From 6ff3b19ee6120edf015fad8caab2991faa3070af Mon Sep 17 00:00:00 2001 From: Anthony Barbier Date: Mon, 4 Sep 2017 18:44:23 +0100 Subject: COMPMID-344 Updated doxygen Change-Id: I32f7b84daa560e460b77216add529c8fa8b327ae --- tests/validation/system_tests/NEON/LeNet5.cpp | 94 +++++++++++++++++++++++++++ 1 file changed, 94 insertions(+) create mode 100644 tests/validation/system_tests/NEON/LeNet5.cpp (limited to 'tests/validation/system_tests/NEON/LeNet5.cpp') diff --git a/tests/validation/system_tests/NEON/LeNet5.cpp b/tests/validation/system_tests/NEON/LeNet5.cpp new file mode 100644 index 0000000000..a82b84a997 --- /dev/null +++ b/tests/validation/system_tests/NEON/LeNet5.cpp @@ -0,0 +1,94 @@ +#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/Helper.h" +#include "NEON/NEAccessor.h" +#include "validation/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 "model_objects/LeNet5.h" + +using namespace arm_compute; +using namespace arm_compute::test; +using namespace arm_compute::test::neon; +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 +#endif /* INTERNAL_ONLY */ -- cgit v1.2.1