/* * Copyright (c) 2017 ARM Limited. * * SPDX-License-Identifier: MIT * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to * deal in the Software without restriction, including without limitation the * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or * sell copies of the Software, and to permit persons to whom the Software is * furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in all * copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE * SOFTWARE. */ #ifdef INTERNAL_ONLY //FIXME Delete this file before the release /* * Copyright (c) 2017 ARM Limited. * * SPDX-License-Identifier: MIT * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to * deal in the Software without restriction, including without limitation the * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or * sell copies of the Software, and to permit persons to whom the Software is * furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in all * copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE * SOFTWARE. */ #include "NEON/Accessor.h" #include "tests/validation_old/Validation.h" #include "arm_compute/runtime/NEON/functions/NEActivationLayer.h" #include "arm_compute/runtime/NEON/functions/NEConvolutionLayer.h" #include "arm_compute/runtime/NEON/functions/NEFullyConnectedLayer.h" #include "arm_compute/runtime/NEON/functions/NEPoolingLayer.h" #include "arm_compute/runtime/NEON/functions/NESoftmaxLayer.h" #include "tests/validation_old/model_objects/LeNet5.h" using namespace arm_compute; using namespace arm_compute::test; using namespace arm_compute::test::validation; namespace { using NELeNet5Model = model_objects::LeNet5; std::vector compute_lenet5(unsigned int batches, std::string input_file) { std::vector weight_files = { "cnn_data/lenet_model/conv1_w.dat", "cnn_data/lenet_model/conv2_w.dat", "cnn_data/lenet_model/ip1_w.dat", "cnn_data/lenet_model/ip2_w.dat" }; std::vector bias_files = { "cnn_data/lenet_model/conv1_b.dat", "cnn_data/lenet_model/conv2_b.dat", "cnn_data/lenet_model/ip1_b.dat", "cnn_data/lenet_model/ip2_b.dat" }; NELeNet5Model network{}; network.build(batches); network.fill(weight_files, bias_files); network.feed(std::move(input_file)); network.run(); return network.get_classifications(); } } // namespace #ifndef DOXYGEN_SKIP_THIS BOOST_AUTO_TEST_SUITE(SYSTEM_TESTS) BOOST_AUTO_TEST_SUITE(NEON) BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit")) BOOST_AUTO_TEST_CASE(LeNet5) { // Compute alexnet std::vector classified_labels = compute_lenet5(10, "cnn_data/mnist_data/input100.dat"); // Expected labels std::vector expected_labels = { 7, 2, 1, 0, 4, 1, 4, 9, 5, 9 }; // Validate labels validate(classified_labels, expected_labels); } BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_SUITE_END() #endif /* DOXYGEN_SKIP_THIS */ #endif /* INTERNAL_ONLY */