|  | // RUN: %clang_cc1 -fenable-matrix -triple x86_64-apple-darwin %s -emit-llvm -disable-llvm-passes -o - -std=c++17 | FileCheck %s | 
|  |  | 
|  | // Tests for the matrix type builtins. | 
|  |  | 
|  | template <typename EltTy, unsigned Rows, unsigned Columns> | 
|  | using matrix_t = EltTy __attribute__((matrix_type(Rows, Columns))); | 
|  |  | 
|  | template <typename EltTy, unsigned Rows, unsigned Columns> | 
|  | struct MyMatrix { | 
|  | matrix_t<EltTy, Rows, Columns> value; | 
|  | }; | 
|  |  | 
|  | template <typename T, unsigned R, unsigned C> | 
|  | MyMatrix<T, C, R> transpose(const MyMatrix<T, R, C> &M) { | 
|  | MyMatrix<T, C, R> Res; | 
|  | Res.value = __builtin_matrix_transpose(M.value); | 
|  | return Res; | 
|  | } | 
|  |  | 
|  | void test_transpose_template1() { | 
|  | // CHECK-LABEL: define{{.*}} void @_Z24test_transpose_template1v() | 
|  | // CHECK:         call void @_Z9transposeIiLj4ELj10EE8MyMatrixIT_XT1_EXT0_EERKS0_IS1_XT0_EXT1_EE(ptr dead_on_unwind writable sret(%struct.MyMatrix.0) align 4 %M1_t, ptr noundef nonnull align 4 dereferenceable(160) %M1) | 
|  |  | 
|  | // CHECK-LABEL: define linkonce_odr void @_Z9transposeIiLj4ELj10EE8MyMatrixIT_XT1_EXT0_EERKS0_IS1_XT0_EXT1_EE( | 
|  | // CHECK:         [[M:%.*]] = load <40 x i32>, ptr {{.*}}, align 4 | 
|  | // CHECK-NEXT:    [[M_T:%.*]] = call <40 x i32> @llvm.matrix.transpose.v40i32(<40 x i32> [[M]], i32 4, i32 10) | 
|  |  | 
|  | MyMatrix<int, 4, 10> M1; | 
|  | MyMatrix<int, 10, 4> M1_t = transpose(M1); | 
|  | } | 
|  |  | 
|  | void test_transpose_template2(MyMatrix<double, 7, 6> &M) { | 
|  | // CHECK-LABEL: define{{.*}} void @_Z24test_transpose_template2R8MyMatrixIdLj7ELj6EE( | 
|  | // CHECK:         call void @_Z9transposeIdLj7ELj6EE8MyMatrixIT_XT1_EXT0_EERKS0_IS1_XT0_EXT1_EE(ptr dead_on_unwind writable sret(%struct.MyMatrix.1) align 8 %ref.tmp1, ptr noundef nonnull align 8 dereferenceable(336) %0) | 
|  | // CHECK-NEXT:    call void @_Z9transposeIdLj6ELj7EE8MyMatrixIT_XT1_EXT0_EERKS0_IS1_XT0_EXT1_EE(ptr dead_on_unwind writable sret(%struct.MyMatrix.2) align 8 %ref.tmp, ptr noundef nonnull align 8 dereferenceable(336) %ref.tmp1) | 
|  | // CHECK-NEXT:    call void @_Z9transposeIdLj7ELj6EE8MyMatrixIT_XT1_EXT0_EERKS0_IS1_XT0_EXT1_EE(ptr dead_on_unwind writable sret(%struct.MyMatrix.1) align 8 %M2_t, ptr noundef nonnull align 8 dereferenceable(336) %ref.tmp) | 
|  |  | 
|  | // CHECK-LABEL: define linkonce_odr void @_Z9transposeIdLj7ELj6EE8MyMatrixIT_XT1_EXT0_EERKS0_IS1_XT0_EXT1_EE( | 
|  | // CHECK:         [[M:%.*]] = load <42 x double>, ptr {{.*}}, align 8 | 
|  | // CHECK-NEXT:    [[M_T:%.*]] = call <42 x double> @llvm.matrix.transpose.v42f64(<42 x double> [[M]], i32 7, i32 6) | 
|  | // CHECK-NEXT:    [[RES_ADDR:%.*]] = getelementptr inbounds nuw %struct.MyMatrix.1, ptr %agg.result, i32 0, i32 0 | 
|  | // CHECK-NEXT:    store <42 x double> [[M_T]], ptr [[RES_ADDR]], align 8 | 
|  |  | 
|  | // CHECK-LABEL: define linkonce_odr void @_Z9transposeIdLj6ELj7EE8MyMatrixIT_XT1_EXT0_EERKS0_IS1_XT0_EXT1_EE( | 
|  | // CHECK:         [[M:%.*]] = load <42 x double>, ptr {{.*}}, align 8 | 
|  | // CHECK-NEXT:    [[M_T:%.*]] = call <42 x double> @llvm.matrix.transpose.v42f64(<42 x double> [[M]], i32 6, i32 7) | 
|  | // CHECK-NEXT:    [[RES_ADDR:%.*]] = getelementptr inbounds nuw %struct.MyMatrix.2, ptr %agg.result, i32 0, i32 0 | 
|  | // CHECK-NEXT:    store <42 x double> [[M_T]], ptr [[RES_ADDR]], align 8 | 
|  |  | 
|  | MyMatrix<double, 6, 7> M2_t = transpose(transpose(transpose(M))); | 
|  | } | 
|  |  | 
|  | matrix_t<float, 3, 3> get_matrix(); | 
|  |  | 
|  | void test_transpose_rvalue() { | 
|  | // CHECK-LABEL: define{{.*}} void @_Z21test_transpose_rvaluev() | 
|  | // CHECK-NEXT:  entry: | 
|  | // CHECK-NEXT:    [[M_T_ADDR:%.*]] = alloca [9 x float], align 4 | 
|  | // CHECK-NEXT:    [[CALL_RES:%.*]] = call noundef <9 x float> @_Z10get_matrixv() | 
|  | // CHECK-NEXT:    [[ADD:%.*]] = fadd <9 x float> [[CALL_RES]], splat (float 2.000000e+00) | 
|  | // CHECK-NEXT:    [[M_T:%.*]] = call <9 x float> @llvm.matrix.transpose.v9f32(<9 x float> [[ADD]], i32 3, i32 3) | 
|  | // CHECK-NEXT:    store <9 x float> [[M_T]], ptr [[M_T_ADDR]], align 4 | 
|  | matrix_t<float, 3, 3> m_t = __builtin_matrix_transpose(get_matrix() + 2.0); | 
|  | } | 
|  |  | 
|  | void test_transpose_const(const matrix_t<float, 3, 3> &m) { | 
|  | // CHECK-LABEL:  define{{.*}} void @_Z20test_transpose_constRKu11matrix_typeILm3ELm3EfE( | 
|  | // CHECK:         [[MATRIX:%.*]] = load <9 x float>, ptr {{.*}}, align 4 | 
|  | // CHECK-NEXT:    [[M_T:%.*]] = call <9 x float> @llvm.matrix.transpose.v9f32(<9 x float> [[MATRIX]], i32 3, i32 3) | 
|  | // CHECK-NEXT:    store <9 x float> [[M_T]], ptr %m_t, align 4 | 
|  | matrix_t<float, 3, 3> m_t = __builtin_matrix_transpose(m); | 
|  | } | 
|  |  | 
|  | // TODO: Enable once initialization support is defined and implemented for | 
|  | //       matrix types. | 
|  | // void test_lvalue_conversion() { | 
|  | //  constexpr double4x4 m = {}; | 
|  | //  [] { return __builtin_matrix_transpose(m); } | 
|  | //} | 
|  |  | 
|  | template <typename T, unsigned R, unsigned C, unsigned S> | 
|  | matrix_t<T, R, C> column_major_load_with_stride(T *Ptr) { | 
|  | return __builtin_matrix_column_major_load(Ptr, R, C, S); | 
|  | } | 
|  |  | 
|  | void test_column_major_load_with_stride_template_double(double *Ptr) { | 
|  | // CHECK-LABEL: define{{.*}} void @_Z50test_column_major_load_with_stride_template_doublePd(ptr noundef %Ptr) | 
|  | // CHECK:         [[PTR:%.*]] = load ptr, ptr %Ptr.addr, align 8 | 
|  | // CHECK-NEXT:    call noundef <40 x double> @_Z29column_major_load_with_strideIdLj10ELj4ELj15EEu11matrix_typeIXT0_EXT1_ET_EPS0_(ptr noundef [[PTR]]) | 
|  |  | 
|  | // CHECK-LABEL:  define linkonce_odr noundef <40 x double> @_Z29column_major_load_with_strideIdLj10ELj4ELj15EEu11matrix_typeIXT0_EXT1_ET_EPS0_(ptr noundef %Ptr) | 
|  | // CHECK:         [[PTR:%.*]] = load ptr, ptr %Ptr.addr, align 8 | 
|  | // CHECK-NEXT:    call <40 x double> @llvm.matrix.column.major.load.v40f64.i64(ptr align 8 [[PTR]], i64 15, i1 false, i32 10, i32 4) | 
|  |  | 
|  | matrix_t<double, 10, 4> M1 = column_major_load_with_stride<double, 10, 4, 15>(Ptr); | 
|  | } | 
|  |  | 
|  | void test_column_major_load_with_stride_template_int(int *Ptr) { | 
|  | // CHECK-LABEL: define{{.*}} void @_Z47test_column_major_load_with_stride_template_intPi(ptr noundef %Ptr) #5 { | 
|  | // CHECK:         [[PTR:%.*]] = load ptr, ptr %Ptr.addr, align 8 | 
|  | // CHECK-NEXT:    call noundef <6 x i32> @_Z29column_major_load_with_strideIiLj3ELj2ELj12EEu11matrix_typeIXT0_EXT1_ET_EPS0_(ptr noundef [[PTR]]) | 
|  |  | 
|  | // CHECK-LABEL: define linkonce_odr noundef <6 x i32> @_Z29column_major_load_with_strideIiLj3ELj2ELj12EEu11matrix_typeIXT0_EXT1_ET_EPS0_(ptr noundef %Ptr) | 
|  | // CHECK:         [[PTR:%.*]] = load ptr, ptr %Ptr.addr, align 8 | 
|  | // CHECK-NEXT:    call <6 x i32> @llvm.matrix.column.major.load.v6i32.i64(ptr align 4 [[PTR]], i64 12, i1 false, i32 3, i32 2) | 
|  |  | 
|  | matrix_t<int, 3, 2> M1 = column_major_load_with_stride<int, 3, 2, 12>(Ptr); | 
|  | } | 
|  |  | 
|  | struct UnsignedWrapper { | 
|  | char x; | 
|  | operator unsigned() { | 
|  | return x; | 
|  | } | 
|  | }; | 
|  |  | 
|  | void test_column_major_load_stride_wrapper(int *Ptr, UnsignedWrapper &W) { | 
|  | // CHECK-LABEL:  define{{.*}} void @_Z37test_column_major_load_stride_wrapperPiR15UnsignedWrapper(ptr noundef %Ptr, ptr noundef nonnull align 1 dereferenceable(1) %W) | 
|  | // CHECK:         [[W:%.*]] = load ptr, ptr %W.addr, align 8 | 
|  | // CHECK-NEXT:    [[STRIDE:%.*]] = call noundef i32 @_ZN15UnsignedWrappercvjEv(ptr {{[^,]*}} [[W]]) | 
|  | // CHECK-NEXT:    [[STRIDE_EXT:%.*]] = zext i32 [[STRIDE]] to i64 | 
|  | // CHECK-NEXT:    [[PTR:%.*]] = load ptr, ptr %Ptr.addr, align 8 | 
|  | // CHECK-NEXT:    call <4 x i32> @llvm.matrix.column.major.load.v4i32.i64(ptr align 4 [[PTR]], i64 [[STRIDE_EXT]], i1 false, i32 2, i32 2) | 
|  | matrix_t<int, 2, 2> M1 = __builtin_matrix_column_major_load(Ptr, 2, 2, W); | 
|  | } | 
|  |  | 
|  | constexpr int constexpr3() { return 3; } | 
|  |  | 
|  | void test_column_major_load_constexpr_num_rows(int *Ptr) { | 
|  | // CHECK-LABEL: define{{.*}} void @_Z41test_column_major_load_constexpr_num_rowsPi(ptr noundef %Ptr) | 
|  | // CHECK:         [[PTR:%.*]] = load ptr, ptr %Ptr.addr, align 8 | 
|  | // CHECK-NEXT:    call <6 x i32> @llvm.matrix.column.major.load.v6i32.i64(ptr align 4 [[PTR]], i64 3, i1 false, i32 3, i32 2) | 
|  |  | 
|  | matrix_t<int, 3, 2> M1 = __builtin_matrix_column_major_load(Ptr, constexpr3(), 2, 3); | 
|  | } | 
|  |  | 
|  | constexpr int constexpr1() { return 1; } | 
|  |  | 
|  | void test_column_major_load_constexpr_num_columns(int *Ptr) { | 
|  | // CHECK-LABEL: define{{.*}} void @_Z44test_column_major_load_constexpr_num_columnsPi(ptr noundef %Ptr) | 
|  | // CHECK:         [[PTR:%.*]] = load ptr, ptr %Ptr.addr, align 8 | 
|  | // CHECK-NEXT:    call <2 x i32> @llvm.matrix.column.major.load.v2i32.i64(ptr align 4 [[PTR]], i64 3, i1 false, i32 2, i32 1) | 
|  | matrix_t<int, 2, 1> M1 = __builtin_matrix_column_major_load(Ptr, 2, constexpr1(), 3); | 
|  | } | 
|  |  | 
|  | template <unsigned N> | 
|  | constexpr int constexpr_plus1() { return N + 1; } | 
|  |  | 
|  | void test_column_major_load_constexpr_num_columns_temp(int *Ptr) { | 
|  | // CHECK-LABEL:  define{{.*}} void @_Z49test_column_major_load_constexpr_num_columns_tempPi(ptr noundef %Ptr) | 
|  | // CHECK:         [[PTR:%.*]] = load ptr, ptr %Ptr.addr, align 8 | 
|  | // CHECK-NEXT:    call <10 x i32> @llvm.matrix.column.major.load.v10i32.i64(ptr align 4 [[PTR]], i64 3, i1 false, i32 2, i32 5) | 
|  | matrix_t<int, 2, 5> M1 = __builtin_matrix_column_major_load(Ptr, 2, constexpr_plus1<4>(), 3); | 
|  | } | 
|  |  | 
|  | void test_column_major_load_constexpr_stride_constexpr(int *Ptr) { | 
|  | // CHECK-LABEL: define{{.*}} void @_Z49test_column_major_load_constexpr_stride_constexprPi(ptr noundef %Ptr) | 
|  | // CHECK:         [[STRIDE:%.*]] = call noundef i32 @_Z10constexpr3v() | 
|  | // CHECK-NEXT:    [[STRIDE_EXT:%.*]] = sext i32 [[STRIDE]] to i64 | 
|  | // CHECK-NEXT:    [[PTR:%.*]] = load ptr, ptr %Ptr.addr, align 8 | 
|  | // CHECK-NEXT:    call <4 x i32> @llvm.matrix.column.major.load.v4i32.i64(ptr align 4 [[PTR]], i64 [[STRIDE_EXT]], i1 false, i32 2, i32 2) | 
|  |  | 
|  | matrix_t<int, 2, 2> M1 = __builtin_matrix_column_major_load(Ptr, 2, 2, constexpr3()); | 
|  | } | 
|  |  | 
|  | template <typename T> | 
|  | struct remove_pointer { | 
|  | typedef T type; | 
|  | }; | 
|  |  | 
|  | template <typename T> | 
|  | struct remove_pointer<T *> { | 
|  | typedef typename remove_pointer<T>::type type; | 
|  | }; | 
|  |  | 
|  | // Same as column_major_load_with_stride, but with the PtrT argument itself begin a pointer type. | 
|  | template <typename PtrT, unsigned R, unsigned C, unsigned S> | 
|  | matrix_t<typename remove_pointer<PtrT>::type, R, C> column_major_load_with_stride2(PtrT Ptr) { | 
|  | return __builtin_matrix_column_major_load(Ptr, R, C, S); | 
|  | } | 
|  |  | 
|  | void call_column_major_load_with_stride2(float *Ptr) { | 
|  | matrix_t<float, 2, 2> m = column_major_load_with_stride2<float *, 2, 2, 2>(Ptr); | 
|  | } | 
|  |  | 
|  | template <typename T, unsigned R, unsigned C, unsigned S> | 
|  | void column_major_store_with_stride(matrix_t<T, R, C> &m, T *Ptr) { | 
|  | __builtin_matrix_column_major_store(m, Ptr, S); | 
|  | } | 
|  |  | 
|  | void test_column_major_store_with_stride_template_double(double *Ptr) { | 
|  | // CHECK-LABEL: define{{.*}} void @_Z51test_column_major_store_with_stride_template_doublePd(ptr noundef %Ptr) | 
|  | // CHECK:         [[PTR:%.*]] = load ptr, ptr %Ptr.addr, align 8 | 
|  | // CHECK-NEXT:    call void @_Z30column_major_store_with_strideIdLj10ELj4ELj15EEvRu11matrix_typeIXT0_EXT1_ET_EPS0_(ptr noundef nonnull align 8 dereferenceable(320) %M1, ptr noundef [[PTR]]) | 
|  |  | 
|  | // CHECK-LABEL:  define linkonce_odr void @_Z30column_major_store_with_strideIdLj10ELj4ELj15EEvRu11matrix_typeIXT0_EXT1_ET_EPS0_(ptr noundef nonnull align 8 dereferenceable(320) %m, ptr noundef %Ptr) | 
|  | // CHECK:         [[M:%.*]] = load <40 x double>, ptr {{.*}}, align 8 | 
|  | // CHECK-NEXT:    [[PTR:%.*]] = load ptr, ptr %Ptr.addr, align 8 | 
|  | // CHECK-NEXT:    call void @llvm.matrix.column.major.store.v40f64.i64(<40 x double> [[M]], ptr align 8 [[PTR]], i64 15, i1 false, i32 10, i32 4) | 
|  |  | 
|  | matrix_t<double, 10, 4> M1; | 
|  | column_major_store_with_stride<double, 10, 4, 15>(M1, Ptr); | 
|  | } | 
|  |  | 
|  | void test_column_major_store_with_stride_template_int(int *Ptr) { | 
|  | // CHECK-LABEL: define{{.*}} void @_Z48test_column_major_store_with_stride_template_intPi(ptr noundef %Ptr) | 
|  | // CHECK:         [[PTR:%.*]] = load ptr, ptr %Ptr.addr, align 8 | 
|  | // CHECK-NEXT:    call void @_Z30column_major_store_with_strideIiLj3ELj2ELj3EEvRu11matrix_typeIXT0_EXT1_ET_EPS0_(ptr noundef nonnull align 4 dereferenceable(24) %M1, ptr noundef [[PTR]]) | 
|  |  | 
|  | // CHECK-LABEL:  define linkonce_odr void @_Z30column_major_store_with_strideIiLj3ELj2ELj3EEvRu11matrix_typeIXT0_EXT1_ET_EPS0_(ptr noundef nonnull align 4 dereferenceable(24) %m, ptr noundef %Ptr) | 
|  | // CHECK:         [[M:%.*]] = load <6 x i32>, ptr {{.*}}, align 4 | 
|  | // CHECK-NEXT:    [[PTR:%.*]] = load ptr, ptr %Ptr.addr, align 8 | 
|  | // CHECK-NEXT:    call void @llvm.matrix.column.major.store.v6i32.i64(<6 x i32> [[M]], ptr align 4 [[PTR]], i64 3, i1 false, i32 3, i32 2) | 
|  |  | 
|  | matrix_t<int, 3, 2> M1; | 
|  | column_major_store_with_stride<int, 3, 2, 3>(M1, Ptr); | 
|  | } | 
|  |  | 
|  | void test_column_major_store_stride_wrapper(int *Ptr, UnsignedWrapper &W) { | 
|  | // CHECK-LABEL: define{{.*}} void @_Z38test_column_major_store_stride_wrapperPiR15UnsignedWrapper(ptr noundef %Ptr, ptr noundef nonnull align 1 dereferenceable(1) %W) | 
|  | // CHECK:         [[M:%.*]] = load <4 x i32>, ptr {{.*}}, align 4 | 
|  | // CHECK-NEXT:    [[PTR:%.*]] = load ptr, ptr %Ptr.addr, align 8 | 
|  | // CHECK-NEXT:    [[W:%.*]] = load ptr, ptr %W.addr, align 8 | 
|  | // CHECK-NEXT:    [[IDX:%.*]] = call noundef i32 @_ZN15UnsignedWrappercvjEv(ptr {{[^,]*}} [[W]]) | 
|  | // CHECK-NEXT:    [[IDX_EXT:%.*]] = zext i32 [[IDX]] to i64 | 
|  | // CHECK-NEXT:    call void @llvm.matrix.column.major.store.v4i32.i64(<4 x i32> [[M]], ptr align 4 [[PTR]], i64 [[IDX_EXT]], i1 false, i32 2, i32 2) | 
|  |  | 
|  | matrix_t<int, 2, 2> M1; | 
|  | __builtin_matrix_column_major_store(M1, Ptr, W); | 
|  | } | 
|  |  | 
|  | void test_column_major_store_constexpr_stride_constexpr(int *Ptr) { | 
|  | // CHECK-LABEL: define{{.*}} void @_Z50test_column_major_store_constexpr_stride_constexprPi(ptr noundef %Ptr) | 
|  | // CHECK:         [[M:%.*]] = load <4 x i32>, ptr %M, align 4 | 
|  | // CHECK-NEXT:    [[PTR:%.*]] = load ptr, ptr %Ptr.addr, align 8 | 
|  | // CHECK-NEXT:    [[IDX:%.*]] = call noundef i32 @_Z10constexpr3v() | 
|  | // CHECK-NEXT:    [[IDX_EXT:%.*]] = sext i32 [[IDX]] to i64 | 
|  | // CHECK-NEXT:    call void @llvm.matrix.column.major.store.v4i32.i64(<4 x i32> [[M]], ptr align 4 [[PTR]], i64 [[IDX_EXT]], i1 false, i32 2, i32 2) | 
|  |  | 
|  | matrix_t<int, 2, 2> M; | 
|  | __builtin_matrix_column_major_store(M, Ptr, constexpr3()); | 
|  | } |