| // |
| // Copyright © 2017 Arm Ltd. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| |
| #include <boost/test/unit_test.hpp> |
| #include "ParserFlatbuffersFixture.hpp" |
| #include "../TfLiteParser.hpp" |
| |
| #include <string> |
| #include <iostream> |
| |
| BOOST_AUTO_TEST_SUITE(TensorflowLiteParser) |
| |
| struct SplitFixture : public ParserFlatbuffersFixture |
| { |
| explicit SplitFixture(const std::string& inputShape, |
| const std::string& axisShape, |
| const std::string& numSplits, |
| const std::string& outputShape1, |
| const std::string& outputShape2, |
| const std::string& axisData, |
| const std::string& dataType) |
| { |
| m_JsonString = R"( |
| { |
| "version": 3, |
| "operator_codes": [ { "builtin_code": "SPLIT" } ], |
| "subgraphs": [ { |
| "tensors": [ |
| { |
| "shape": )" + inputShape + R"(, |
| "type": )" + dataType + R"(, |
| "buffer": 0, |
| "name": "inputTensor", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ 1.0 ], |
| "zero_point": [ 0 ], |
| } |
| }, |
| { |
| "shape": )" + axisShape + R"(, |
| "type": "INT32", |
| "buffer": 1, |
| "name": "axis", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ 1.0 ], |
| "zero_point": [ 0 ], |
| } |
| }, |
| { |
| "shape": )" + outputShape1 + R"( , |
| "type":)" + dataType + R"(, |
| "buffer": 2, |
| "name": "outputTensor1", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ 1.0 ], |
| "zero_point": [ 0 ], |
| } |
| }, |
| { |
| "shape": )" + outputShape2 + R"( , |
| "type":)" + dataType + R"(, |
| "buffer": 3, |
| "name": "outputTensor2", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ 1.0 ], |
| "zero_point": [ 0 ], |
| } |
| } |
| ], |
| "inputs": [ 0 ], |
| "outputs": [ 2, 3 ], |
| "operators": [ |
| { |
| "opcode_index": 0, |
| "inputs": [ 1, 0 ], |
| "outputs": [ 2, 3 ], |
| "builtin_options_type": "SplitOptions", |
| "builtin_options": { |
| "num_splits": )" + numSplits + R"( |
| }, |
| "custom_options_format": "FLEXBUFFERS" |
| } |
| ], |
| } ], |
| "buffers" : [ {}, {"data": )" + axisData + R"( }, {}, {} ] |
| } |
| )"; |
| |
| Setup(); |
| } |
| }; |
| |
| |
| struct SimpleSplitFixtureFloat32 : SplitFixture |
| { |
| SimpleSplitFixtureFloat32() |
| : SplitFixture( "[ 2, 2, 2, 2 ]", "[ ]", "2", "[ 2, 1, 2, 2 ]", "[ 2, 1, 2, 2 ]", "[ 1, 0, 0, 0 ]", "FLOAT32") |
| {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(ParseAxisOneSplitTwoFloat32, SimpleSplitFixtureFloat32) |
| { |
| |
| RunTest<4, armnn::DataType::Float32>( |
| 0, |
| { {"inputTensor", { 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 } } }, |
| { {"outputTensor1", { 1.0f, 2.0f, 3.0f, 4.0f, 9.0f, 10.0f, 11.0f, 12.0f } }, |
| {"outputTensor2", { 5.0f, 6.0f, 7.0f, 8.0f, 13.0f, 14.0f, 15.0f, 16.0f } } }); |
| } |
| |
| struct SimpleSplitAxisThreeFixtureFloat32 : SplitFixture |
| { |
| SimpleSplitAxisThreeFixtureFloat32() |
| : SplitFixture( "[ 2, 2, 2, 2 ]", "[ ]", "2", "[ 2, 2, 2, 1 ]", "[ 2, 2, 2, 1 ]", "[ 3, 0, 0, 0 ]", "FLOAT32") |
| {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(ParseAxisThreeSplitTwoFloat32, SimpleSplitAxisThreeFixtureFloat32) |
| { |
| RunTest<4, armnn::DataType::Float32>( |
| 0, |
| { {"inputTensor", { 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 } } }, |
| { {"outputTensor1", { 1.0f, 3.0f, 5.0f, 7.0f, 9.0f, 11.0f, 13.0f, 15.0f } }, |
| {"outputTensor2", { 2.0f, 4.0f, 6.0f, 8.0f, 10.0f, 12.0f, 14.0f, 16.0f } } } ); |
| } |
| |
| struct SimpleSplit2DFixtureFloat32 : SplitFixture |
| { |
| SimpleSplit2DFixtureFloat32() |
| : SplitFixture( "[ 1, 8 ]", "[ ]", "2", "[ 1, 4 ]", "[ 1, 4 ]", "[ 1, 0, 0, 0 ]", "FLOAT32") |
| {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(SimpleSplit2DFloat32, SimpleSplit2DFixtureFloat32) |
| { |
| RunTest<2, armnn::DataType::Float32>( |
| 0, |
| { {"inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f } } }, |
| { {"outputTensor1", { 1.0f, 2.0f, 3.0f, 4.0f } }, |
| {"outputTensor2", { 5.0f, 6.0f, 7.0f, 8.0f } } } ); |
| } |
| |
| struct SimpleSplit3DFixtureFloat32 : SplitFixture |
| { |
| SimpleSplit3DFixtureFloat32() |
| : SplitFixture( "[ 1, 8, 2 ]", "[ ]", "2", "[ 1, 4, 2 ]", "[ 1, 4, 2 ]", "[ 1, 0, 0, 0 ]", "FLOAT32") |
| {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(SimpleSplit3DFloat32, SimpleSplit3DFixtureFloat32) |
| { |
| RunTest<3, armnn::DataType::Float32>( |
| 0, |
| { {"inputTensor", { 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 } } }, |
| { {"outputTensor1", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f } }, |
| {"outputTensor2", { 9.0f, 10.0f, 11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f } } } ); |
| } |
| |
| struct SimpleSplitFixtureUint8 : SplitFixture |
| { |
| SimpleSplitFixtureUint8() |
| : SplitFixture( "[ 2, 2, 2, 2 ]", "[ ]", "2", "[ 2, 1, 2, 2 ]", "[ 2, 1, 2, 2 ]", "[ 1, 0, 0, 0 ]", "UINT8") |
| {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(ParseAxisOneSplitTwoUint8, SimpleSplitFixtureUint8) |
| { |
| |
| RunTest<4, armnn::DataType::QuantisedAsymm8>( |
| 0, |
| { {"inputTensor", { 1, 2, 3, 4, 5, 6, 7, 8, |
| 9, 10, 11, 12, 13, 14, 15, 16 } } }, |
| { {"outputTensor1", { 1, 2, 3, 4, 9, 10, 11, 12 } }, |
| {"outputTensor2", { 5, 6, 7, 8, 13, 14, 15, 16 } } }); |
| } |
| |
| struct SimpleSplitAxisThreeFixtureUint8 : SplitFixture |
| { |
| SimpleSplitAxisThreeFixtureUint8() |
| : SplitFixture( "[ 2, 2, 2, 2 ]", "[ ]", "2", "[ 2, 2, 2, 1 ]", "[ 2, 2, 2, 1 ]", "[ 3, 0, 0, 0 ]", "UINT8") |
| {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(ParseAxisThreeSplitTwoUint8, SimpleSplitAxisThreeFixtureUint8) |
| { |
| RunTest<4, armnn::DataType::QuantisedAsymm8>( |
| 0, |
| { {"inputTensor", { 1, 2, 3, 4, 5, 6, 7, 8, |
| 9, 10, 11, 12, 13, 14, 15, 16 } } }, |
| { {"outputTensor1", { 1, 3, 5, 7, 9, 11, 13, 15 } }, |
| {"outputTensor2", { 2, 4, 6, 8, 10, 12, 14, 16 } } } ); |
| } |
| |
| struct SimpleSplit2DFixtureUint8 : SplitFixture |
| { |
| SimpleSplit2DFixtureUint8() |
| : SplitFixture( "[ 1, 8 ]", "[ ]", "2", "[ 1, 4 ]", "[ 1, 4 ]", "[ 1, 0, 0, 0 ]", "UINT8") |
| {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(SimpleSplit2DUint8, SimpleSplit2DFixtureUint8) |
| { |
| RunTest<2, armnn::DataType::QuantisedAsymm8>( |
| 0, |
| { {"inputTensor", { 1, 2, 3, 4, 5, 6, 7, 8 } } }, |
| { {"outputTensor1", { 1, 2, 3, 4 } }, |
| {"outputTensor2", { 5, 6, 7, 8 } } } ); |
| } |
| |
| struct SimpleSplit3DFixtureUint8 : SplitFixture |
| { |
| SimpleSplit3DFixtureUint8() |
| : SplitFixture( "[ 1, 8, 2 ]", "[ ]", "2", "[ 1, 4, 2 ]", "[ 1, 4, 2 ]", "[ 1, 0, 0, 0 ]", "UINT8") |
| {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(SimpleSplit3DUint8, SimpleSplit3DFixtureUint8) |
| { |
| RunTest<3, armnn::DataType::QuantisedAsymm8>( |
| 0, |
| { {"inputTensor", { 1, 2, 3, 4, 5, 6, 7, 8, |
| 9, 10, 11, 12, 13, 14, 15, 16 } } }, |
| { {"outputTensor1", { 1, 2, 3, 4, 5, 6, 7, 8 } }, |
| {"outputTensor2", { 9, 10, 11, 12, 13, 14, 15, 16 } } } ); |
| } |
| |
| BOOST_AUTO_TEST_SUITE_END() |