// // Copyright © 2021 Arm Ltd and Contributors. All rights reserved. // SPDX-License-Identifier: MIT // #include "armnnOnnxParser/IOnnxParser.hpp" #include "ParserPrototxtFixture.hpp" TEST_SUITE("OnnxParser_Shape") { struct ShapeMainFixture : public armnnUtils::ParserPrototxtFixture { ShapeMainFixture(const std::string& inputType, const std::string& outputType, const std::string& outputDim, const std::vector& inputShape) { m_Prototext = R"( ir_version: 8 producer_name: "onnx-example" graph { node { input: "Input" output: "Output" op_type: "Shape" } name: "shape-model" input { name: "Input" type { tensor_type { elem_type: )" + inputType + R"( shape { )" + ConstructShapeString(inputShape) + R"( } } } } output { name: "Output" type { tensor_type { elem_type: )" + outputType + R"( shape { dim { dim_value: )" + outputDim + R"( } } } } } } opset_import { version: 10 })"; } std::string ConstructShapeString(const std::vector& shape) { std::string shapeStr; for (int i : shape) { shapeStr = fmt::format("{} dim {{ dim_value: {} }}", shapeStr, i); } return shapeStr; } }; struct ShapeValidFloatFixture : ShapeMainFixture { ShapeValidFloatFixture() : ShapeMainFixture("1", "7", "4", { 1, 3, 1, 5 }) { Setup(); } }; struct ShapeValidIntFixture : ShapeMainFixture { ShapeValidIntFixture() : ShapeMainFixture("7", "7", "4", { 1, 3, 1, 5 }) { Setup(); } }; struct Shape3DFixture : ShapeMainFixture { Shape3DFixture() : ShapeMainFixture("1", "7", "3", { 3, 2, 3 }) { Setup(); } }; struct Shape2DFixture : ShapeMainFixture { Shape2DFixture() : ShapeMainFixture("1", "7", "2", { 2, 3 }) { Setup(); } }; struct Shape1DFixture : ShapeMainFixture { Shape1DFixture() : ShapeMainFixture("1", "7", "1", { 5 }) { Setup(); } }; struct ShapeInvalidFixture : ShapeMainFixture { ShapeInvalidFixture() : ShapeMainFixture("1", "1", "4", { 1, 3, 1, 5 }) {} }; TEST_CASE_FIXTURE(ShapeValidFloatFixture, "FloatValidShapeTest") { RunTest<2, int>({{"Input", { 0.0f, 1.0f, 2.0f, 3.0f, 4.0f, 4.0f, 3.0f, 2.0f, 1.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 4.0f }}}, {{"Output", { 1, 3, 1, 5 }}}); } TEST_CASE_FIXTURE(ShapeValidIntFixture, "IntValidShapeTest") { RunTest<2, int>({{"Input", { 0, 1, 2, 3, 4, 4, 3, 2, 1, 0, 0, 1, 2, 3, 4 }}}, {{"Output", { 1, 3, 1, 5 }}}); } TEST_CASE_FIXTURE(Shape3DFixture, "Shape3DTest") { RunTest<2, int>({{"Input", { 0.0f, 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 5.0f, 4.0f, 3.0f, 2.0f, 1.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 4.0f, 5.0f }}}, {{"Output", { 3, 2, 3 }}}); } TEST_CASE_FIXTURE(Shape2DFixture, "Shape2DTest") { RunTest<2, int>({{"Input", { 0.0f, 1.0f, 2.0f, 3.0f, 4.0f, 5.0f }}}, {{"Output", { 2, 3 }}}); } TEST_CASE_FIXTURE(Shape1DFixture, "Shape1DTest") { RunTest<2, int>({{"Input", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f }}}, {{"Output", { 5 }}}); } TEST_CASE_FIXTURE(ShapeInvalidFixture, "IncorrectOutputDataShapeTest") { CHECK_THROWS_AS(Setup(), armnn::ParseException); } }