// // Copyright © 2022 Arm Ltd and Contributors. All rights reserved. // SPDX-License-Identifier: MIT // #include "ParserFlatbuffersFixture.hpp" TEST_SUITE("TensorflowLiteParser_Pad") { struct PadV2Fixture : public ParserFlatbuffersFixture { explicit PadV2Fixture(const std::string& inputShape, const std::string& outputShape, const std::string& padListShape, const std::string& padListData, const std::string& constantValuesShape, const std::string& constantValuesData, const std::string& dataType = "FLOAT32", const std::string& scale = "1.0", const std::string& offset = "0") { m_JsonString = R"( { "version": 3, "operator_codes": [ { "builtin_code": "PADV2" } ], "subgraphs": [ { "tensors": [ { "shape": )" + inputShape + R"(, "type": )" + dataType + R"(, "buffer": 0, "name": "inputTensor", "quantization": { "min": [ 0.0 ], "max": [ 255.0 ], "scale": [ )" + scale + R"( ], "zero_point": [ )" + offset + R"( ], } }, { "shape": )" + outputShape + R"(, "type": )" + dataType + R"(, "buffer": 1, "name": "outputTensor", "quantization": { "min": [ 0.0 ], "max": [ 255.0 ], "scale": [ )" + scale + R"( ], "zero_point": [ )" + offset + R"( ], } }, { "shape": )" + padListShape + R"( , "type": "INT64", "buffer": 2, "name": "padList", "quantization": { "min": [ 0.0 ], "max": [ 255.0 ], "scale": [ 1.0 ], "zero_point": [ 0 ], } }, { "shape": )" + constantValuesShape + R"( , "type": )" + dataType + R"(, "buffer": 3, "name": "constantValues", "quantization": { "min": [ 0.0 ], "max": [ 255.0 ], "scale": [ 1.0 ], "zero_point": [ 0 ], } } ], "inputs": [ 0 ], "outputs": [ 1 ], "operators": [ { "opcode_index": 0, "inputs": [ 0, 2, 3 ], "outputs": [ 1 ], "custom_options_format": "FLEXBUFFERS" } ], } ], "buffers" : [ { }, { }, { "data": )" + padListData + R"(, }, { "data": )" + constantValuesData + R"(, }, ] } )"; SetupSingleInputSingleOutput("inputTensor", "outputTensor"); } }; struct SimplePadV2Fixture : public PadV2Fixture { SimplePadV2Fixture() : PadV2Fixture("[ 2,3 ]", "[ 4,7 ]", "[ 2,2 ]", "[ 1,0,0,0,0,0,0,0, 1,0,0,0,0,0,0,0, 2,0,0,0,0,0,0,0, 2,0,0,0,0,0,0,0 ]", "[1]", "[0,0,160,64]") {} }; TEST_CASE_FIXTURE(SimplePadV2Fixture, "ParsePadV2") { RunTest<2, armnn::DataType::Float32> (0, {{ "inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f }}}, {{ "outputTensor", { 5.0f, 5.0f, 5.0f, 5.0f, 5.0f, 5.0f, 5.0f, 5.0f, 5.0f, 1.0f, 2.0f, 3.0f, 5.0f, 5.0f, 5.0f, 5.0f, 4.0f, 5.0f, 6.0f, 5.0f, 5.0f, 5.0f, 5.0f, 5.0f, 5.0f, 5.0f, 5.0f, 5.0f }}}); } struct NoConstValuePadV2Fixture : public PadV2Fixture { NoConstValuePadV2Fixture() : PadV2Fixture("[ 2,3 ]", "[ 4,7 ]", "[ 2,2 ]", "[ 1,0,0,0,0,0,0,0, 1,0,0,0,0,0,0,0, 2,0,0,0,0,0,0,0, 2,0,0,0,0,0,0,0 ]", "[]", "[]") {} }; TEST_CASE_FIXTURE(NoConstValuePadV2Fixture, "ParsePadV2NoConstValue") { RunTest<2, armnn::DataType::Float32> (0, {{ "inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f }}}, {{ "outputTensor", { 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, .0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 0.0f, 0.0f, 0.0f, 4.0f, 5.0f, 6.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f }}}); } struct Uint8PadV2Fixture : public PadV2Fixture { Uint8PadV2Fixture() : PadV2Fixture("[ 2,3 ]", "[ 4,7 ]", "[ 2,2 ]", "[ 1,0,0,0,0,0,0,0, 1,0,0,0,0,0,0,0, 2,0,0,0,0,0,0,0, 2,0,0,0,0,0,0,0 ]", "[1]", "[1]","UINT8", "-2.0", "3") {} }; TEST_CASE_FIXTURE(Uint8PadV2Fixture, "ParsePadV2Uint8") { RunTest<2, armnn::DataType::QAsymmU8> (0, {{ "inputTensor", { 1, 2, 3, 4, 5, 6 }}}, {{ "outputTensor", { 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 3, 1, 1, 1, 1, 4, 5, 6, 1, 1, 1, 1, 1, 1, 1, 1, 1 }}}); } struct Int8PadV2Fixture : public PadV2Fixture { Int8PadV2Fixture() : PadV2Fixture("[ 2,3 ]", "[ 4,7 ]", "[ 2,2 ]", "[ 1,0,0,0,0,0,0,0, 1,0,0,0,0,0,0,0, 2,0,0,0,0,0,0,0, 2,0,0,0,0,0,0,0 ]", "[1]", "[2]","INT8", "-2.0", "3") {} }; TEST_CASE_FIXTURE(Int8PadV2Fixture, "ParsePadV2Int8") { RunTest<2, armnn::DataType::QAsymmS8> (0, {{ "inputTensor", { 1, -2, 3, 4, 5, -6 }}}, {{ "outputTensor", { 2, 2, 2, 2, 2, 2, 2, 2, 2, 1, -2, 3, 2, 2, 2, 2, 4, 5, -6, 2, 2, 2, 2, 2, 2, 2, 2, 2 }}}); } }