forked from OSchip/llvm-project
170 lines
5.2 KiB
YAML
170 lines
5.2 KiB
YAML
# RUN: mlir-linalg-ods-yaml-gen %s --o-ods-decl=- | FileCheck %s --check-prefix=ODS
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# RUN: mlir-linalg-ods-yaml-gen %s --o-impl=- | FileCheck %s --check-prefix=IMPL
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# @linalg_structured_op
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# def test1(O=TensorDef(T, S.M, S.N, output=True)):
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# """Title.
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# Detailed description.
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# """
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# O[D.m, D.n] = cast(T, const(42)) + cast(T, index(D.n))
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--- !LinalgOpConfig
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metadata: !LinalgOpMetadata
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name: test1
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cpp_class_name: Test1Op
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doc: |-
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Title.
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Detailed description.
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structured_op: !LinalgStructuredOpConfig
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args:
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- !LinalgOperandDefConfig
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name: O
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usage: OutputOperand
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type_var: T
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shape_map: affine_map<()[s0, s1] -> (s0, s1)>
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indexing_maps: !LinalgIndexingMapsConfig
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static_indexing_maps:
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- affine_map<(d0, d1)[s0, s1] -> (d0, d1)>
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iterator_types:
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- parallel
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- parallel
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assignments:
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- !ScalarAssign
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arg: O
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value: !ScalarExpression
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scalar_apply:
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fn_name: add
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operands:
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- !ScalarExpression
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symbolic_cast:
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type_var: T
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operands:
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- !ScalarExpression
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scalar_const: '42 : i64'
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- !ScalarExpression
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symbolic_cast:
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type_var: T
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operands:
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- !ScalarExpression
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scalar_index: 1
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# ODS-LABEL: def Test1Op : LinalgStructuredBase_Op<"test1"
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# ODS: let summary = [{ Title. }];
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# ODS-NEXT: let description = [{
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# ODS-NEXT: Detailed description.
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# ODS-NEXT: }];
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# ODS: let arguments =
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# ODS-NEXT: Variadic<AnyType>:$inputs,
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# ODS-NEXT: Variadic<AnyShaped>:$outputs
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# ODS: let builders =
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# ODS: $_state.addOperands(inputs);
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# ODS-NEXT: $_state.addOperands(outputs);
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# ODS-NEXT: $_state.addAttribute(
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# ODS-NEXT: "operand_segment_sizes",
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# ODS-NEXT: $_builder.getI32VectorAttr({
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# ODS-NEXT: static_cast<int32_t>(inputs.size()),
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# ODS-NEXT: static_cast<int32_t>(outputs.size())}));
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# ODS-NEXT: createAndFillStructuredOpRegion<Test1Op>(
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# ODS-NEXT: $_builder,
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# ODS-NEXT: $_state,
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# ODS-NEXT: TypeRange(inputs),
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# ODS-NEXT: TypeRange(outputs)
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# IMPL-LABEL: void Test1Op::regionBuilder(
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# IMPL: ImplicitLocOpBuilder &b, Block &block)
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# IMPL: Value [[VAL0:[a-z0-9]+]] = helper.constant("42 : i64");
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# IMPL-DAG: Value [[VAL1:[a-z0-9]+]] = helper.cast(block.getArgument(0).getType(), [[VAL0]]);
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# IMPL-DAG: Value [[VAL2:[a-z0-9]+]] = helper.index(1);
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# IMPL-DAG: Value [[VAL3:[a-z0-9]+]] = helper.cast(block.getArgument(0).getType(), [[VAL2]]);
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# IMPL-DAG: Value [[VAL4:[a-z0-9]+]] = helper.applyfn__add([[VAL1]], [[VAL3]]);
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# @linalg_structured_op
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# def test2(I=TensorDef(T, S.M, S.N),
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# O=TensorDef(T, S.M, S.N, output=True),
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# strides=AttributeDef(S.SM, S.SN)):
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# """Title.
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# Detailed description.
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# """
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# O[D.m, D.n] = I[D.n * S.SM, D.m * S.SN]
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--- !LinalgOpConfig
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metadata: !LinalgOpMetadata
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name: test2
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cpp_class_name: Test2Op
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doc: |-
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Title.
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Detailed description.
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structured_op: !LinalgStructuredOpConfig
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args:
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- !LinalgOperandDefConfig
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name: I
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usage: InputOperand
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type_var: T
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shape_map: affine_map<()[s0, s1, s2, s3] -> (s0, s1)>
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- !LinalgOperandDefConfig
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name: O
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usage: OutputOperand
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type_var: T
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shape_map: affine_map<()[s0, s1, s2, s3] -> (s0, s1)>
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- !LinalgOperandDefConfig
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name: strides
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usage: IndexAttribute
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type_var: I64
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attribute_map: affine_map<()[s0, s1, s2, s3] -> (s2, s3)>
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indexing_maps: !LinalgIndexingMapsConfig
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static_indexing_maps:
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- affine_map<(d0, d1)[s0, s1, s2, s3] -> (d1 * s2, d0 * s3)>
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- affine_map<(d0, d1)[s0, s1, s2, s3] -> (d0, d1)>
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iterator_types:
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- parallel
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- parallel
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assignments:
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- !ScalarAssign
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arg: O
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value: !ScalarExpression
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scalar_arg: I
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# ODS-LABEL: def Test2Op : LinalgStructuredBase_Op<"test2"
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# ODS: let arguments =
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# ODS-NEXT: Variadic<AnyType>:$inputs,
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# ODS-NEXT: Variadic<AnyShaped>:$outputs,
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# ODS-NEXT: RankedI64ElementsAttr<[2]>:$strides
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# ODS: "Attribute":$strides
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# ODS: $_state.addAttribute("strides", strides);
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# ODS: bool hasDynamicIndexingMaps();
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# ODS-NEXT: LogicalResult verifyIndexingMapRequiredAttributes();
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# IMPL: getSymbolBindings(Test2Op self)
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# IMPL: cst2 = self.strides().getValue<int64_t>({ 0 });
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# IMPL-NEXT: getAffineConstantExpr(cst2, context)
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# IMPL: cst3 = self.strides().getValue<int64_t>({ 1 });
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# IMPL-NEXT: getAffineConstantExpr(cst3, context)
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# IMPL: Test2Op::indexing_maps()
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# IMPL: = getSymbolBindings(*this);
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# IMPL: "affine_map<(d0, d1)[s0, s1, s2, s3] -> (d1 * s2, d0 * s3)>"
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# IMPL: "affine_map<(d0, d1)[s0, s1, s2, s3] -> (d0, d1)>"
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# IMPL: Test2Op::getNumRegionArgs() { return 2; }
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# IMPL: Test2Op::hasDynamicIndexingMaps() { return true; }
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# IMPL: Test2Op::verifyIndexingMapRequiredAttributes()
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# IMPL: auto attr = op->getAttrOfType<DenseElementsAttr>("strides")
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# IMPL: "missing indexing map required attribute 'strides'"
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# IMPL: void Test2Op::regionBuilder(ImplicitLocOpBuilder &b, Block &block)
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# IMPL-NEXT: assert(2 > 0 && block.getNumArguments() == 2 &&
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# IMPL: yields.push_back(block.getArgument(0));
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