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-rw-r--r--tests/validation/CL/SYSTEM/AlexNet.cpp112
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diff --git a/tests/validation/CL/SYSTEM/AlexNet.cpp b/tests/validation/CL/SYSTEM/AlexNet.cpp
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--- a/tests/validation/CL/SYSTEM/AlexNet.cpp
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-/*
- * Copyright (c) 2017-2018 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 "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/CLDirectConvolutionLayer.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/CL/CLAccessor.h"
-#include "tests/framework/Asserts.h"
-#include "tests/framework/Macros.h"
-#include "tests/networks/AlexNetNetwork.h"
-#include "tests/validation/Validation.h"
-
-#include <string>
-#include <vector>
-
-namespace arm_compute
-{
-namespace test
-{
-namespace validation
-{
-namespace
-{
-using CLAlexNetModel = networks::AlexNetNetwork<ICLTensor,
- CLTensor,
- CLSubTensor,
- CLAccessor,
- CLActivationLayer,
- CLConvolutionLayer,
- CLDirectConvolutionLayer,
- CLFullyConnectedLayer,
- CLNormalizationLayer,
- CLPoolingLayer,
- CLSoftmaxLayer>;
-std::vector<unsigned int> compute_alexnet(DataType dt, unsigned int batches, std::string input_file)
-{
- std::vector<std::string> weight_files = { "cnn_data/alexnet_model/conv1_w.npy",
- "cnn_data/alexnet_model/conv2_w.npy",
- "cnn_data/alexnet_model/conv3_w.npy",
- "cnn_data/alexnet_model/conv4_w.npy",
- "cnn_data/alexnet_model/conv5_w.npy",
- "cnn_data/alexnet_model/fc6_w.npy",
- "cnn_data/alexnet_model/fc7_w.npy",
- "cnn_data/alexnet_model/fc8_w.npy"
- };
-
- std::vector<std::string> bias_files = { "cnn_data/alexnet_model/conv1_b.npy",
- "cnn_data/alexnet_model/conv2_b.npy",
- "cnn_data/alexnet_model/conv3_b.npy",
- "cnn_data/alexnet_model/conv4_b.npy",
- "cnn_data/alexnet_model/conv5_b.npy",
- "cnn_data/alexnet_model/fc6_b.npy",
- "cnn_data/alexnet_model/fc7_b.npy",
- "cnn_data/alexnet_model/fc8_b.npy"
- };
- CLAlexNetModel network{};
- network.init(dt, batches);
- network.build();
- network.allocate();
- network.fill(weight_files, bias_files);
- network.feed(std::move(input_file));
- network.run();
-
- return network.get_classifications();
-}
-} // namespace
-
-TEST_SUITE(CL)
-TEST_SUITE(SYSTEM_TESTS)
-
-TEST_CASE(AlexNet, framework::DatasetMode::PRECOMMIT)
-{
- // Compute alexnet
- std::vector<unsigned int> classified_labels = compute_alexnet(DataType::F32, 1, "cnn_data/imagenet_data/cat.npy");
-
- // Expected labels
- std::vector<unsigned int> expected_labels = { 281 };
-
- // Validate labels
- validate(classified_labels, expected_labels);
-}
-
-TEST_SUITE_END()
-TEST_SUITE_END()
-} // namespace validation
-} // namespace test
-} // namespace arm_compute