| /* |
| * Copyright (c) 2017-2019 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/CLBatchNormalizationLayer.h" |
| #include "tests/CL/CLAccessor.h" |
| #include "tests/benchmark/fixtures/BatchNormalizationLayerFixture.h" |
| #include "tests/datasets/system_tests/googlenet/inceptionv4/GoogLeNetInceptionV4BatchNormalizationLayerDataset.h" |
| #include "tests/datasets/system_tests/mobilenet/MobileNetBatchNormalizationLayerDataset.h" |
| #include "tests/datasets/system_tests/yolo/v2/YOLOV2BatchNormalizationLayerDataset.h" |
| #include "tests/framework/Macros.h" |
| #include "tests/framework/datasets/Datasets.h" |
| #include "utils/TypePrinter.h" |
| |
| namespace arm_compute |
| { |
| namespace test |
| { |
| namespace benchmark |
| { |
| namespace |
| { |
| const auto data_types = framework::dataset::make("DataType", { DataType::F32 }); |
| const auto data_layouts = framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }); |
| const auto data_act = framework::dataset::make("ActivationInfo", ActivationLayerInfo()); |
| const auto data_GB = combine(framework::dataset::make("UseGamma", { false, true }), |
| framework::dataset::make("UseBeta", { false, true })); |
| const auto batch_one = combine(combine(data_types, data_layouts), framework::dataset::make("Batches", 1)); |
| const auto batch_four_eight = combine(combine(data_types, data_layouts), framework::dataset::make("Batches", { 4, 8 })); |
| } // namespace |
| |
| using CLBatchNormalizationLayerFixture = BatchNormalizationLayerFixture<CLTensor, CLBatchNormalizationLayer, CLAccessor>; |
| |
| TEST_SUITE(CL) |
| |
| REGISTER_FIXTURE_DATA_TEST_CASE(MobileNetBatchNormalizationLayer, CLBatchNormalizationLayerFixture, framework::DatasetMode::ALL, |
| combine(combine(combine(datasets::MobileNetBatchNormalizationLayerDataset(), data_GB), |
| framework::dataset::make("ActivationInfo", ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::BOUNDED_RELU, 6.f))), |
| batch_one)); |
| |
| REGISTER_FIXTURE_DATA_TEST_CASE(YOLOV2BatchNormalizationLayer, CLBatchNormalizationLayerFixture, framework::DatasetMode::ALL, |
| combine(combine(combine(datasets::YOLOV2BatchNormalizationLayerDataset(), data_GB), data_act), batch_one)); |
| |
| REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV4BatchNormalizationLayer, CLBatchNormalizationLayerFixture, framework::DatasetMode::ALL, |
| combine(combine(combine(datasets::GoogLeNetInceptionV4BatchNormalizationLayerDataset(), data_GB), data_act), batch_one)); |
| |
| TEST_SUITE(NIGHTLY) |
| |
| REGISTER_FIXTURE_DATA_TEST_CASE(MobileNetBatchNormalizationLayer, CLBatchNormalizationLayerFixture, framework::DatasetMode::NIGHTLY, |
| combine(combine(combine(datasets::MobileNetBatchNormalizationLayerDataset(), data_GB), |
| framework::dataset::make("ActivationInfo", ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::BOUNDED_RELU, 6.f))), |
| batch_four_eight)); |
| |
| REGISTER_FIXTURE_DATA_TEST_CASE(YOLOV2BatchNormalizationLayer, CLBatchNormalizationLayerFixture, framework::DatasetMode::NIGHTLY, |
| combine(combine(combine(datasets::YOLOV2BatchNormalizationLayerDataset(), data_GB), data_act), batch_four_eight)); |
| |
| REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV4BatchNormalizationLayer, CLBatchNormalizationLayerFixture, framework::DatasetMode::NIGHTLY, |
| combine(combine(combine(datasets::GoogLeNetInceptionV4BatchNormalizationLayerDataset(), data_GB), data_act), batch_four_eight)); |
| TEST_SUITE_END() |
| TEST_SUITE_END() |
| } // namespace benchmark |
| } // namespace test |
| } // namespace arm_compute |