// // Copyright © 2021 Arm Ltd and Contributors. All rights reserved. // SPDX-License-Identifier: MIT // #include "armnnOnnxParser/IOnnxParser.hpp" #include "ParserPrototxtFixture.hpp" #include "OnnxParserTestUtils.hpp" TEST_SUITE("OnnxParser_Concat") { struct ConcatFixture : public armnnUtils::ParserPrototxtFixture { ConcatFixture(const std::string& axis, const std::vector& input0Shape, const std::vector& input1Shape, const std::vector& outputShape) { m_Prototext = R"( ir_version: 8 producer_name: "onnx-example" graph { node { input: "Input0" input: "Input1" output: "Output" op_type: "Concat" attribute { name: "axis" i: )" + axis + R"( type: INT } } name: "concat-model" input { name: "Input0" type { tensor_type { elem_type: 1 shape { )" + armnnUtils::ConstructTensorShapeString(input0Shape) + R"( } } } } input { name: "Input1" type { tensor_type { elem_type: 1 shape { )" + armnnUtils::ConstructTensorShapeString(input1Shape) + R"( } } } } output { name: "Output" type { tensor_type { elem_type: 1 shape { )" + armnnUtils::ConstructTensorShapeString(outputShape) + R"( } } } } })"; Setup(); } }; struct ConcatAxis0Fixture : ConcatFixture { ConcatAxis0Fixture() : ConcatFixture("0", { 1, 3, 2, 5 }, { 1, 3, 2, 5 }, { 2, 3, 2, 5 }) {} }; struct ConcatAxis1Fixture : ConcatFixture { ConcatAxis1Fixture() : ConcatFixture("1", { 2, 2, 1, 3 }, { 2, 1, 1, 3 }, { 2, 3, 1, 3 }) {} }; struct ConcatAxis2Fixture : ConcatFixture { ConcatAxis2Fixture() : ConcatFixture("2", { 2, 3, 1, 1 }, { 2, 3, 2, 1 }, { 2, 3, 3, 1 }) {} }; struct ConcatAxis3Fixture : ConcatFixture { ConcatAxis3Fixture() : ConcatFixture("3", { 1, 3, 2, 2 }, { 1, 3, 2, 2 }, { 1, 3, 2, 4 }) {} }; struct ConcatNegativeAxisFixture : ConcatFixture { ConcatNegativeAxisFixture() : ConcatFixture("-1", { 1, 2, 5 }, { 1, 2, 3 }, { 1, 2, 8 }) {} }; TEST_CASE_FIXTURE(ConcatAxis0Fixture, "ConcatAxis0Test") { RunTest<4, float>({{"Input0", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f, 17.0f, 18.0f, 19.0f, 20.0f, 21.0f, 22.0f, 23.0f, 24.0f, 25.0f, 26.0f, 27.0f, 28.0f, 29.0f, 30.0f }}, {"Input1", { 31.0f, 32.0f, 33.0f, 34.0f, 35.0f, 36.0f, 37.0f, 38.0f, 39.0f, 40.0f, 41.0f, 42.0f, 43.0f, 44.0f, 45.0f, 46.0f, 47.0f, 48.0f, 49.0f, 50.0f, 51.0f, 52.0f, 53.0f, 54.0f, 55.0f, 56.0f, 57.0f, 58.0f, 59.0f, 60.0f }}}, {{"Output", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f, 17.0f, 18.0f, 19.0f, 20.0f, 21.0f, 22.0f, 23.0f, 24.0f, 25.0f, 26.0f, 27.0f, 28.0f, 29.0f, 30.0f, 31.0f, 32.0f, 33.0f, 34.0f, 35.0f, 36.0f, 37.0f, 38.0f, 39.0f, 40.0f, 41.0f, 42.0f, 43.0f, 44.0f, 45.0f, 46.0f, 47.0f, 48.0f, 49.0f, 50.0f, 51.0f, 52.0f, 53.0f, 54.0f, 55.0f, 56.0f, 57.0f, 58.0f, 59.0f, 60.0f }}}); } TEST_CASE_FIXTURE(ConcatAxis1Fixture, "ConcatAxis1est") { RunTest<4, float>({{"Input0", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f }}, {"Input1", { 13.0f, 14.0f, 15.0f, 16.0f, 17.0f, 18.0f }}}, {{"Output", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 13.0f, 14.0f, 15.0f, 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f, 16.0f, 17.0f, 18.0f }}}); } TEST_CASE_FIXTURE(ConcatAxis2Fixture, "ConcatAxis2Test") { RunTest<4, float>({{"Input0", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f }}, {"Input1", { 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f, 17.0f, 18.0f }}}, {{"Output", { 1.0f, 7.0f, 8.0f, 2.0f, 9.0f, 10.0f, 3.0f, 11.0f, 12.0f, 4.0f, 13.0f, 14.0f, 5.0f, 15.0f, 16.0f, 6.0f, 17.0f, 18.0f }}}); } TEST_CASE_FIXTURE(ConcatAxis3Fixture, "ConcatAxis3Test") { RunTest<4, float>({{"Input0", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f }}, {"Input1", { 13.0f, 14.0f, 15.0f, 16.0f, 17.0f, 18.0f, 19.0f, 20.0f, 21.0f, 22.0f, 23.0f, 24.0f }}}, {{"Output", { 1.0f, 2.0f, 13.0f, 14.0f, 3.0f, 4.0f, 15.0f, 16.0f, 5.0f, 6.0f, 17.0f, 18.0f, 7.0f, 8.0f, 19.0f, 20.0f, 9.0f, 10.0f, 21.0f, 22.0f, 11.0f, 12.0f, 23.0f, 24.0f }}}); } TEST_CASE_FIXTURE(ConcatNegativeAxisFixture, "ConcatNegativeAxisTest") { RunTest<3, float>({{"Input0", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f }}, {"Input1", { 11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f }}}, {{"Output", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 11.0f, 12.0f, 13.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f, 14.0f, 15.0f, 16.0f }}}); } struct ConcatMultipleInputsFixture : public armnnUtils::ParserPrototxtFixture { ConcatMultipleInputsFixture() { m_Prototext = R"( ir_version: 8 producer_name: "onnx-example" graph { node { input: "Input0" input: "Input1" input: "Input2" output: "Output" op_type: "Concat" attribute { name: "axis" i: 1 type: INT } } name: "concat-model" input { name: "Input0" type { tensor_type { elem_type: 1 shape { dim { dim_value: 3 } dim { dim_value: 2 } } } } } input { name: "Input1" type { tensor_type { elem_type: 1 shape { dim { dim_value: 3 } dim { dim_value: 3 } } } } } input { name: "Input2" type { tensor_type { elem_type: 1 shape { dim { dim_value: 3 } dim { dim_value: 1 } } } } } output { name: "Output" type { tensor_type { elem_type: 1 shape { dim { dim_value: 3 } dim { dim_value: 6 } } } } } })"; Setup(); } }; TEST_CASE_FIXTURE(ConcatMultipleInputsFixture, "ConcatMultipleInputsTest") { RunTest<2, float>({{"Input0", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f }}, {"Input1", { 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f, 13.0f, 14.0f, 15.0f }}, {"Input2", { 16.0f, 17.0f, 18.0f }}}, {{"Output", { 1.0f, 2.0f, 7.0f, 8.0f, 9.0f, 16.0f, 3.0f, 4.0f, 10.0f, 11.0f, 12.0f, 17.0f, 5.0f, 6.0f, 13.0f, 14.0f, 15.0f, 18.0f }}}); } }