1// RUN: mlir-linalg-ods-gen %s -gen-ods-decl=1 | FileCheck %s --check-prefix=ODS
2// RUN: mlir-linalg-ods-gen %s -gen-impl=1 | FileCheck %s --check-prefix=IMPL
3
4// ODS-LABEL: def Test1Op : LinalgStructuredBase_Op<"test1", [
5//  ODS-NEXT:   AttrSizedOperandSegments
6//  ODS-NEXT:   DeclareOpInterfaceMethods<MemoryEffectsOpInterface>,
7//  ODS-NEXT:   NamedStructuredOpTrait
8//  ODS-NEXT:   SingleBlockImplicitTerminator<"YieldOp">
9//
10// IMPL-LABEL:  ArrayAttr Test1Op::iterator_types() {
11//       IMPL:  { {{.*}}Parallel{{.*}}, {{.*}}Reduction{{.*}} }
12//
13//       IMPL:  ArrayAttr Test1Op::indexing_maps() {
14//       IMPL:  AffineMap::get(2, 0, {d0, d1}, context),
15//  IMPL-NEXT:  AffineMap::get(2, 0, {d1}, context),
16//  IMPL-NEXT:  AffineMap::get(2, 0, {d0}, context) });
17//
18//       IMPL:  void Test1Op::regionBuilder(Block &block) {
19//       IMPL:  Value [[a:.*]](args[0]), [[b:.*]](args[1]), [[c:.*]](args[2]);
20//       IMPL:  Value [[d:.*]] = std_mulf([[a]], [[b]]);
21//       IMPL:  Value [[e:.*]] = std_addf([[c]], [[d]]);
22//       IMPL:  (linalg_yield(ValueRange{ [[e]] }));
23//
24ods_def<Test1Op> :
25def test1(A: f32(M, K), B: f32(K)) -> (C: f32(M)) {
26  C(m) = std_addf<k>(std_mulf(A(m, k), B(k)));
27}
28
29// ODS-LABEL: def Test2Op : LinalgStructuredBase_Op<"test2", [
30//  ODS-NEXT:   AttrSizedOperandSegments
31//  ODS-NEXT:   DeclareOpInterfaceMethods<MemoryEffectsOpInterface>,
32//  ODS-NEXT:   NamedStructuredOpTrait
33//  ODS-NEXT:   SingleBlockImplicitTerminator<"YieldOp">
34//
35// IMPL-LABEL:  ArrayAttr Test2Op::iterator_types() {
36//       IMPL:  { {{.*}}Parallel{{.*}}, {{.*}}Parallel{{.*}}, {{.*}}Reduction{{.*}} }
37//
38//       IMPL:  ArrayAttr Test2Op::indexing_maps() {
39//       IMPL:  AffineMap::get(3, 0, {d0, d2}, context),
40//  IMPL-NEXT:  AffineMap::get(3, 0, {d2, d1}, context),
41//  IMPL-NEXT:  AffineMap::get(3, 0, {d0, d1}, context) });
42//
43//       IMPL:  Test2Op::regionBuilder(Block &block) {
44//       IMPL:  Value [[a:.*]](args[0]), [[b:.*]](args[1]), [[c:.*]](args[2]);
45//       IMPL:  Value [[d:.*]] = std_mulf([[a]], [[b]]);
46//       IMPL:  Value [[e:.*]] = std_addf([[c]], [[d]]);
47//       IMPL:  (linalg_yield(ValueRange{ [[e]] }));
48//
49ods_def<Test2Op> :
50def test2(A: f32(M, K), B: f32(K, N)) -> (C: f32(M, N)) {
51  C(m, n) = std_addf<k>(std_mulf(A(m, k), B(k, n)));
52}
53
54// ODS-LABEL: def Test3Op : LinalgStructuredBase_Op<"test3", [
55//  ODS-NEXT:   AttrSizedOperandSegments
56//  ODS-NEXT:   DeclareOpInterfaceMethods<MemoryEffectsOpInterface>,
57//  ODS-NEXT:   NamedStructuredOpTrait
58//  ODS-NEXT:   SingleBlockImplicitTerminator<"YieldOp">
59//
60// IMPL-LABEL:  ArrayAttr Test3Op::iterator_types() {
61//       IMPL:  { {{.*}}Parallel{{.*}}, {{.*}}Parallel{{.*}}, {{.*}}Reduction{{.*}} }
62//
63//       IMPL:  ArrayAttr Test3Op::indexing_maps() {
64//       IMPL:  AffineMap::get(4, 0, {d0, d1, d3}, context),
65//  IMPL-NEXT:  AffineMap::get(4, 0, {d3, d2}, context),
66//  IMPL-NEXT:  AffineMap::get(4, 0, {d0, d1, d2}, context) });
67//
68//       IMPL:  Test3Op::regionBuilder(Block &block) {
69//       IMPL:  Value [[a:.*]](args[0]), [[b:.*]](args[1]), [[c:.*]](args[2]);
70//       IMPL:  Value [[d:.*]] = std_mulf([[a]], [[b]]);
71//       IMPL:  Value [[e:.*]] = std_addf([[c]], [[d]]);
72//       IMPL:  (linalg_yield(ValueRange{ [[e]] }));
73//
74ods_def<Test3Op> :
75def test3(A: f32(Batch, M, K), B: f32(K, N)) -> (C: f32(Batch, M, N)) {
76  C(b, m, n) = std_addf<k>(std_mulf(A(b, m, k), B(k, n)));
77}
78