// // Copyright © 2017 Arm Ltd. All rights reserved. // SPDX-License-Identifier: MIT // #include #include "../QuantizationDataSet.hpp" #include #include #include #include #include #include using namespace armnnQuantizer; struct CsvTestHelper { CsvTestHelper() { BOOST_TEST_MESSAGE("setup fixture"); } ~CsvTestHelper() { BOOST_TEST_MESSAGE("teardown fixture"); TearDown(); } std::string CreateTempCsvFile(std::map> csvData) { fs::path fileDir = fs::temp_directory_path(); fs::path p = armnnUtils::Filesystem::NamedTempFile("Armnn-QuantizationCreateTempCsvFileTest-TempFile.csv"); fs::path tensorInput1{fileDir / "input_0_0.raw"}; fs::path tensorInput2{fileDir / "input_1_0.raw"}; fs::path tensorInput3{fileDir / "input_2_0.raw"}; try { std::ofstream ofs{p}; std::ofstream ofs1{tensorInput1}; std::ofstream ofs2{tensorInput2}; std::ofstream ofs3{tensorInput3}; for(auto entry : csvData.at(0)) { ofs1 << entry << " "; } for(auto entry : csvData.at(1)) { ofs2 << entry << " "; } for(auto entry : csvData.at(2)) { ofs3 << entry << " "; } ofs << "0, 0, " << tensorInput1.c_str() << std::endl; ofs << "2, 0, " << tensorInput3.c_str() << std::endl; ofs << "1, 0, " << tensorInput2.c_str() << std::endl; ofs.close(); ofs1.close(); ofs2.close(); ofs3.close(); } catch (std::exception &e) { std::cerr << "Unable to write to file at location [" << p.c_str() << "] : " << e.what() << std::endl; BOOST_TEST(false); } m_CsvFile = p; return p.string(); } void TearDown() { RemoveCsvFile(); } void RemoveCsvFile() { if (m_CsvFile) { try { fs::remove(m_CsvFile.value()); } catch (std::exception &e) { std::cerr << "Unable to delete file [" << m_CsvFile.value() << "] : " << e.what() << std::endl; BOOST_TEST(false); } } } armnn::Optional m_CsvFile; }; BOOST_AUTO_TEST_SUITE(QuantizationDataSetTests) BOOST_FIXTURE_TEST_CASE(CheckDataSet, CsvTestHelper) { std::map> csvData; csvData.insert(std::pair>(0, { 0.111111f, 0.222222f, 0.333333f })); csvData.insert(std::pair>(1, { 0.444444f, 0.555555f, 0.666666f })); csvData.insert(std::pair>(2, { 0.777777f, 0.888888f, 0.999999f })); std::string myCsvFile = CsvTestHelper::CreateTempCsvFile(csvData); QuantizationDataSet dataSet(myCsvFile); BOOST_TEST(!dataSet.IsEmpty()); int csvRow = 0; for(armnnQuantizer::QuantizationInput input : dataSet) { BOOST_TEST(input.GetPassId() == csvRow); BOOST_TEST(input.GetLayerBindingIds().size() == 1); BOOST_TEST(input.GetLayerBindingIds()[0] == 0); BOOST_TEST(input.GetDataForEntry(0).size() == 3); // Check that QuantizationInput data for binding ID 0 corresponds to float values // used for populating the CSV file using by QuantizationDataSet BOOST_TEST(input.GetDataForEntry(0).at(0) == csvData.at(csvRow).at(0)); BOOST_TEST(input.GetDataForEntry(0).at(1) == csvData.at(csvRow).at(1)); BOOST_TEST(input.GetDataForEntry(0).at(2) == csvData.at(csvRow).at(2)); ++csvRow; } } BOOST_AUTO_TEST_SUITE_END();