// // Copyright © 2017 Arm Ltd. All rights reserved. // SPDX-License-Identifier: MIT // #include #include "ParserFlatbuffersFixture.hpp" #include "../TfLiteParser.hpp" #include #include 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) { m_JsonString = R"( { "version": 3, "operator_codes": [ { "builtin_code": "SPLIT" } ], "subgraphs": [ { "tensors": [ { "shape": )" + inputShape + R"(, "type": "FLOAT32", "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": "FLOAT32", "buffer": 2, "name": "outputTensor1", "quantization": { "min": [ 0.0 ], "max": [ 255.0 ], "scale": [ 1.0 ], "zero_point": [ 0 ], } }, { "shape": )" + outputShape2 + R"( , "type": "FLOAT32", "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 SimpleSplitFixture : SplitFixture { SimpleSplitFixture() : SplitFixture( "[ 2, 2, 2, 2 ]", "[ ]", "2", "[ 2, 1, 2, 2 ]", "[ 2, 1, 2, 2 ]", "[ 1, 0, 0, 0 ]") {} }; BOOST_FIXTURE_TEST_CASE(ParseAxisOneSplitTwo, SimpleSplitFixture) { 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 SimpleSplitAxisThreeFixture : SplitFixture { SimpleSplitAxisThreeFixture() : SplitFixture( "[ 2, 2, 2, 2 ]", "[ ]", "2", "[ 2, 2, 2, 1 ]", "[ 2, 2, 2, 1 ]", "[ 3, 0, 0, 0 ]") {} }; BOOST_FIXTURE_TEST_CASE(ParseAxisThreeSplitTwo, SimpleSplitAxisThreeFixture) { 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 SimpleSplit2DFixture : SplitFixture { SimpleSplit2DFixture() : SplitFixture( "[ 1, 8 ]", "[ ]", "2", "[ 1, 4 ]", "[ 1, 4 ]", "[ 1, 0, 0, 0 ]") {} }; BOOST_FIXTURE_TEST_CASE(SimpleSplit2D, SimpleSplit2DFixture) { 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 SimpleSplit3DFixture : SplitFixture { SimpleSplit3DFixture() : SplitFixture( "[ 1, 8, 2 ]", "[ ]", "2", "[ 1, 4, 2 ]", "[ 1, 4, 2 ]", "[ 1, 0, 0, 0 ]") {} }; BOOST_FIXTURE_TEST_CASE(SimpleSplit3D, SimpleSplit3DFixture) { 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 } } } ); } BOOST_AUTO_TEST_SUITE_END()