflevector <4 x i64> [[BROADCAST_SPLATINSERT]], <4 x i64> poison, <4 x i32> zeroinitializer ; CHECK-NEXT: br label %[[VECTOR_BODY:.*]] ; CHECK: [[VECTOR_BODY]]: ; CHECK-NEXT: [[INDEX:%.*]] = phi i64 [ 0, %[[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], %[[VECTOR_LATCH:.*]] ] ; CHECK-NEXT: [[VEC_IND:%.*]] = phi <4 x i64> [ , %[[VECTOR_PH]] ], [ [[VEC_IND_NEXT:%.*]], %[[VECTOR_LATCH]] ] ; CHECK-NEXT: [[TMP0:%.*]] = shl nuw nsw <4 x i64> [[VEC_IND]], splat (i64 1) ; CHECK-NEXT: [[TMP1:%.*]] = getelementptr inbounds float, ptr [[SCALE]], <4 x i64> [[TMP0]] ; CHECK-NEXT: [[WIDE_MASKED_GATHER:%.*]] = call <4 x float> @llvm.masked.gather.v4f32.v4p0(<4 x ptr> align 4 [[TMP1]], <4 x i1> splat (i1 true), <4 x float> poison) ; CHECK-NEXT: br i1 [[CMP_INNER]], label %[[INNER_PH1:.*]], label %[[VECTOR_LATCH]] ; CHECK: [[INNER_PH1]]: ; CHECK-NEXT: [[TMP2:%.*]] = mul nsw <4 x i64> [[VEC_IND]], [[BROADCAST_SPLAT]] ; CHECK-NEXT: br label %[[INNER_BODY2:.*]] ; CHECK: [[INNER_BODY2]]: ; CHECK-NEXT: [[TMP3:%.*]] = phi <4 x i64> [ zeroinitializer, %[[INNER_PH1]] ], [ [[TMP7:%.*]], %[[INNER_BODY2]] ] ; CHECK-NEXT: [[TMP4:%.*]] = add nsw <4 x i64> [[TMP2]], [[TMP3]] ; CHECK-NEXT: [[TMP5:%.*]] = getelementptr inbounds float, ptr [[A]], <4 x i64> [[TMP4]] ; CHECK-NEXT: [[WIDE_MASKED_GATHER3:%.*]] = call <4 x float> @llvm.masked.gather.v4f32.v4p0(<4 x ptr> align 4 [[TMP5]], <4 x i1> splat (i1 true), <4 x float> poison) ; CHECK-NEXT: [[TMP6:%.*]] = fmul <4 x float> [[WIDE_MASKED_GATHER3]], [[WIDE_MASKED_GATHER]] ; CHECK-NEXT: call void @llvm.masked.scatter.v4f32.v4p0(<4 x float> [[TMP6]], <4 x ptr> align 4 [[TMP5]], <4 x i1> splat (i1 true)) ; CHECK-NEXT: [[TMP7]] = add nuw nsw <4 x i64> [[TMP3]], splat (i64 1) ; CHECK-NEXT: [[TMP8:%.*]] = icmp eq <4 x i64> [[TMP7]], [[BROADCAST_SPLAT]] ; CHECK-NEXT: [[TMP9:%.*]] = extractelement <4 x i1> [[TMP8]], i64 0 ; CHECK-NEXT: br i1 [[TMP9]], label %[[OUTER_LATCH_LOOPEXIT4:.*]], label %[[INNER_BODY2]] ; CHECK: [[OUTER_LATCH_LOOPEXIT4]]: ; CHECK-NEXT: br label %[[VECTOR_LATCH]] ; CHECK: [[VECTOR_LATCH]]: ; CHECK-NEXT: [[INDEX_NEXT]] = add nuw i64 [[INDEX]], 4 ; CHECK-NEXT: [[VEC_IND_NEXT]] = add nuw nsw <4 x i64> [[VEC_IND]], splat (i64 4) ; CHECK-NEXT: [[TMP10:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]] ; CHECK-NEXT: br i1 [[TMP10]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP4:![0-9]+]] ; CHECK: [[MIDDLE_BLOCK]]: ; CHECK-NEXT: [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]] ; CHECK-NEXT: br i1 [[CMP_N]], [[EXIT_LOOPEXIT:label %.*]], label %[[SCALAR_PH]] ; CHECK: [[SCALAR_PH]]: ; entry: %cmp.outer = icmp sgt i64 %N, 0 br i1 %cmp.outer, label %outer.ph, label %exit outer.ph: %cmp.inner = icmp sgt i64 %M, 0 br label %outer.header outer.header: %i = phi i64 [ 0, %outer.ph ], [ %i.next, %outer.latch ] %i2 = shl nuw nsw i64 %i, 1 %scale.ptr = getelementptr inbounds float, ptr %scale, i64 %i2 %scale.val = load float, ptr %scale.ptr, align 4 br i1 %cmp.inner, label %inner.ph, label %outer.latch inner.ph: %i.mul.M = mul nsw i64 %i, %M br label %inner.body inner.body: %j = phi i64 [ 0, %inner.ph ], [ %j.next, %inner.body ] %idx = add nsw i64 %i.mul.M, %j %A.ptr = getelementptr inbounds float, ptr %A, i64 %idx %A.val = load float, ptr %A.ptr, align 4 %mul = fmul float %A.val, %scale.val store float %mul, ptr %A.ptr, align 4 %j.next = add nuw nsw i64 %j, 1 %j.cmp = icmp eq i64 %j.next, %M br i1 %j.cmp, label %outer.latch, label %inner.body outer.latch: %i.next = add nuw nsw i64 %i, 1 %i.cmp = icmp eq i64 %i.next, %N br i1 %i.cmp, label %exit, label %outer.header, !llvm.loop !0 exit: ret void } ; --- stride-1 double load --- ; for (i = 0; i < N; i++) ; for (j = 0; j < M; j++) ; A[i*M+j] *= scale[i]; // double type ; ; scale[i] has stride sizeof(double) = 8, matching the element type. define void @stride1_double_load(ptr noalias %A, ptr noalias %scale, i64 %N, i64 %M) { ; CHECK-LABEL: define void @stride1_double_load( ; CHECK-SAME: ptr noalias [[A:%.*]], ptr noalias [[SCALE:%.*]], i64 [[N:%.*]], i64 [[M:%.*]]) { ; CHECK-NEXT: [[ENTRY:.*:]] ; CHECK-NEXT: [[CMP_OUTER:%.*]] = icmp sgt i64 [[N]], 0 ; CHECK-NEXT: br i1 [[CMP_OUTER]], label %[[OUTER_PH:.*]], [[EXIT:label %.*]] ; CHECK: [[OUTER_PH]]: ; CHECK-NEXT: [[CMP_INNER:%.*]] = icmp sgt i64 [[M]], 0 ; CHECK-NEXT: [[MIN_ITERS_CHECK:%.*]] = icmp ult i64 [[N]], 4 ; CHECK-NEXT: br i1 [[MIN_ITERS_CHECK]], label %[[SCALAR_PH:.*]], label %[[VECTOR_PH:.*]] ; CHECK: [[VECTOR_PH]]: ; CHECK-NEXT: [[N_MOD_VF:%.*]] = urem i64 [[N]], 4 ; CHECK-NEXT: [[N_VEC:%.*]] = sub i64 [[N]], [[N_MOD_VF]] ; CHECK-NEXT: [[BROADCAST_SPLATINSERT:%.*]] = insertelement <4 x i64> poison, i64 [[M]], i64 0 ; CHECK-NEXT: [[BROADCAST_SPLAT:%.*]] = shufflevector <4 x i64> [[BROADCAST_SPLATINSERT]], <4 x i64> poison, <4 x i32> zeroinitializer ; CHECK-NEXT: br label %[[VECTOR_BODY:.*]] ; CHECK: [[VECTOR_BODY]]: ; CHECK-NEXT: [[INDEX:%.*]] = phi i64 [ 0, %[[VECTOR_PH]] ], [ [[INDEX_NEXT:%.*]], %[[VECTOR_LATCH:.*]] ] ; CHECK-NEXT: [[VEC_IND:%.*]] = phi <4 x i64> [ , %[[VECTOR_PH]] ], [ [[VEC_IND_NEXT:%.*]], %[[VECTOR_LATCH]] ] ; CHECK-NEXT: [[TMP0:%.*]] = getelementptr inbounds double, ptr [[SCALE]], <4 x i64> [[VEC_IND]] ; CHECK-NEXT: [[WIDE_MASKED_GATHER:%.*]] = call <4 x double> @llvm.masked.gather.v4f64.v4p0(<4 x ptr> align 8 [[TMP0]], <4 x i1> splat (i1 true), <4 x double> poison) ; CHECK-NEXT: br i1 [[CMP_INNER]], label %[[INNER_PH1:.*]], label %[[VECTOR_LATCH]] ; CHECK: [[INNER_PH1]]: ; CHECK-NEXT: [[TMP1:%.*]] = mul nsw <4 x i64> [[VEC_IND]], [[BROADCAST_SPLAT]] ; CHECK-NEXT: br label %[[INNER_BODY2:.*]] ; CHECK: [[INNER_BODY2]]: ; CHECK-NEXT: [[TMP2:%.*]] = phi <4 x i64> [ zeroinitializer, %[[INNER_PH1]] ], [ [[TMP6:%.*]], %[[INNER_BODY2]] ] ; CHECK-NEXT: [[TMP3:%.*]] = add nsw <4 x i64> [[TMP1]], [[TMP2]] ; CHECK-NEXT: [[TMP4:%.*]] = getelementptr inbounds double, ptr [[A]], <4 x i64> [[TMP3]] ; CHECK-NEXT: [[WIDE_MASKED_GATHER3:%.*]] = call <4 x double> @llvm.masked.gather.v4f64.v4p0(<4 x ptr> align 8 [[TMP4]], <4 x i1> splat (i1 true), <4 x double> poison) ; CHECK-NEXT: [[TMP5:%.*]] = fmul <4 x double> [[WIDE_MASKED_GATHER3]], [[WIDE_MASKED_GATHER]] ; CHECK-NEXT: call void @llvm.masked.scatter.v4f64.v4p0(<4 x double> [[TMP5]], <4 x ptr> align 8 [[TMP4]], <4 x i1> splat (i1 true)) ; CHECK-NEXT: [[TMP6]] = add nuw nsw <4 x i64> [[TMP2]], splat (i64 1) ; CHECK-NEXT: [[TMP7:%.*]] = icmp eq <4 x i64> [[TMP6]], [[BROADCAST_SPLAT]] ; CHECK-NEXT: [[TMP8:%.*]] = extractelement <4 x i1> [[TMP7]], i64 0 ; CHECK-NEXT: br i1 [[TMP8]], label %[[OUTER_LATCH_LOOPEXIT4:.*]], label %[[INNER_BODY2]] ; CHECK: [[OUTER_LATCH_LOOPEXIT4]]: ; CHECK-NEXT: br label %[[VECTOR_LATCH]] ; CHECK: [[VECTOR_LATCH]]: ; CHECK-NEXT: [[INDEX_NEXT]] = add nuw i64 [[INDEX]], 4 ; CHECK-NEXT: [[VEC_IND_NEXT]] = add nuw nsw <4 x i64> [[VEC_IND]], splat (i64 4) ; CHECK-NEXT: [[TMP9:%.*]] = icmp eq i64 [[INDEX_NEXT]], [[N_VEC]] ; CHECK-NEXT: br i1 [[TMP9]], label %[[MIDDLE_BLOCK:.*]], label %[[VECTOR_BODY]], !llvm.loop [[LOOP6:![0-9]+]] ; CHECK: [[MIDDLE_BLOCK]]: ; CHECK-NEXT: [[CMP_N:%.*]] = icmp eq i64 [[N]], [[N_VEC]] ; CHECK-NEXT: br i1 [[CMP_N]], [[EXIT_LOOPEXIT:label %.*]], label %[[SCALAR_PH]] ; CHECK: [[SCALAR_PH]]: ; entry: %cmp.outer = icmp sgt i64 %N, 0 br i1 %cmp.outer, label %outer.ph, label %exit outer.ph: %cmp.inner = icmp sgt i64 %M, 0 br label %outer.header outer.header: %i = phi i64 [ 0, %outer.ph ], [ %i.next, %outer.latch ] %scale.ptr = getelementptr inbounds double, ptr %scale, i64 %i %scale.val = load double, ptr %scale.ptr, align 8 br i1 %cmp.inner, label %inner.ph, label %outer.latch inner.ph: %i.mul.M = mul nsw i64 %i, %M br label %inner.body inner.body: %j = phi i64 [ 0, %inner.ph ], [ %j.next, %inner.body ] %idx = add nsw i64 %i.mul.M, %j %A.ptr = getelementptr inbounds double, ptr %A, i64 %idx %A.val = load double, ptr %A.ptr, align 8 %mul = fmul double %A.val, %scale.val store double %mul, ptr %A.ptr, align 8 %j.next = add nuw nsw i64 %j, 1 %j.cmp = icmp eq i64 %j.next, %M br i1 %j.cmp, label %outer.latch, label %inner.body outer.latch: %i.next = add nuw nsw i64 %i, 1 %i.cmp = icmp eq i64 %i.next, %N br i1 %i.cmp, label %exit, label %outer.header, !llvm.loop !0 exit: ret void } !0 = distinct !{!0, !1, !2} !1 = !{!"llvm.loop.vectorize.width", i32 4} !2 = !{!"llvm.loop.vectorize.enable", i1 true}