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