SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 1 | /* |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 2 | * Copyright (c) 2017-2019 ARM Limited. |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 3 | * |
| 4 | * SPDX-License-Identifier: MIT |
| 5 | * |
| 6 | * Permission is hereby granted, free of charge, to any person obtaining a copy |
| 7 | * of this software and associated documentation files (the "Software"), to |
| 8 | * deal in the Software without restriction, including without limitation the |
| 9 | * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or |
| 10 | * sell copies of the Software, and to permit persons to whom the Software is |
| 11 | * furnished to do so, subject to the following conditions: |
| 12 | * |
| 13 | * The above copyright notice and this permission notice shall be included in all |
| 14 | * copies or substantial portions of the Software. |
| 15 | * |
| 16 | * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| 17 | * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 18 | * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 19 | * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| 20 | * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 21 | * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 22 | * SOFTWARE. |
| 23 | */ |
| 24 | #include "arm_compute/core/TensorShape.h" |
| 25 | #include "arm_compute/core/Types.h" |
| 26 | #include "arm_compute/runtime/CL/CLTensor.h" |
| 27 | #include "arm_compute/runtime/CL/CLTensorAllocator.h" |
| 28 | #include "arm_compute/runtime/CL/functions/CLBatchNormalizationLayer.h" |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 29 | #include "tests/CL/CLAccessor.h" |
Moritz Pflanzer | a09de0c | 2017-09-01 20:41:12 +0100 | [diff] [blame] | 30 | #include "tests/benchmark/fixtures/BatchNormalizationLayerFixture.h" |
| 31 | #include "tests/datasets/system_tests/googlenet/inceptionv4/GoogLeNetInceptionV4BatchNormalizationLayerDataset.h" |
Giorgio Arena | 1167487 | 2018-02-07 15:38:12 +0000 | [diff] [blame] | 32 | #include "tests/datasets/system_tests/mobilenet/MobileNetBatchNormalizationLayerDataset.h" |
Moritz Pflanzer | a09de0c | 2017-09-01 20:41:12 +0100 | [diff] [blame] | 33 | #include "tests/datasets/system_tests/yolo/v2/YOLOV2BatchNormalizationLayerDataset.h" |
| 34 | #include "tests/framework/Macros.h" |
| 35 | #include "tests/framework/datasets/Datasets.h" |
Anthony Barbier | 2a07e18 | 2017-08-04 18:20:27 +0100 | [diff] [blame] | 36 | #include "utils/TypePrinter.h" |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 37 | |
| 38 | namespace arm_compute |
| 39 | { |
| 40 | namespace test |
| 41 | { |
Michalis Spyrou | 724079d | 2017-12-15 11:37:37 +0000 | [diff] [blame] | 42 | namespace benchmark |
| 43 | { |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 44 | namespace |
| 45 | { |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 46 | const auto data_types = framework::dataset::make("DataType", { DataType::F32 }); |
| 47 | const auto data_layouts = framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }); |
| 48 | const auto data_act = framework::dataset::make("ActivationInfo", ActivationLayerInfo()); |
| 49 | const auto data_GB = combine(framework::dataset::make("UseGamma", { false, true }), |
| 50 | framework::dataset::make("UseBeta", { false, true })); |
| 51 | const auto batch_one = combine(combine(data_types, data_layouts), framework::dataset::make("Batches", 1)); |
| 52 | const auto batch_four_eight = combine(combine(data_types, data_layouts), framework::dataset::make("Batches", { 4, 8 })); |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 53 | } // namespace |
| 54 | |
| 55 | using CLBatchNormalizationLayerFixture = BatchNormalizationLayerFixture<CLTensor, CLBatchNormalizationLayer, CLAccessor>; |
| 56 | |
| 57 | TEST_SUITE(CL) |
| 58 | |
Giorgio Arena | 1167487 | 2018-02-07 15:38:12 +0000 | [diff] [blame] | 59 | REGISTER_FIXTURE_DATA_TEST_CASE(MobileNetBatchNormalizationLayer, CLBatchNormalizationLayerFixture, framework::DatasetMode::ALL, |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 60 | combine(combine(combine(datasets::MobileNetBatchNormalizationLayerDataset(), data_GB), |
| 61 | framework::dataset::make("ActivationInfo", ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::BOUNDED_RELU, 6.f))), |
| 62 | batch_one)); |
Giorgio Arena | 1167487 | 2018-02-07 15:38:12 +0000 | [diff] [blame] | 63 | |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 64 | REGISTER_FIXTURE_DATA_TEST_CASE(YOLOV2BatchNormalizationLayer, CLBatchNormalizationLayerFixture, framework::DatasetMode::ALL, |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 65 | combine(combine(combine(datasets::YOLOV2BatchNormalizationLayerDataset(), data_GB), data_act), batch_one)); |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 66 | |
SiCong Li | f583fb7 | 2017-08-15 15:09:18 +0100 | [diff] [blame] | 67 | REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV4BatchNormalizationLayer, CLBatchNormalizationLayerFixture, framework::DatasetMode::ALL, |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 68 | combine(combine(combine(datasets::GoogLeNetInceptionV4BatchNormalizationLayerDataset(), data_GB), data_act), batch_one)); |
SiCong Li | f583fb7 | 2017-08-15 15:09:18 +0100 | [diff] [blame] | 69 | |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 70 | TEST_SUITE(NIGHTLY) |
Giorgio Arena | 1167487 | 2018-02-07 15:38:12 +0000 | [diff] [blame] | 71 | |
| 72 | REGISTER_FIXTURE_DATA_TEST_CASE(MobileNetBatchNormalizationLayer, CLBatchNormalizationLayerFixture, framework::DatasetMode::NIGHTLY, |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 73 | combine(combine(combine(datasets::MobileNetBatchNormalizationLayerDataset(), data_GB), |
| 74 | framework::dataset::make("ActivationInfo", ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::BOUNDED_RELU, 6.f))), |
| 75 | batch_four_eight)); |
Giorgio Arena | 1167487 | 2018-02-07 15:38:12 +0000 | [diff] [blame] | 76 | |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 77 | REGISTER_FIXTURE_DATA_TEST_CASE(YOLOV2BatchNormalizationLayer, CLBatchNormalizationLayerFixture, framework::DatasetMode::NIGHTLY, |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 78 | combine(combine(combine(datasets::YOLOV2BatchNormalizationLayerDataset(), data_GB), data_act), batch_four_eight)); |
SiCong Li | f583fb7 | 2017-08-15 15:09:18 +0100 | [diff] [blame] | 79 | |
| 80 | REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV4BatchNormalizationLayer, CLBatchNormalizationLayerFixture, framework::DatasetMode::NIGHTLY, |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 81 | combine(combine(combine(datasets::GoogLeNetInceptionV4BatchNormalizationLayerDataset(), data_GB), data_act), batch_four_eight)); |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 82 | TEST_SUITE_END() |
| 83 | TEST_SUITE_END() |
Michalis Spyrou | 724079d | 2017-12-15 11:37:37 +0000 | [diff] [blame] | 84 | } // namespace benchmark |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 85 | } // namespace test |
| 86 | } // namespace arm_compute |