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authorMoritz Pflanzer <moritz.pflanzer@arm.com>2017-09-01 20:41:12 +0100
committerAnthony Barbier <anthony.barbier@arm.com>2018-11-02 16:35:24 +0000
commita09de0c8b2ed0f1481502d3b023375609362d9e3 (patch)
treee34b56d9ca69b025d7d9b943cc4df59cd458f6cb /tests/validation_old/system_tests/CL/AlexNet.cpp
parent5280071b336d53aff94ca3a6c70ebbe6bf03f4c3 (diff)
downloadComputeLibrary-a09de0c8b2ed0f1481502d3b023375609362d9e3.tar.gz
COMPMID-415: Rename and move tests
The boost validation is now "standalone" in validation_old and builds as arm_compute_validation_old. The new validation builds now as arm_compute_validation. Change-Id: Ib93ba848a25680ac60afb92b461d574a0757150d Reviewed-on: http://mpd-gerrit.cambridge.arm.com/86187 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Diffstat (limited to 'tests/validation_old/system_tests/CL/AlexNet.cpp')
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diff --git a/tests/validation_old/system_tests/CL/AlexNet.cpp b/tests/validation_old/system_tests/CL/AlexNet.cpp
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+++ b/tests/validation_old/system_tests/CL/AlexNet.cpp
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+/*
+ * 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 "CL/CLAccessor.h"
+#include "tests/validation_old/Validation.h"
+
+#include "arm_compute/runtime/CL/CLSubTensor.h"
+#include "arm_compute/runtime/CL/functions/CLActivationLayer.h"
+#include "arm_compute/runtime/CL/functions/CLConvolutionLayer.h"
+#include "arm_compute/runtime/CL/functions/CLFullyConnectedLayer.h"
+#include "arm_compute/runtime/CL/functions/CLNormalizationLayer.h"
+#include "arm_compute/runtime/CL/functions/CLPoolingLayer.h"
+#include "arm_compute/runtime/CL/functions/CLSoftmaxLayer.h"
+
+#include "tests/validation_old/model_objects/AlexNet.h"
+
+#include <array>
+
+using namespace arm_compute;
+using namespace arm_compute::test;
+using namespace arm_compute::test::validation;
+
+namespace
+{
+using CLAlexNetModel = model_objects::AlexNet<ICLTensor,
+ CLTensor,
+ CLSubTensor,
+ CLAccessor,
+ CLActivationLayer,
+ CLConvolutionLayer,
+ CLFullyConnectedLayer,
+ CLNormalizationLayer,
+ CLPoolingLayer,
+ CLSoftmaxLayer>;
+std::vector<unsigned int> compute_alexnet(unsigned int batches, std::string input_file)
+{
+ std::vector<std::string> weight_files = { "cnn_data/alexnet_model/conv1_w.dat",
+ "cnn_data/alexnet_model/conv2_w.dat",
+ "cnn_data/alexnet_model/conv3_w.dat",
+ "cnn_data/alexnet_model/conv4_w.dat",
+ "cnn_data/alexnet_model/conv5_w.dat",
+ "cnn_data/alexnet_model/fc6_w.dat",
+ "cnn_data/alexnet_model/fc7_w.dat",
+ "cnn_data/alexnet_model/fc8_w.dat"
+ };
+
+ std::vector<std::string> bias_files = { "cnn_data/alexnet_model/conv1_b.dat",
+ "cnn_data/alexnet_model/conv2_b.dat",
+ "cnn_data/alexnet_model/conv3_b.dat",
+ "cnn_data/alexnet_model/conv4_b.dat",
+ "cnn_data/alexnet_model/conv5_b.dat",
+ "cnn_data/alexnet_model/fc6_b.dat",
+ "cnn_data/alexnet_model/fc7_b.dat",
+ "cnn_data/alexnet_model/fc8_b.dat"
+ };
+ CLAlexNetModel network{};
+ network.init_weights(batches);
+ network.build();
+ network.allocate();
+ 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(CL)
+
+BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit"))
+BOOST_AUTO_TEST_CASE(AlexNet)
+{
+ // Compute alexnet
+ std::vector<unsigned int> classified_labels = compute_alexnet(1, "cnn_data/imagenet_data/shark.dat");
+
+ // Expected labels
+ std::vector<unsigned int> expected_labels = { 2 };
+
+ // Validate labels
+ validate(classified_labels, expected_labels);
+}
+
+BOOST_AUTO_TEST_SUITE_END()
+BOOST_AUTO_TEST_SUITE_END()
+#endif /* DOXYGEN_SKIP_THIS */
+#endif /* INTERNAL_ONLY */