// // Copyright © 2017 Arm Ltd. All rights reserved. // SPDX-License-Identifier: MIT // #include #include "armnnTfLiteParser/ITfLiteParser.hpp" #include "ParserFlatbuffersFixture.hpp" BOOST_AUTO_TEST_SUITE(TensorflowLiteParser) struct AvgPool2DFixture : public ParserFlatbuffersFixture { explicit AvgPool2DFixture(std::string inputdim, std::string outputdim, std::string dataType) { m_JsonString = R"( { "version": 3, "operator_codes": [ { "builtin_code": "AVERAGE_POOL_2D" } ], "subgraphs": [ { "tensors": [ { "shape": )" + outputdim + R"(, "type": )" + dataType + R"(, "buffer": 0, "name": "OutputTensor", "quantization": { "min": [ 0.0 ], "max": [ 255.0 ], "scale": [ 1.0 ], "zero_point": [ 0 ] } }, { "shape": )" + inputdim + R"(, "type": )" + dataType + R"(, "buffer": 1, "name": "InputTensor", "quantization": { "min": [ 0.0 ], "max": [ 255.0 ], "scale": [ 1.0 ], "zero_point": [ 0 ] } } ], "inputs": [ 1 ], "outputs": [ 0 ], "operators": [ { "opcode_index": 0, "inputs": [ 1 ], "outputs": [ 0 ], "builtin_options_type": "Pool2DOptions", "builtin_options": { "padding": "VALID", "stride_w": 2, "stride_h": 2, "filter_width": 2, "filter_height": 2, "fused_activation_function": "NONE" }, "custom_options_format": "FLEXBUFFERS" } ] } ], "description": "AvgPool2D test.", "buffers" : [ {}, {} ] })"; SetupSingleInputSingleOutput("InputTensor", "OutputTensor"); } }; struct AvgPoolLiteFixtureUint1DOutput : AvgPool2DFixture { AvgPoolLiteFixtureUint1DOutput() : AvgPool2DFixture("[ 1, 2, 2, 1 ]", "[ 1, 1, 1, 1 ]", "UINT8") {} }; struct AvgPoolLiteFixtureFloat1DOutput : AvgPool2DFixture { AvgPoolLiteFixtureFloat1DOutput() : AvgPool2DFixture("[ 1, 2, 2, 1 ]", "[ 1, 1, 1, 1 ]", "FLOAT32") {} }; struct AvgPoolLiteFixture2DOutput : AvgPool2DFixture { AvgPoolLiteFixture2DOutput() : AvgPool2DFixture("[ 1, 4, 4, 1 ]", "[ 1, 2, 2, 1 ]", "UINT8") {} }; BOOST_FIXTURE_TEST_CASE(AvgPoolLite1DOutput, AvgPoolLiteFixtureUint1DOutput) { RunTest<4, armnn::DataType::QAsymmU8>(0, {2, 3, 5, 2 }, { 3 }); } BOOST_FIXTURE_TEST_CASE(AvgPoolLiteFloat1DOutput, AvgPoolLiteFixtureFloat1DOutput) { RunTest<4, armnn::DataType::Float32>(0, { 2.0f, 3.0f, 5.0f, 2.0f }, { 3.0f }); } BOOST_FIXTURE_TEST_CASE(AvgPoolLite2DOutput, AvgPoolLiteFixture2DOutput) { RunTest<4, armnn::DataType::QAsymmU8>( 0, { 1, 2, 2, 3, 5, 6, 7, 8, 3, 2, 1, 0, 1, 2, 3, 4 }, { 4, 5, 2, 2 }); } BOOST_FIXTURE_TEST_CASE(IncorrectDataTypeError, AvgPoolLiteFixtureFloat1DOutput) { BOOST_CHECK_THROW((RunTest<4, armnn::DataType::QAsymmU8>(0, {2, 3, 5, 2 }, { 3 })), armnn::Exception); } BOOST_AUTO_TEST_SUITE_END()