// // Copyright © 2017 Arm Ltd. All rights reserved. // SPDX-License-Identifier: MIT // #include #include "ParserFlatbuffersFixture.hpp" #include "../TfLiteParser.hpp" #include using armnnTfLiteParser::TfLiteParser; BOOST_AUTO_TEST_SUITE(TensorflowLiteParser) struct GetBufferFixture : public ParserFlatbuffersFixture { explicit GetBufferFixture() { m_JsonString = R"( { "version": 3, "operator_codes": [ { "builtin_code": "CONV_2D" } ], "subgraphs": [ { "tensors": [ { "shape": [ 1, 3, 3, 1 ], "type": "UINT8", "buffer": 0, "name": "inputTensor", "quantization": { "min": [ 0.0 ], "max": [ 255.0 ], "scale": [ 1.0 ], "zero_point": [ 0 ], } }, { "shape": [ 1, 1, 1, 1 ], "type": "UINT8", "buffer": 1, "name": "outputTensor", "quantization": { "min": [ 0.0 ], "max": [ 511.0 ], "scale": [ 2.0 ], "zero_point": [ 0 ], } }, { "shape": [ 1, 3, 3, 1 ], "type": "UINT8", "buffer": 2, "name": "filterTensor", "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 ], "builtin_options_type": "Conv2DOptions", "builtin_options": { "padding": "VALID", "stride_w": 1, "stride_h": 1, "fused_activation_function": "NONE" }, "custom_options_format": "FLEXBUFFERS" } ], } ], "buffers" : [ { }, { }, { "data": [ 2,1,0, 6,2,1, 4,1,2 ], }, { }, ] } )"; ReadStringToBinary(); } void CheckBufferContents(const TfLiteParser::ModelPtr& model, std::vector bufferValues, size_t bufferIndex) { for(long unsigned int i=0; idata[i], bufferValues[i]); } } }; BOOST_FIXTURE_TEST_CASE(GetBufferCheckContents, GetBufferFixture) { //Check contents of buffer are correct TfLiteParser::ModelPtr model = TfLiteParser::LoadModelFromBinary(m_GraphBinary.data(), m_GraphBinary.size()); std::vector bufferValues = {2,1,0,6,2,1,4,1,2}; CheckBufferContents(model, bufferValues, 2); } BOOST_FIXTURE_TEST_CASE(GetBufferCheckEmpty, GetBufferFixture) { //Check if test fixture buffers are empty or not TfLiteParser::ModelPtr model = TfLiteParser::LoadModelFromBinary(m_GraphBinary.data(), m_GraphBinary.size()); BOOST_CHECK(TfLiteParser::GetBuffer(model, 0)->data.empty()); BOOST_CHECK(TfLiteParser::GetBuffer(model, 1)->data.empty()); BOOST_CHECK(!TfLiteParser::GetBuffer(model, 2)->data.empty()); BOOST_CHECK(TfLiteParser::GetBuffer(model, 3)->data.empty()); } BOOST_FIXTURE_TEST_CASE(GetBufferCheckParseException, GetBufferFixture) { //Check if armnn::ParseException thrown when invalid buffer index used TfLiteParser::ModelPtr model = TfLiteParser::LoadModelFromBinary(m_GraphBinary.data(), m_GraphBinary.size()); BOOST_CHECK_THROW(TfLiteParser::GetBuffer(model, 4)->data.empty(), armnn::Exception); } BOOST_AUTO_TEST_SUITE_END()