// // 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_Unsqueeze") { struct UnsqueezeFixture : public armnnUtils::ParserPrototxtFixture { UnsqueezeFixture(const std::vector& axes, const std::vector& inputShape, const std::vector& outputShape) { m_Prototext = R"( ir_version: 8 producer_name: "onnx-example" graph { node { input: "Input" output: "Output" op_type: "Unsqueeze" )" + armnnUtils::ConstructIntsAttribute("axes", axes) + R"( } name: "test-model" input { name: "Input" type { tensor_type { elem_type: 1 shape { )" + armnnUtils::ConstructTensorShapeString(inputShape) + R"( } } } } output { name: "Output" type { tensor_type { elem_type: 1 shape { )" + armnnUtils::ConstructTensorShapeString(outputShape) + R"( } } } } })"; } }; struct UnsqueezeSingleAxesFixture : UnsqueezeFixture { UnsqueezeSingleAxesFixture() : UnsqueezeFixture({ 0 }, { 2, 3 }, { 1, 2, 3 }) { Setup(); } }; struct UnsqueezeMultiAxesFixture : UnsqueezeFixture { UnsqueezeMultiAxesFixture() : UnsqueezeFixture({ 1, 3 }, { 3, 2, 5 }, { 3, 1, 2, 1, 5 }) { Setup(); } }; struct UnsqueezeUnsortedAxesFixture : UnsqueezeFixture { UnsqueezeUnsortedAxesFixture() : UnsqueezeFixture({ 3, 0, 1 }, { 2, 5 }, { 1, 1, 2, 1, 5 }) { Setup(); } }; struct UnsqueezeScalarFixture : UnsqueezeFixture { UnsqueezeScalarFixture() : UnsqueezeFixture({ 0 }, { }, { 1 }) { Setup(); } }; TEST_CASE_FIXTURE(UnsqueezeSingleAxesFixture, "UnsqueezeSingleAxesTest") { RunTest<3, float>({{"Input", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f }}}, {{"Output", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f }}}); } TEST_CASE_FIXTURE(UnsqueezeMultiAxesFixture, "UnsqueezeMultiAxesTest") { RunTest<5, float>({{"Input", { 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 }}}, {{"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 }}}); } TEST_CASE_FIXTURE(UnsqueezeUnsortedAxesFixture, "UnsqueezeUnsortedAxesTest") { RunTest<5, float>({{"Input", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f }}}, {{"Output", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f }}}); } TEST_CASE_FIXTURE(UnsqueezeScalarFixture, "UnsqueezeScalarTest") { RunTest<1, float>({{"Input", { 1.0f }}}, {{"Output", { 1.0f }}}); } struct UnsqueezeInputAxesFixture : public armnnUtils::ParserPrototxtFixture { UnsqueezeInputAxesFixture() { m_Prototext = R"( ir_version: 8 producer_name: "onnx-example" graph { node { input: "Input" input: "Axes" output: "Output" op_type: "Unsqueeze" } initializer { dims: 2 data_type: 7 int64_data: 0 int64_data: 3 name: "Axes" } name: "test-model" input { name: "Input" type { tensor_type { elem_type: 1 shape { dim { dim_value: 3 } dim { dim_value: 2 } dim { dim_value: 5 } } } } } output { name: "Output" type { tensor_type { elem_type: 1 shape { dim { dim_value: 1 } dim { dim_value: 3 } dim { dim_value: 2 } dim { dim_value: 1 } dim { dim_value: 5 } } } } } })"; Setup(); } }; TEST_CASE_FIXTURE(UnsqueezeInputAxesFixture, "UnsqueezeInputAxesTest") { RunTest<5, float>({{"Input", { 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 }}}, {{"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 }}}); } }