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author | Georgios Pinitas <georgios.pinitas@arm.com> | 2017-11-23 15:59:55 +0000 |
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committer | Anthony Barbier <anthony.barbier@arm.com> | 2018-11-02 16:41:58 +0000 |
commit | 236bfe7033a313ab98ff436d85f38a58b0738ed1 (patch) | |
tree | a07d0b122fa93fb26a24067de6341eaded1a52f7 /tests/benchmark | |
parent | 9c450cc0e0b2e7060fa0a74a5196906bc28d0625 (diff) | |
download | ComputeLibrary-236bfe7033a313ab98ff436d85f38a58b0738ed1.tar.gz |
COMPIMID-553: MobileNet use case.
Change-Id: I1181abbd5785065f3d57e91844376a4b110938a9
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/110701
Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Diffstat (limited to 'tests/benchmark')
-rw-r--r-- | tests/benchmark/CL/SYSTEM/MobileNetV1.cpp | 82 | ||||
-rw-r--r-- | tests/benchmark/fixtures/MobileNetV1Fixture.h | 84 |
2 files changed, 166 insertions, 0 deletions
diff --git a/tests/benchmark/CL/SYSTEM/MobileNetV1.cpp b/tests/benchmark/CL/SYSTEM/MobileNetV1.cpp new file mode 100644 index 0000000000..66be3231cf --- /dev/null +++ b/tests/benchmark/CL/SYSTEM/MobileNetV1.cpp @@ -0,0 +1,82 @@ +/* + * 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 "arm_compute/core/TensorShape.h" +#include "arm_compute/core/Types.h" +#include "arm_compute/runtime/CL/CLTensor.h" +#include "arm_compute/runtime/CL/CLTensorAllocator.h" +#include "arm_compute/runtime/CL/functions/CLActivationLayer.h" +#include "arm_compute/runtime/CL/functions/CLBatchNormalizationLayer.h" +#include "arm_compute/runtime/CL/functions/CLConvolutionLayer.h" +#include "arm_compute/runtime/CL/functions/CLDepthwiseConvolution.h" +#include "arm_compute/runtime/CL/functions/CLDirectConvolutionLayer.h" +#include "arm_compute/runtime/CL/functions/CLPoolingLayer.h" +#include "arm_compute/runtime/CL/functions/CLReshapeLayer.h" +#include "arm_compute/runtime/CL/functions/CLSoftmaxLayer.h" +#include "tests/CL/CLAccessor.h" +#include "tests/benchmark/fixtures/MobileNetV1Fixture.h" +#include "tests/framework/Macros.h" +#include "tests/framework/datasets/Datasets.h" +#include "utils/TypePrinter.h" + +namespace arm_compute +{ +namespace test +{ +using CLMobileNetV1_224_Fixture = MobileNetV1Fixture<CLTensor, + CLAccessor, + CLActivationLayer, + CLBatchNormalizationLayer, + CLConvolutionLayer, + CLDirectConvolutionLayer, + CLDepthwiseConvolution3x3, + CLReshapeLayer, + CLPoolingLayer, + CLSoftmaxLayer, + 224>; + +using CLMobileNetV1_128_Fixture = MobileNetV1Fixture<CLTensor, + CLAccessor, + CLActivationLayer, + CLBatchNormalizationLayer, + CLConvolutionLayer, + CLDirectConvolutionLayer, + CLDepthwiseConvolution3x3, + CLReshapeLayer, + CLPoolingLayer, + CLSoftmaxLayer, + 128>; + +TEST_SUITE(CL) +TEST_SUITE(SYSTEM_TEST) + +REGISTER_FIXTURE_DATA_TEST_CASE(MobileNetV1_224, CLMobileNetV1_224_Fixture, framework::DatasetMode::ALL, + framework::dataset::make("Batches", { 1, 4, 8 })); + +REGISTER_FIXTURE_DATA_TEST_CASE(MobileNetV1_128, CLMobileNetV1_128_Fixture, framework::DatasetMode::ALL, + framework::dataset::make("Batches", { 1, 4, 8 })); + +TEST_SUITE_END() +TEST_SUITE_END() +} // namespace test +} // namespace arm_compute diff --git a/tests/benchmark/fixtures/MobileNetV1Fixture.h b/tests/benchmark/fixtures/MobileNetV1Fixture.h new file mode 100644 index 0000000000..07333dde0e --- /dev/null +++ b/tests/benchmark/fixtures/MobileNetV1Fixture.h @@ -0,0 +1,84 @@ +/* + * 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. + */ +#ifndef ARM_COMPUTE_TEST_MOBILENETV1_FIXTURE +#define ARM_COMPUTE_TEST_MOBILENETV1_FIXTURE + +#include "tests/AssetsLibrary.h" +#include "tests/Utils.h" +#include "tests/framework/Fixture.h" +#include "tests/networks/MobileNetV1Network.h" + +namespace arm_compute +{ +namespace test +{ +template <typename TensorType, + typename Accessor, + typename ActivationLayerFunction, + typename BatchNormalizationLayerFunction, + typename ConvolutionLayerFunction, + typename DirectConvolutionLayerFunction, + typename DepthwiseConvolutionFunction, + typename ReshapeFunction, + typename PoolingLayerFunction, + typename SoftmaxLayerFunction, + unsigned int InputSize> +class MobileNetV1Fixture : public framework::Fixture +{ +public: + template <typename...> + void setup(int batches) + { + network.init(InputSize, batches); + network.build(); + network.allocate(); + network.fill_random(); + } + + void run() + { + network.run(); + } + + void teardown() + { + network.clear(); + } + +private: + networks::MobileNetV1Network<TensorType, + Accessor, + ActivationLayerFunction, + BatchNormalizationLayerFunction, + ConvolutionLayerFunction, + DirectConvolutionLayerFunction, + DepthwiseConvolutionFunction, + ReshapeFunction, + PoolingLayerFunction, + SoftmaxLayerFunction> + network{}; +}; +} // namespace test +} // namespace arm_compute +#endif /* ARM_COMPUTE_TEST_MOBILENETV1_FIXTURE */ |