| // |
| // Copyright © 2017 Arm Ltd. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| |
| #include "armnnOnnxParser/IOnnxParser.hpp" |
| #include "ParserPrototxtFixture.hpp" |
| #include "OnnxParserTestUtils.hpp" |
| |
| TEST_SUITE("OnnxParser_Reshape") |
| { |
| struct ReshapeMainFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| { |
| ReshapeMainFixture(const std::string& dataType) |
| { |
| m_Prototext = R"( |
| ir_version: 3 |
| producer_name: "CNTK" |
| producer_version: "2.5.1" |
| domain: "ai.cntk" |
| model_version: 1 |
| graph { |
| name: "CNTKGraph" |
| input { |
| name: "Input" |
| type { |
| tensor_type { |
| elem_type: )" + dataType + R"( |
| shape { |
| dim { |
| dim_value: 4 |
| } |
| } |
| } |
| } |
| } |
| input { |
| name: "Shape" |
| type { |
| tensor_type { |
| elem_type: 7 |
| shape { |
| dim { |
| dim_value: 2 |
| } |
| } |
| } |
| } |
| } |
| node { |
| input: "Input" |
| input: "Shape" |
| output: "Output" |
| name: "reshape" |
| op_type: "Reshape" |
| |
| } |
| initializer { |
| dims: 2 |
| data_type: 7 |
| int64_data: 2 |
| int64_data: 2 |
| name: "Shape" |
| } |
| output { |
| name: "Output" |
| type { |
| tensor_type { |
| elem_type: 1 |
| shape { |
| dim { |
| dim_value: 2 |
| } |
| dim { |
| dim_value: 2 |
| } |
| } |
| } |
| } |
| } |
| } |
| opset_import { |
| version: 7 |
| })"; |
| } |
| }; |
| |
| struct ReshapeRank4Fixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| { |
| ReshapeRank4Fixture(const std::string& dataType) |
| { |
| m_Prototext = R"( |
| ir_version: 3 |
| producer_name: "CNTK" |
| producer_version: "2.5.1" |
| domain: "ai.cntk" |
| model_version: 1 |
| graph { |
| name: "CNTKGraph" |
| input { |
| name: "Input" |
| type { |
| tensor_type { |
| elem_type: )" + dataType + R"( |
| shape { |
| dim { |
| dim_value: 2 |
| } |
| dim { |
| dim_value: 2 |
| } |
| dim { |
| dim_value: 3 |
| } |
| dim { |
| dim_value: 3 |
| } |
| } |
| } |
| } |
| } |
| input { |
| name: "Shape" |
| type { |
| tensor_type { |
| elem_type: 7 |
| shape { |
| dim { |
| dim_value: 2 |
| } |
| } |
| } |
| } |
| } |
| node { |
| input: "Input" |
| input: "Shape" |
| output: "Output" |
| name: "reshape" |
| op_type: "Reshape" |
| |
| } |
| initializer { |
| dims: 2 |
| data_type: 7 |
| int64_data: 2 |
| int64_data: 2 |
| name: "Shape" |
| } |
| output { |
| name: "Output" |
| type { |
| tensor_type { |
| elem_type: 1 |
| shape { |
| dim { |
| dim_value: 6 |
| } |
| dim { |
| dim_value: 6 |
| } |
| } |
| } |
| } |
| } |
| } |
| opset_import { |
| version: 7 |
| })"; |
| } |
| }; |
| |
| struct ReshapeValidFixture : ReshapeMainFixture |
| { |
| ReshapeValidFixture() : ReshapeMainFixture("1") { |
| Setup(); |
| } |
| }; |
| |
| struct ReshapeValidRank4Fixture : ReshapeRank4Fixture |
| { |
| ReshapeValidRank4Fixture() : ReshapeRank4Fixture("1") { |
| Setup(); |
| } |
| }; |
| |
| struct ReshapeInvalidFixture : ReshapeMainFixture |
| { |
| ReshapeInvalidFixture() : ReshapeMainFixture("10") { } |
| }; |
| |
| TEST_CASE_FIXTURE(ReshapeValidFixture, "ValidReshapeTest") |
| { |
| RunTest<2>({{"Input", { 0.0f, 1.0f, 2.0f, 3.0f }}}, {{"Output", { 0.0f, 1.0f, 2.0f, 3.0f }}}); |
| } |
| |
| TEST_CASE_FIXTURE(ReshapeValidRank4Fixture, "ValidRank4ReshapeTest") |
| { |
| RunTest<2>( |
| {{"Input", |
| {1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f}}}, |
| {{"Output", |
| {1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f}}}); |
| } |
| |
| TEST_CASE_FIXTURE(ReshapeInvalidFixture, "IncorrectDataTypeReshape") |
| { |
| CHECK_THROWS_AS(Setup(), armnn::ParseException); |
| } |
| |
| struct ReshapeNegativeReshapeFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| { |
| ReshapeNegativeReshapeFixture(const std::vector<int>& inputShape, |
| const std::vector<int>& shapeInputShape, |
| const std::vector<int>& outputShape, |
| const std::string& shape) |
| { |
| m_Prototext = R"( |
| ir_version: 3 |
| producer_name: "onnx-example" |
| graph { |
| name: "ReshapeGrapn" |
| input { |
| name: "Input" |
| type { |
| tensor_type { |
| elem_type: 1 |
| shape { |
| )" + armnnUtils::ConstructTensorShapeString(inputShape) + R"( |
| } |
| } |
| } |
| } |
| input { |
| name: "Shape" |
| type { |
| tensor_type { |
| elem_type: 7 |
| shape { |
| )" + armnnUtils::ConstructTensorShapeString(shapeInputShape) + R"( |
| } |
| } |
| } |
| } |
| node { |
| input: "Input" |
| input: "Shape" |
| output: "Output" |
| name: "reshape" |
| op_type: "Reshape" |
| } |
| initializer { |
| dims: 2 |
| data_type: 7 |
| )" + shape + R"( |
| name: "Shape" |
| } |
| output { |
| name: "Output" |
| type { |
| tensor_type { |
| elem_type: 1 |
| shape { |
| )" + armnnUtils::ConstructTensorShapeString(outputShape) + R"( |
| } |
| } |
| } |
| } |
| } |
| opset_import { |
| version: 7 |
| })"; |
| } |
| }; |
| |
| struct ReshapeNegativeReshape1DFixture : ReshapeNegativeReshapeFixture |
| { |
| ReshapeNegativeReshape1DFixture() : ReshapeNegativeReshapeFixture({ 1, 3, 1, 2 }, { 1 }, { 6 }, "int64_data: -1") |
| { |
| Setup(); |
| } |
| }; |
| |
| struct ReshapeNegativeReshape2DFixture : ReshapeNegativeReshapeFixture |
| { |
| ReshapeNegativeReshape2DFixture() : ReshapeNegativeReshapeFixture({ 2, 3, 1, 2 }, |
| { 2 }, |
| { 2, 6 }, |
| "int64_data: -1 int64_data: 6") |
| { |
| Setup(); |
| } |
| }; |
| |
| struct ReshapeNegativeReshape3DFixture : ReshapeNegativeReshapeFixture |
| { |
| ReshapeNegativeReshape3DFixture() : ReshapeNegativeReshapeFixture({ 2, 3, 1, 2 }, |
| { 3 }, |
| { 3, 1, 4 }, |
| "int64_data: 3 int64_data: -1 int64_data: 4") |
| { |
| Setup(); |
| } |
| }; |
| |
| struct ReshapeNegativeReshape4DFixture : ReshapeNegativeReshapeFixture |
| { |
| ReshapeNegativeReshape4DFixture() : ReshapeNegativeReshapeFixture( |
| { 2, 3, 1, 2 }, |
| { 4 }, |
| { 3, 1, 2, 2 }, |
| "int64_data: 3 int64_data: 1 int64_data: 2 int64_data: -1") |
| { |
| Setup(); |
| } |
| }; |
| |
| TEST_CASE_FIXTURE(ReshapeNegativeReshape1DFixture, "ReshapeNegativeReshape1DTest") |
| { |
| RunTest<1, 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(ReshapeNegativeReshape2DFixture, "ReshapeNegativeReshape2DTest") |
| { |
| RunTest<2, 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 }}}, |
| {{"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 }}}); |
| } |
| |
| TEST_CASE_FIXTURE(ReshapeNegativeReshape3DFixture, "ReshapeNegativeReshape3DTest") |
| { |
| RunTest<3, 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 }}}, |
| {{"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 }}}); |
| } |
| |
| TEST_CASE_FIXTURE(ReshapeNegativeReshape4DFixture, "ReshapeNegativeReshape4DTest") |
| { |
| RunTest<4, 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 }}}, |
| {{"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 }}}); |
| } |
| |
| struct ReshapeNonConstShapeFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| { |
| ReshapeNonConstShapeFixture(const std::vector<int>& inputShape, |
| const std::vector<int>& shapeInputShape, |
| const std::vector<int>& outputShape) |
| { |
| m_Prototext = R"( |
| ir_version: 3 |
| producer_name: "onnx-example" |
| graph { |
| name: "ReshapeGrapn" |
| input { |
| name: "Input" |
| type { |
| tensor_type { |
| elem_type: 1 |
| shape { |
| )" + armnnUtils::ConstructTensorShapeString(inputShape) + R"( |
| } |
| } |
| } |
| } |
| input { |
| name: "Shape" |
| type { |
| tensor_type { |
| elem_type: 7 |
| shape { |
| )" + armnnUtils::ConstructTensorShapeString(shapeInputShape) + R"( |
| } |
| } |
| } |
| } |
| node { |
| input: "Input" |
| input: "Shape" |
| output: "Output" |
| name: "reshape" |
| op_type: "Reshape" |
| } |
| output { |
| name: "Output" |
| type { |
| tensor_type { |
| elem_type: 1 |
| shape { |
| )" + armnnUtils::ConstructTensorShapeString(outputShape) + R"( |
| } |
| } |
| } |
| } |
| } |
| opset_import { |
| version: 7 |
| })"; |
| } |
| }; |
| |
| struct ReshapeNonConst1DShapeFixture : ReshapeNonConstShapeFixture |
| { |
| ReshapeNonConst1DShapeFixture() : ReshapeNonConstShapeFixture({ 1, 3, 1, 2 }, { 1 }, { 6 }) |
| { |
| Setup(); |
| } |
| }; |
| |
| struct ReshapeNonConst2DShapeFixture : ReshapeNonConstShapeFixture |
| { |
| ReshapeNonConst2DShapeFixture() : ReshapeNonConstShapeFixture({ 2, 3, 2, 2 }, { 2 }, { 2, 12 }) |
| { |
| Setup(); |
| } |
| }; |
| |
| struct ReshapeInvalidNonConstShapeFixture : ReshapeNonConstShapeFixture |
| { |
| ReshapeInvalidNonConstShapeFixture() : ReshapeNonConstShapeFixture({ 2, 3, 2, 2 }, { 3 }, { 2, 3, 4 }) |
| { |
| } |
| }; |
| |
| struct ReshapeInvalidDimNonConstShapeFixture : ReshapeNonConstShapeFixture |
| { |
| ReshapeInvalidDimNonConstShapeFixture() : ReshapeNonConstShapeFixture({ 2, 3, 2, 2 }, { 1, 2 }, { 2, 3, 4 }) |
| { |
| } |
| }; |
| |
| TEST_CASE_FIXTURE(ReshapeNonConst1DShapeFixture, "ReshapeNonConst1DShapeTest") |
| { |
| RunTest<1, 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(ReshapeNonConst2DShapeFixture, "ReshapeNonConst2DShapeTest") |
| { |
| RunTest<2, 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 }}}, |
| {{"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 }}}); |
| } |
| |
| TEST_CASE_FIXTURE(ReshapeInvalidNonConstShapeFixture, "ReshapeInvalidNonConstShapeTest") |
| { |
| CHECK_THROWS_AS(Setup(), armnn::ParseException); |
| } |
| |
| TEST_CASE_FIXTURE(ReshapeInvalidDimNonConstShapeFixture, "ReshapeInvalidDimNonConstShapeTest") |
| { |
| CHECK_THROWS_AS(Setup(), armnn::ParseException); |
| } |
| |
| } |