| // |
| // 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<armnnOnnxParser::IOnnxParser> |
| { |
| ConcatFixture(const std::string& axis, |
| const std::vector<int>& input0Shape, |
| const std::vector<int>& input1Shape, |
| const std::vector<int>& 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<armnnOnnxParser::IOnnxParser> |
| { |
| 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 }}}); |
| } |
| |
| } |