// // Copyright © 2021 Arm Ltd. All rights reserved. // SPDX-License-Identifier: MIT // #include "ParserFlatbuffersFixture.hpp" #include "../TfLiteParser.hpp" #include #include TEST_SUITE("TensorflowLiteParser_ExpandDims") { struct ExpandDimsFixture : public ParserFlatbuffersFixture { explicit ExpandDimsFixture(const std::string& inputShape, const std::string& outputShape, const std::string& axis) { m_JsonString = R"( { "version": 3, "operator_codes": [ { "builtin_code": "EXPAND_DIMS" } ], "subgraphs": [ { "tensors": [ { "shape": )" + inputShape + R"(, "type": "UINT8", "buffer": 0, "name": "inputTensor", "quantization": { "min": [ 0.0 ], "max": [ 255.0 ], "scale": [ 1.0 ], "zero_point": [ 0 ], } }, { "shape": )" + outputShape + R"( , "type": "UINT8", "buffer": 1, "name": "outputTensor", "quantization": { "min": [ 0.0 ], "max": [ 255.0 ], "scale": [ 1.0 ], "zero_point": [ 0 ], } }, { "shape": [ 1 ], "type": "UINT8", "buffer": 2, "name": "expand_dims", "quantization": { "min": [ 0.0 ], "max": [ 255.0 ], "scale": [ 1.0 ], "zero_point": [ 0 ], } }, ], "inputs": [ 0 ], "outputs": [ 1 ], "operators": [ { "opcode_index": 0, "inputs": [ 0 , 2 ], "outputs": [ 1 ], "custom_options_format": "FLEXBUFFERS" } ], } ], "buffers" : [ { }, { }, { "data": )" + axis + R"(, }, ] } )"; SetupSingleInputSingleOutput("inputTensor", "outputTensor"); } }; struct ExpandDimsFixture3dto4Daxis0 : ExpandDimsFixture { ExpandDimsFixture3dto4Daxis0() : ExpandDimsFixture("[ 2, 2, 1 ]", "[ 1, 2, 2, 1 ]", "[ 0, 0, 0, 0 ]") {} }; TEST_CASE_FIXTURE(ExpandDimsFixture3dto4Daxis0, "ParseExpandDims3Dto4Daxis0") { RunTest<4, armnn::DataType::QAsymmU8>(0, {{ "inputTensor", { 1, 2, 3, 4 } } }, {{ "outputTensor", { 1, 2, 3, 4 } } }); } struct ExpandDimsFixture3dto4Daxis3 : ExpandDimsFixture { ExpandDimsFixture3dto4Daxis3() : ExpandDimsFixture("[ 1, 2, 2 ]", "[ 1, 2, 2, 1 ]", "[ 3, 0, 0, 0 ]") {} }; TEST_CASE_FIXTURE(ExpandDimsFixture3dto4Daxis3, "ParseExpandDims3Dto4Daxis3") { RunTest<4, armnn::DataType::QAsymmU8>(0, {{ "inputTensor", { 1, 2, 3, 4 } } }, {{ "outputTensor", { 1, 2, 3, 4 } } }); } }