diff options
author | SiCong Li <sicong.li@arm.com> | 2017-08-23 11:02:43 +0100 |
---|---|---|
committer | Anthony Barbier <anthony.barbier@arm.com> | 2018-11-02 16:35:24 +0000 |
commit | 86b53339679e12c952a24a8845a5409ac3d52de6 (patch) | |
tree | 807c897ca1001f22b1906d285488877a287b482b /tests/validation_old/system_tests | |
parent | 70e9bc21682f4eaedaceb632f594f588cb2c91fc (diff) | |
download | ComputeLibrary-86b53339679e12c952a24a8845a5409ac3d52de6.tar.gz |
COMPMID-514 (3RDPARTY_UPDATE)(DATA_UPDATE) Add support to load .npy data
* Add tensorflow_data_extractor script.
* Incorporate 3rdparty npy reader libnpy.
* Port AlexNet system test to validation_new.
* Port LeNet5 system test to validation_new.
* Update 3rdparty/ and data/ submodules.
Change-Id: I156d060fe9185cd8db810b34bf524cbf5cb34f61
Reviewed-on: http://mpd-gerrit.cambridge.arm.com/84914
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
Diffstat (limited to 'tests/validation_old/system_tests')
-rw-r--r-- | tests/validation_old/system_tests/CL/AlexNet.cpp | 132 | ||||
-rw-r--r-- | tests/validation_old/system_tests/CL/LeNet5.cpp | 115 | ||||
-rw-r--r-- | tests/validation_old/system_tests/NEON/AlexNet.cpp | 133 | ||||
-rw-r--r-- | tests/validation_old/system_tests/NEON/LeNet5.cpp | 115 |
4 files changed, 0 insertions, 495 deletions
diff --git a/tests/validation_old/system_tests/CL/AlexNet.cpp b/tests/validation_old/system_tests/CL/AlexNet.cpp deleted file mode 100644 index b403b6e93c..0000000000 --- a/tests/validation_old/system_tests/CL/AlexNet.cpp +++ /dev/null @@ -1,132 +0,0 @@ -/* - * 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 */ diff --git a/tests/validation_old/system_tests/CL/LeNet5.cpp b/tests/validation_old/system_tests/CL/LeNet5.cpp deleted file mode 100644 index 0f34dd1ae7..0000000000 --- a/tests/validation_old/system_tests/CL/LeNet5.cpp +++ /dev/null @@ -1,115 +0,0 @@ -/* - * 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/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/CLPoolingLayer.h" -#include "arm_compute/runtime/CL/functions/CLSoftmaxLayer.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 CLLeNet5Model = model_objects::LeNet5<CLTensor, - CLAccessor, - CLActivationLayer, - CLConvolutionLayer, - CLFullyConnectedLayer, - CLPoolingLayer, - CLSoftmaxLayer>; -std::vector<unsigned int> compute_lenet5(unsigned int batches, std::string input_file) -{ - std::vector<std::string> 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<std::string> 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" - }; - CLLeNet5Model 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(CL) - -BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit")) -BOOST_AUTO_TEST_CASE(LeNet5) -{ - // Compute alexnet - std::vector<unsigned int> classified_labels = compute_lenet5(10, "cnn_data/mnist_data/input100.dat"); - - // Expected labels - std::vector<unsigned int> 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 */ diff --git a/tests/validation_old/system_tests/NEON/AlexNet.cpp b/tests/validation_old/system_tests/NEON/AlexNet.cpp deleted file mode 100644 index 9697cf35e8..0000000000 --- a/tests/validation_old/system_tests/NEON/AlexNet.cpp +++ /dev/null @@ -1,133 +0,0 @@ -/* - * 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/NENormalizationLayer.h" -#include "arm_compute/runtime/NEON/functions/NEPoolingLayer.h" -#include "arm_compute/runtime/NEON/functions/NESoftmaxLayer.h" -#include "arm_compute/runtime/SubTensor.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 NEAlexNetModel = model_objects::AlexNet<ITensor, - Tensor, - SubTensor, - Accessor, - NEActivationLayer, - NEConvolutionLayer, - NEFullyConnectedLayer, - NENormalizationLayer, - NEPoolingLayer, - NESoftmaxLayer>; -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" - }; - NEAlexNetModel 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(NEON) - -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 */ diff --git a/tests/validation_old/system_tests/NEON/LeNet5.cpp b/tests/validation_old/system_tests/NEON/LeNet5.cpp deleted file mode 100644 index 916df98eb6..0000000000 --- a/tests/validation_old/system_tests/NEON/LeNet5.cpp +++ /dev/null @@ -1,115 +0,0 @@ -/* - * 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<Tensor, - Accessor, - NEActivationLayer, - NEConvolutionLayer, - NEFullyConnectedLayer, - NEPoolingLayer, - NESoftmaxLayer>; -std::vector<unsigned int> compute_lenet5(unsigned int batches, std::string input_file) -{ - std::vector<std::string> 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<std::string> 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<unsigned int> classified_labels = compute_lenet5(10, "cnn_data/mnist_data/input100.dat"); - - // Expected labels - std::vector<unsigned int> 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 */ |