| // |
| // 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<armnnOnnxParser::IOnnxParser> |
| { |
| UnsqueezeFixture(const std::vector<int>& axes, |
| const std::vector<int>& inputShape, |
| const std::vector<int>& 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<armnnOnnxParser::IOnnxParser> |
| { |
| 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 }}}); |
| } |
| |
| } |