; RUN: opt -p lower-matrix-intrinsics -matrix-print-after-transpose-opt -disable-output -S %s 2>&1 | FileCheck %s ; REQUIRES: asserts target datalayout = "e-m:o-i64:64-f80:128-n8:16:32:64-S128" ; FIXME: Lifted transpose dimensions are incorrect. define <6 x double> @lift_through_add_matching_transpose_dimensions(<6 x double> %a, <6 x double> %b) { ; CHECK-LABEL: define <6 x double> @lift_through_add_matching_transpose_dimensions(<6 x double> %a, <6 x double> %b) { ; CHECK-NEXT: entry: ; CHECK-NEXT: [[A:%.+]] = fadd <6 x double> %a, %b ; CHECK-NEXT: [[T:%.+]] = call <6 x double> @llvm.matrix.transpose.v6f64(<6 x double> [[A]], i32 3, i32 2) ; CHECK-NEXT: ret <6 x double> [[T]] ; entry: %a.t = call <6 x double> @llvm.matrix.transpose.v6f64(<6 x double> %a, i32 3, i32 2) %b.t = call <6 x double> @llvm.matrix.transpose.v6f64(<6 x double> %b, i32 3, i32 2) %add = fadd <6 x double> %a.t, %b.t ret <6 x double> %add } define <6 x double> @lift_through_add_matching_transpose_dimensions_ops_also_have_shape_info(ptr %a.ptr, ptr %b.ptr) { ; CHECK-LABEL: define <6 x double> @lift_through_add_matching_transpose_dimensions_ops_also_have_shape_info(ptr %a.ptr, ptr %b.ptr) ; CHECK-NEXT: entry: ; CHECK-NEXT: [[A:%.+]] = load <6 x double>, ptr %a.ptr ; CHECK-NEXT: [[B:%.+]] = load <6 x double>, ptr %b.ptr ; CHECK-NEXT: [[ADD:%.+]] = fadd <6 x double> [[A]], [[B]] ; CHECK-NEXT: [[T:%.+]] = call <6 x double> @llvm.matrix.transpose.v6f64(<6 x double> [[ADD]], i32 3, i32 2) ; CHECK-NEXT: ret <6 x double> [[T]] ; entry: %a = load <6 x double>, ptr %a.ptr %b = load <6 x double>, ptr %b.ptr %a.t = call <6 x double> @llvm.matrix.transpose.v6f64(<6 x double> %a, i32 3, i32 2) %b.t = call <6 x double> @llvm.matrix.transpose.v6f64(<6 x double> %b, i32 3, i32 2) %add = fadd <6 x double> %a.t, %b.t ret <6 x double> %add } define <6 x double> @lift_through_add_mismatching_dimensions_1(<6 x double> %a, <6 x double> %b) { ; CHECK-LABEL: define <6 x double> @lift_through_add_mismatching_dimensions_1(<6 x double> %a, <6 x double> %b) { ; CHECK-NEXT: entry: ; CHECK-NEXT: [[A:%.+]] = fadd <6 x double> %a, %b ; CHECK-NEXT: [[T:%.+]] = call <6 x double> @llvm.matrix.transpose.v6f64(<6 x double> [[A]], i32 1, i32 6) ; CHECK-NEXT: ret <6 x double> [[T]] ; entry: %a.t = call <6 x double> @llvm.matrix.transpose.v6f64(<6 x double> %a, i32 1, i32 6) %b.t = call <6 x double> @llvm.matrix.transpose.v6f64(<6 x double> %b, i32 3, i32 2) %add = fadd <6 x double> %a.t, %b.t ret <6 x double> %add } define <6 x double> @lift_through_add_mismatching_dimensions_1_transpose_dimensions_ops_also_have_shape_info(ptr %a.ptr, ptr %b.ptr) { ; CHECK-LABEL: define <6 x double> @lift_through_add_mismatching_dimensions_1_transpose_dimensions_ops_also_have_shape_info(ptr %a.ptr, ptr %b.ptr) ; CHECK-NEXT: entry: ; CHECK-NEXT: [[A:%.+]] = load <6 x double>, ptr %a.ptr ; CHECK-NEXT: [[B:%.+]] = load <6 x double>, ptr %b.ptr ; CHECK-NEXT: [[ADD:%.+]] = fadd <6 x double> [[A]], [[B]] ; CHECK-NEXT: [[T:%.+]] = call <6 x double> @llvm.matrix.transpose.v6f64(<6 x double> [[ADD]], i32 1, i32 6) ; CHECK-NEXT: ret <6 x double> [[T]] ; entry: %a = load <6 x double>, ptr %a.ptr %b = load <6 x double>, ptr %b.ptr %a.t = call <6 x double> @llvm.matrix.transpose.v6f64(<6 x double> %a, i32 1, i32 6) %b.t = call <6 x double> @llvm.matrix.transpose.v6f64(<6 x double> %b, i32 3, i32 2) %add = fadd <6 x double> %a.t, %b.t ret <6 x double> %add } define <6 x double> @lift_through_add_mismatching_dimensions_2(<6 x double> %a, <6 x double> %b) { ; CHECK-LABEL: define <6 x double> @lift_through_add_mismatching_dimensions_2(<6 x double> %a, <6 x double> %b) { ; CHECK-NEXT: entry: ; CHECK-NEXT: [[A:%.+]] = fadd <6 x double> %a, %b ; CHECK-NEXT: [[T:%.+]] = call <6 x double> @llvm.matrix.transpose.v6f64(<6 x double> [[A]], i32 3, i32 2) ; CHECK-NEXT: ret <6 x double> [[T]] ; entry: %a.t = call <6 x double> @llvm.matrix.transpose.v6f64(<6 x double> %a, i32 3, i32 2) %b.t = call <6 x double> @llvm.matrix.transpose.v6f64(<6 x double> %b, i32 6, i32 1) %add = fadd <6 x double> %a.t, %b.t ret <6 x double> %add } define <6 x double> @lift_through_add_mismatching_dimensions_2_transpose_dimensions_ops_also_have_shape_info(ptr %a.ptr, ptr %b.ptr) { ; CHECK-LABEL: define <6 x double> @lift_through_add_mismatching_dimensions_2_transpose_dimensions_ops_also_have_shape_info(ptr %a.ptr, ptr %b.ptr) ; CHECK-NEXT: entry: ; CHECK-NEXT: [[A:%.+]] = load <6 x double>, ptr %a.ptr ; CHECK-NEXT: [[B:%.+]] = load <6 x double>, ptr %b.ptr ; CHECK-NEXT: [[ADD:%.+]] = fadd <6 x double> [[A]], [[B]] ; CHECK-NEXT: [[T:%.+]] = call <6 x double> @llvm.matrix.transpose.v6f64(<6 x double> [[ADD]], i32 3, i32 2) ; CHECK-NEXT: ret <6 x double> [[T]] ; entry: %a = load <6 x double>, ptr %a.ptr %b = load <6 x double>, ptr %b.ptr %a.t = call <6 x double> @llvm.matrix.transpose.v6f64(<6 x double> %a, i32 3, i32 2) %b.t = call <6 x double> @llvm.matrix.transpose.v6f64(<6 x double> %b, i32 6, i32 1) %add = fadd <6 x double> %a.t, %b.t ret <6 x double> %add } define <9 x double> @lift_through_multiply(<6 x double> %a, <6 x double> %b) { ; CHECK-LABEL: define <9 x double> @lift_through_multiply(<6 x double> %a, <6 x double> %b) { ; CHECK-NEXT: entry: ; CHECK-NEXT: [[MUL:%.+]] = call <9 x double> @llvm.matrix.multiply.v9f64.v6f64.v6f64(<6 x double> %b, <6 x double> %a, i32 3, i32 2, i32 3) ; CHECK-NEXT: [[T:%.+]] = call <9 x double> @llvm.matrix.transpose.v9f64(<9 x double> [[MUL]], i32 3, i32 3) ; CHECK-NEXT: ret <9 x double> [[T]] ; entry: %a.t = call <6 x double> @llvm.matrix.transpose.v6f64(<6 x double> %a, i32 3, i32 2) %b.t = call <6 x double> @llvm.matrix.transpose.v6f64(<6 x double> %b, i32 2, i32 3) %mul = call <9 x double> @llvm.matrix.multiply.v9f64.v6f64(<6 x double> %a.t, <6 x double> %b.t, i32 3, i32 2 , i32 3) ret <9 x double> %mul } define <6 x double> @lift_through_multiply_2(<6 x double> %a, <4 x double> %b) { ; CHECK-LABEL: define <6 x double> @lift_through_multiply_2(<6 x double> %a, <4 x double> %b) { ; CHECK-NEXT: entry: ; CHECK-NEXT: [[MUL:%.+]] = call <6 x double> @llvm.matrix.multiply.v6f64.v4f64.v6f64(<4 x double> %b, <6 x double> %a, i32 2, i32 2, i32 3) ; CHECK-NEXT: [[T:%.+]] = call <6 x double> @llvm.matrix.transpose.v6f64(<6 x double> [[MUL]], i32 2, i32 3) ; CHECK-NEXT: ret <6 x double> [[T]] ; entry: %a.t = call <6 x double> @llvm.matrix.transpose.v6f64(<6 x double> %a, i32 3, i32 2) %b.t = call <4 x double> @llvm.matrix.transpose.v4f64(<4 x double> %b, i32 2, i32 2) %mul = call <6 x double> @llvm.matrix.multiply.v6f64.v6f64.v4f64(<6 x double> %a.t, <4 x double> %b.t, i32 3, i32 2 , i32 2) ret <6 x double> %mul } define <6 x double> @lift_through_multiply_3(<4 x double> %a, <6 x double> %b) { ; CHECK-LABEL: define <6 x double> @lift_through_multiply_3(<4 x double> %a, <6 x double> %b) { ; CHECK-NEXT: entry: ; CHECK-NEXT: [[MUL:%.+]] = call <6 x double> @llvm.matrix.multiply.v6f64.v6f64.v4f64(<6 x double> %b, <4 x double> %a, i32 3, i32 2, i32 2) ; CHECK-NEXT: [[T:%.+]] = call <6 x double> @llvm.matrix.transpose.v6f64(<6 x double> [[MUL]], i32 3, i32 2) ; CHECK-NEXT: ret <6 x double> [[T]] ; entry: %a.t = call <4 x double> @llvm.matrix.transpose.v4f64(<4 x double> %a, i32 2, i32 2) %b.t = call <6 x double> @llvm.matrix.transpose.v6f64(<6 x double> %b, i32 2, i32 3) %mul = call <6 x double> @llvm.matrix.multiply.v6f64.v4f64.v6f64(<4 x double> %a.t, <6 x double> %b.t, i32 2, i32 2 , i32 3) ret <6 x double> %mul } define void @test_remove_entries_from_shape_map(<3 x float> %a, <2 x float> %b, <6 x float> %c, ptr %dst) { ; CHECK-LABEL: define void @test_remove_entries_from_shape_map( ; CHECK-SAME: <3 x float> [[A:%.*]], <2 x float> [[B:%.*]], <6 x float> [[C:%.*]], ptr [[DST:%.*]]) { ; CHECK-NEXT: [[ENTRY:.*:]] ; CHECK-NEXT: [[TMP0:%.*]] = call <6 x float> @llvm.matrix.multiply.v6f32.v3f32.v2f32(<3 x float> [[A]], <2 x float> [[B]], i32 3, i32 1, i32 2) ; CHECK-NEXT: [[MFADD:%.*]] = fadd <6 x float> [[C]], [[TMP0]] ; CHECK-NEXT: [[MFADD_T:%.*]] = call <6 x float> @llvm.matrix.transpose.v6f32(<6 x float> [[MFADD]], i32 3, i32 2) ; CHECK-NEXT: store <6 x float> [[MFADD_T]], ptr [[DST]], align 4 ; CHECK-NEXT: ret void ; entry: %m = tail call <6 x float> @llvm.matrix.multiply.v6f32.v3f32.v2f32(<3 x float> %a, <2 x float> %b, i32 3, i32 1, i32 2) %add = fadd <6 x float> %c, %m %t = tail call <6 x float> @llvm.matrix.transpose.v6f32(<6 x float> %add, i32 3, i32 2) store <6 x float> %t, ptr %dst, align 4 ret void } declare <6 x double> @llvm.matrix.transpose.v6f64.v6f64(<6 x double>, i32, i32) declare <4 x double> @llvm.matrix.transpose.v4f64.v4f64(<4 x double>, i32, i32) declare <9 x double> @llvm.matrix.multiply.v9f64.v6f64(<6 x double>, <6 x double>, i32, i32, i32) declare <6 x double> @llvm.matrix.multiply.v6f64.v6f64.v4f64(<6 x double>, <4 x double>, i32, i32, i32) declare <6 x double> @llvm.matrix.multiply.v6f64.v6f64.v6f64(<6 x double>, <4 x double>, i32, i32, i32) declare <6 x float> @llvm.matrix.transpose.v6f32(<6 x float>, i32 immarg, i32 immarg) declare <6 x float> @llvm.matrix.multiply.v6f32.v3f32.v2f32(<3 x float>, <2 x float>, i32 immarg, i32 immarg, i32 immarg)