| Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 1 | /* |
| Georgios Pinitas | 51a6730 | 2018-01-17 12:55:26 +0000 | [diff] [blame] | 2 | * Copyright (c) 2017-2018 ARM Limited. |
| Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +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, |
| 18 | * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| 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, |
| 21 | * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
| 22 | * SOFTWARE. |
| 23 | */ |
| 24 | #include "arm_compute/core/TensorShape.h" |
| 25 | #include "arm_compute/core/Types.h" |
| 26 | #include "arm_compute/runtime/NEON/functions/NEDirectConvolutionLayer.h" |
| 27 | #include "arm_compute/runtime/Tensor.h" |
| 28 | #include "arm_compute/runtime/TensorAllocator.h" |
| Moritz Pflanzer | d58cec0 | 2017-07-18 15:44:21 +0100 | [diff] [blame] | 29 | #include "tests/NEON/Accessor.h" |
| Alex Gilday | 7da29b6 | 2018-03-23 14:16:00 +0000 | [diff] [blame] | 30 | #include "tests/benchmark/fixtures/DirectConvolutionLayerFixture.h" |
| Moritz Pflanzer | a09de0c | 2017-09-01 20:41:12 +0100 | [diff] [blame] | 31 | #include "tests/datasets/DirectConvolutionLayerDataset.h" |
| 32 | #include "tests/datasets/system_tests/alexnet/AlexNetConvolutionLayerDataset.h" |
| 33 | #include "tests/datasets/system_tests/googlenet/inceptionv1/GoogLeNetInceptionV1ConvolutionLayerDataset.h" |
| 34 | #include "tests/datasets/system_tests/googlenet/inceptionv4/GoogLeNetInceptionV4ConvolutionLayerDataset.h" |
| 35 | #include "tests/datasets/system_tests/squeezenet/SqueezeNetConvolutionLayerDataset.h" |
| 36 | #include "tests/datasets/system_tests/vgg/vgg16/VGG16ConvolutionLayerDataset.h" |
| 37 | #include "tests/datasets/system_tests/yolo/v2/YOLOV2ConvolutionLayerDataset.h" |
| 38 | #include "tests/framework/Macros.h" |
| 39 | #include "tests/framework/datasets/Datasets.h" |
| Anthony Barbier | 2a07e18 | 2017-08-04 18:20:27 +0100 | [diff] [blame] | 40 | #include "utils/TypePrinter.h" |
| Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 41 | |
| 42 | namespace arm_compute |
| 43 | { |
| 44 | namespace test |
| 45 | { |
| Michalis Spyrou | 724079d | 2017-12-15 11:37:37 +0000 | [diff] [blame] | 46 | namespace benchmark |
| 47 | { |
| Pablo Tello | 0d17614 | 2017-07-06 16:43:14 +0100 | [diff] [blame] | 48 | namespace |
| 49 | { |
| Vidhya Sudhan Loganathan | 7485d5a | 2018-07-04 09:34:00 +0100 | [diff] [blame] | 50 | // Special data types for networks that need 5x5 direct convolution |
| steniu01 | a629da1 | 2017-07-28 14:40:58 +0100 | [diff] [blame] | 51 | #ifdef ARM_COMPUTE_ENABLE_F16 |
| Georgios Pinitas | 51a6730 | 2018-01-17 12:55:26 +0000 | [diff] [blame] | 52 | const auto data_types = framework::dataset::make("DataType", { DataType::F16, DataType::F32 }); |
| steniu01 | a629da1 | 2017-07-28 14:40:58 +0100 | [diff] [blame] | 53 | #else /* ARM_COMPUTE_ENABLE_F16 */ |
| Georgios Pinitas | 51a6730 | 2018-01-17 12:55:26 +0000 | [diff] [blame] | 54 | const auto data_types = framework::dataset::make("DataType", { DataType::F32 }); |
| steniu01 | a629da1 | 2017-07-28 14:40:58 +0100 | [diff] [blame] | 55 | #endif /* ARM_COMPUTE_ENABLE_F16 */ |
| Pablo Tello | 0d17614 | 2017-07-06 16:43:14 +0100 | [diff] [blame] | 56 | } // namespace |
| 57 | |
| Isabella Gottardi | 3f217ec | 2018-02-12 14:59:19 +0000 | [diff] [blame] | 58 | using NEDirectConvolutionLayerFixture = DirectConvolutionLayerFixture<Tensor, NEDirectConvolutionLayer, Accessor>; |
| Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 59 | |
| 60 | TEST_SUITE(NEON) |
| 61 | |
| Isabella Gottardi | 3f217ec | 2018-02-12 14:59:19 +0000 | [diff] [blame] | 62 | REGISTER_FIXTURE_DATA_TEST_CASE(AlexNetDirectConvolutionLayer, NEDirectConvolutionLayerFixture, framework::DatasetMode::ALL, |
| 63 | framework::dataset::combine(framework::dataset::combine(framework::dataset::combine(datasets::AlexNetDirectConvolutionLayerDataset(), |
| 64 | framework::dataset::make("ActivationInfo", ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU))), |
| 65 | data_types), |
| Georgios Pinitas | 898a806 | 2017-09-12 19:19:12 +0100 | [diff] [blame] | 66 | framework::dataset::make("Batches", 1))); |
| steniu01 | a629da1 | 2017-07-28 14:40:58 +0100 | [diff] [blame] | 67 | |
| Isabella Gottardi | 3f217ec | 2018-02-12 14:59:19 +0000 | [diff] [blame] | 68 | REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV1DirectConvolutionLayer, NEDirectConvolutionLayerFixture, framework::DatasetMode::ALL, |
| 69 | framework::dataset::combine(framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV1DirectConvolutionLayerDataset(), |
| 70 | framework::dataset::make("ActivationInfo", ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU))), |
| 71 | data_types), |
| Georgios Pinitas | 898a806 | 2017-09-12 19:19:12 +0100 | [diff] [blame] | 72 | framework::dataset::make("Batches", 1))); |
| steniu01 | a629da1 | 2017-07-28 14:40:58 +0100 | [diff] [blame] | 73 | |
| Isabella Gottardi | 3f217ec | 2018-02-12 14:59:19 +0000 | [diff] [blame] | 74 | REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV4DirectConvolutionLayer, NEDirectConvolutionLayerFixture, framework::DatasetMode::ALL, |
| 75 | framework::dataset::combine(framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV4DirectConvolutionLayerDataset(), |
| 76 | framework::dataset::make("ActivationInfo", ActivationLayerInfo())), |
| 77 | data_types), |
| Georgios Pinitas | 898a806 | 2017-09-12 19:19:12 +0100 | [diff] [blame] | 78 | framework::dataset::make("Batches", 1))); |
| SiCong Li | f583fb7 | 2017-08-15 15:09:18 +0100 | [diff] [blame] | 79 | |
| Isabella Gottardi | 3f217ec | 2018-02-12 14:59:19 +0000 | [diff] [blame] | 80 | REGISTER_FIXTURE_DATA_TEST_CASE(SqueezeNetDirectConvolutionLayer, NEDirectConvolutionLayerFixture, framework::DatasetMode::ALL, |
| 81 | framework::dataset::combine(framework::dataset::combine(framework::dataset::combine(datasets::SqueezeNetConvolutionLayerDataset(), |
| 82 | framework::dataset::make("ActivationInfo", ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU))), |
| 83 | data_types), |
| Georgios Pinitas | 898a806 | 2017-09-12 19:19:12 +0100 | [diff] [blame] | 84 | framework::dataset::make("Batches", 1))); |
| Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 85 | |
| SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 86 | TEST_SUITE(NIGHTLY) |
| Isabella Gottardi | 3f217ec | 2018-02-12 14:59:19 +0000 | [diff] [blame] | 87 | REGISTER_FIXTURE_DATA_TEST_CASE(AlexNetDirectConvolutionLayer, NEDirectConvolutionLayerFixture, framework::DatasetMode::NIGHTLY, |
| 88 | framework::dataset::combine(framework::dataset::combine(framework::dataset::combine(datasets::AlexNetDirectConvolutionLayerDataset(), |
| 89 | framework::dataset::make("ActivationInfo", ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU))), |
| 90 | data_types), |
| Georgios Pinitas | 898a806 | 2017-09-12 19:19:12 +0100 | [diff] [blame] | 91 | framework::dataset::make("Batches", { 4, 8 }))); |
| SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 92 | |
| Isabella Gottardi | 3f217ec | 2018-02-12 14:59:19 +0000 | [diff] [blame] | 93 | REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV1DirectConvolutionLayer, NEDirectConvolutionLayerFixture, framework::DatasetMode::NIGHTLY, |
| 94 | framework::dataset::combine(framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV1DirectConvolutionLayerDataset(), |
| 95 | framework::dataset::make("ActivationInfo", ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU))), |
| 96 | data_types), |
| Georgios Pinitas | 898a806 | 2017-09-12 19:19:12 +0100 | [diff] [blame] | 97 | framework::dataset::make("Batches", { 4, 8 }))); |
| SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 98 | |
| Isabella Gottardi | 3f217ec | 2018-02-12 14:59:19 +0000 | [diff] [blame] | 99 | REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV4DirectConvolutionLayer, NEDirectConvolutionLayerFixture, framework::DatasetMode::NIGHTLY, |
| 100 | framework::dataset::combine(framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV4DirectConvolutionLayerDataset(), |
| 101 | framework::dataset::make("ActivationInfo", ActivationLayerInfo())), |
| 102 | data_types), |
| Georgios Pinitas | 898a806 | 2017-09-12 19:19:12 +0100 | [diff] [blame] | 103 | framework::dataset::make("Batches", { 4, 8 }))); |
| SiCong Li | f583fb7 | 2017-08-15 15:09:18 +0100 | [diff] [blame] | 104 | |
| Isabella Gottardi | 3f217ec | 2018-02-12 14:59:19 +0000 | [diff] [blame] | 105 | REGISTER_FIXTURE_DATA_TEST_CASE(SqueezeNetDirectConvolutionLayer, NEDirectConvolutionLayerFixture, framework::DatasetMode::NIGHTLY, |
| 106 | framework::dataset::combine(framework::dataset::combine(framework::dataset::combine(datasets::SqueezeNetConvolutionLayerDataset(), |
| 107 | framework::dataset::make("ActivationInfo", ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU))), |
| 108 | data_types), |
| Georgios Pinitas | 898a806 | 2017-09-12 19:19:12 +0100 | [diff] [blame] | 109 | framework::dataset::make("Batches", { 4, 8 }))); |
| SiCong Li | cc65bbe | 2017-08-18 11:58:21 +0100 | [diff] [blame] | 110 | |
| Isabella Gottardi | 3f217ec | 2018-02-12 14:59:19 +0000 | [diff] [blame] | 111 | REGISTER_FIXTURE_DATA_TEST_CASE(VGG16DirectConvolutionLayer, NEDirectConvolutionLayerFixture, framework::DatasetMode::NIGHTLY, |
| 112 | framework::dataset::combine(framework::dataset::combine(framework::dataset::combine(datasets::VGG16ConvolutionLayerDataset(), |
| 113 | framework::dataset::make("ActivationInfo", ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU))), |
| 114 | data_types), |
| Gian Marco | 33da05b | 2017-11-08 14:13:33 +0000 | [diff] [blame] | 115 | framework::dataset::make("Batches", { 1, 2 }))); |
| SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 116 | |
| Isabella Gottardi | 3f217ec | 2018-02-12 14:59:19 +0000 | [diff] [blame] | 117 | REGISTER_FIXTURE_DATA_TEST_CASE(YOLOV2DirectConvolutionLayer, NEDirectConvolutionLayerFixture, framework::DatasetMode::NIGHTLY, |
| 118 | framework::dataset::combine(framework::dataset::combine(framework::dataset::combine(datasets::YOLOV2ConvolutionLayerDataset(), |
| 119 | framework::dataset::make("ActivationInfo", ActivationLayerInfo())), |
| 120 | data_types), |
| Georgios Pinitas | 898a806 | 2017-09-12 19:19:12 +0100 | [diff] [blame] | 121 | framework::dataset::make("Batches", { 1, 4, 8 }))); |
| SiCong Li | cc65bbe | 2017-08-18 11:58:21 +0100 | [diff] [blame] | 122 | |
| SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 123 | TEST_SUITE_END() |
| Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 124 | TEST_SUITE_END() |
| Michalis Spyrou | 724079d | 2017-12-15 11:37:37 +0000 | [diff] [blame] | 125 | } // namespace benchmark |
| Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 126 | } // namespace test |
| 127 | } // namespace arm_compute |