Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 1 | /* |
giuros01 | 154bc1c | 2019-03-26 17:44:40 +0000 | [diff] [blame] | 2 | * Copyright (c) 2017-2019 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/NEConvolutionLayer.h" |
giuros01 | 154bc1c | 2019-03-26 17:44:40 +0000 | [diff] [blame] | 27 | #include "arm_compute/runtime/NEON/functions/NEFFTConvolutionLayer.h" |
Georgios Pinitas | 9fb1159 | 2018-04-26 20:34:58 +0100 | [diff] [blame] | 28 | #include "arm_compute/runtime/NEON/functions/NEWinogradConvolutionLayer.h" |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 29 | #include "arm_compute/runtime/Tensor.h" |
| 30 | #include "arm_compute/runtime/TensorAllocator.h" |
Moritz Pflanzer | d58cec0 | 2017-07-18 15:44:21 +0100 | [diff] [blame] | 31 | #include "tests/NEON/Accessor.h" |
Moritz Pflanzer | a09de0c | 2017-09-01 20:41:12 +0100 | [diff] [blame] | 32 | #include "tests/benchmark/fixtures/ConvolutionLayerFixture.h" |
giuros01 | 154bc1c | 2019-03-26 17:44:40 +0000 | [diff] [blame] | 33 | #include "tests/benchmark/fixtures/FFTConvolutionLayerFixture.h" |
Georgios Pinitas | 9fb1159 | 2018-04-26 20:34:58 +0100 | [diff] [blame] | 34 | #include "tests/benchmark/fixtures/WinogradConvolutionLayerFixture.h" |
giuros01 | 154bc1c | 2019-03-26 17:44:40 +0000 | [diff] [blame] | 35 | #include "tests/datasets/SmallConvolutionLayerDataset.h" |
Moritz Pflanzer | a09de0c | 2017-09-01 20:41:12 +0100 | [diff] [blame] | 36 | #include "tests/datasets/system_tests/alexnet/AlexNetConvolutionLayerDataset.h" |
| 37 | #include "tests/datasets/system_tests/googlenet/inceptionv1/GoogLeNetInceptionV1ConvolutionLayerDataset.h" |
| 38 | #include "tests/datasets/system_tests/googlenet/inceptionv4/GoogLeNetInceptionV4ConvolutionLayerDataset.h" |
| 39 | #include "tests/datasets/system_tests/lenet5/LeNet5ConvolutionLayerDataset.h" |
Gian Marco Iodice | 2bc7441 | 2018-03-01 16:32:10 +0000 | [diff] [blame] | 40 | #include "tests/datasets/system_tests/mobilenet/MobileNetConvolutionLayerDataset.h" |
giuros01 | 154bc1c | 2019-03-26 17:44:40 +0000 | [diff] [blame] | 41 | #include "tests/datasets/system_tests/resnet12/ResNet12ConvolutionLayerDataset.h" |
Moritz Pflanzer | a09de0c | 2017-09-01 20:41:12 +0100 | [diff] [blame] | 42 | #include "tests/datasets/system_tests/squeezenet/SqueezeNetConvolutionLayerDataset.h" |
| 43 | #include "tests/datasets/system_tests/vgg/vgg16/VGG16ConvolutionLayerDataset.h" |
| 44 | #include "tests/datasets/system_tests/yolo/v2/YOLOV2ConvolutionLayerDataset.h" |
| 45 | #include "tests/framework/Macros.h" |
| 46 | #include "tests/framework/datasets/Datasets.h" |
Anthony Barbier | 2a07e18 | 2017-08-04 18:20:27 +0100 | [diff] [blame] | 47 | #include "utils/TypePrinter.h" |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 48 | |
| 49 | namespace arm_compute |
| 50 | { |
| 51 | namespace test |
| 52 | { |
Michalis Spyrou | 724079d | 2017-12-15 11:37:37 +0000 | [diff] [blame] | 53 | namespace benchmark |
| 54 | { |
Pablo Tello | 40b2927 | 2017-07-19 16:56:05 +0100 | [diff] [blame] | 55 | namespace |
| 56 | { |
Ioan-Cristian Szabo | 5edbd1c | 2017-11-13 13:34:08 +0000 | [diff] [blame] | 57 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
Isabella Gottardi | e6630e4 | 2018-01-18 15:50:39 +0000 | [diff] [blame] | 58 | const auto data_types = framework::dataset::make("DataType", { DataType::F16, DataType::F32, DataType::QASYMM8 }); |
| 59 | #else /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ |
| 60 | const auto data_types = framework::dataset::make("DataType", { DataType::F32, DataType::QASYMM8 }); |
| 61 | |
Ioan-Cristian Szabo | 5edbd1c | 2017-11-13 13:34:08 +0000 | [diff] [blame] | 62 | #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ |
Pablo Tello | 40b2927 | 2017-07-19 16:56:05 +0100 | [diff] [blame] | 63 | } // namespace |
| 64 | |
Isabella Gottardi | 6acc6ad | 2018-02-02 17:19:18 +0000 | [diff] [blame] | 65 | using NEGEMMConvolutionLayerFixture = ConvolutionLayerFixture<Tensor, NEGEMMConvolutionLayer, Accessor>; |
giuros01 | 154bc1c | 2019-03-26 17:44:40 +0000 | [diff] [blame] | 66 | using NEFFTConvolutionLayerFixture = FFTConvolutionLayerFixture<Tensor, NEFFTConvolutionLayer, Accessor>; |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 67 | |
| 68 | TEST_SUITE(NEON) |
Pablo Tello | 8108d2e | 2017-12-01 09:58:32 +0000 | [diff] [blame] | 69 | #if defined(__aarch64__) |
Georgios Pinitas | 9fb1159 | 2018-04-26 20:34:58 +0100 | [diff] [blame] | 70 | using NEWinogradConvolutionLayerFixture = WinogradConvolutionLayerFixture<Tensor, NEWinogradConvolutionLayer, Accessor>; |
Pablo Tello | 8108d2e | 2017-12-01 09:58:32 +0000 | [diff] [blame] | 71 | |
Georgios Pinitas | 9fb1159 | 2018-04-26 20:34:58 +0100 | [diff] [blame] | 72 | REGISTER_FIXTURE_DATA_TEST_CASE(AlexNetWinogradLayer, NEWinogradConvolutionLayerFixture, framework::DatasetMode::ALL, |
Isabella Gottardi | 3f217ec | 2018-02-12 14:59:19 +0000 | [diff] [blame] | 73 | framework::dataset::combine(framework::dataset::combine(framework::dataset::combine(datasets::AlexNetWinogradLayerDataset(), |
| 74 | framework::dataset::make("ActivationInfo", ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU))), |
| 75 | framework::dataset::make("DataType", DataType::F32)), |
Pablo Tello | 8108d2e | 2017-12-01 09:58:32 +0000 | [diff] [blame] | 76 | framework::dataset::make("Batches", 1))); |
| 77 | |
Georgios Pinitas | 9fb1159 | 2018-04-26 20:34:58 +0100 | [diff] [blame] | 78 | REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV1WinogradLayer, NEWinogradConvolutionLayerFixture, framework::DatasetMode::ALL, |
Isabella Gottardi | 3f217ec | 2018-02-12 14:59:19 +0000 | [diff] [blame] | 79 | framework::dataset::combine(framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV1WinogradLayerDataset(), |
| 80 | framework::dataset::make("ActivationInfo", ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU))), |
| 81 | framework::dataset::make("DataType", DataType::F32)), |
Pablo Tello | 8108d2e | 2017-12-01 09:58:32 +0000 | [diff] [blame] | 82 | framework::dataset::make("Batches", 1))); |
| 83 | |
Georgios Pinitas | 9fb1159 | 2018-04-26 20:34:58 +0100 | [diff] [blame] | 84 | REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV4WinogradLayer, NEWinogradConvolutionLayerFixture, framework::DatasetMode::ALL, |
Isabella Gottardi | 3f217ec | 2018-02-12 14:59:19 +0000 | [diff] [blame] | 85 | framework::dataset::combine(framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV4WinogradLayerDataset(), |
| 86 | framework::dataset::make("ActivationInfo", ActivationLayerInfo())), |
| 87 | framework::dataset::make("DataType", DataType::F32)), |
Pablo Tello | 8108d2e | 2017-12-01 09:58:32 +0000 | [diff] [blame] | 88 | framework::dataset::make("Batches", 1))); |
| 89 | |
Georgios Pinitas | 9fb1159 | 2018-04-26 20:34:58 +0100 | [diff] [blame] | 90 | REGISTER_FIXTURE_DATA_TEST_CASE(SqueezeNetWinogradLayer, NEWinogradConvolutionLayerFixture, framework::DatasetMode::ALL, |
Isabella Gottardi | 3f217ec | 2018-02-12 14:59:19 +0000 | [diff] [blame] | 91 | framework::dataset::combine(framework::dataset::combine(framework::dataset::combine(datasets::SqueezeNetWinogradLayerDataset(), |
| 92 | framework::dataset::make("ActivationInfo", ActivationLayerInfo())), |
| 93 | framework::dataset::make("DataType", DataType::F32)), |
Pablo Tello | 8108d2e | 2017-12-01 09:58:32 +0000 | [diff] [blame] | 94 | framework::dataset::make("Batches", 1))); |
| 95 | #endif /* __aarch64__ */ |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 96 | |
giuros01 | 154bc1c | 2019-03-26 17:44:40 +0000 | [diff] [blame] | 97 | REGISTER_FIXTURE_DATA_TEST_CASE(ResNet12FFTLayer, NEFFTConvolutionLayerFixture, framework::DatasetMode::ALL, |
| 98 | framework::dataset::combine(framework::dataset::combine(framework::dataset::combine(datasets::ResNet12FFTConvolutionLayerDataset(), |
| 99 | framework::dataset::make("ActivationInfo", ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU))), |
| 100 | framework::dataset::make("DataType", { DataType::F32 })), |
| 101 | framework::dataset::make("Batches", 1))); |
| 102 | |
Isabella Gottardi | 6acc6ad | 2018-02-02 17:19:18 +0000 | [diff] [blame] | 103 | REGISTER_FIXTURE_DATA_TEST_CASE(AlexNetConvolutionLayer, NEGEMMConvolutionLayerFixture, framework::DatasetMode::ALL, |
Isabella Gottardi | 3f217ec | 2018-02-12 14:59:19 +0000 | [diff] [blame] | 104 | framework::dataset::combine(framework::dataset::combine(framework::dataset::combine(datasets::AlexNetConvolutionLayerDataset(), |
| 105 | framework::dataset::make("ActivationInfo", ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU))), |
| 106 | data_types), |
SiCong Li | cc65bbe | 2017-08-18 11:58:21 +0100 | [diff] [blame] | 107 | framework::dataset::make("Batches", 1))); |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 108 | |
Isabella Gottardi | 6acc6ad | 2018-02-02 17:19:18 +0000 | [diff] [blame] | 109 | REGISTER_FIXTURE_DATA_TEST_CASE(LeNet5ConvolutionLayer, NEGEMMConvolutionLayerFixture, framework::DatasetMode::ALL, |
Isabella Gottardi | 3f217ec | 2018-02-12 14:59:19 +0000 | [diff] [blame] | 110 | framework::dataset::combine(framework::dataset::combine(framework::dataset::combine(datasets::LeNet5ConvolutionLayerDataset(), |
| 111 | framework::dataset::make("ActivationInfo", ActivationLayerInfo())), |
| 112 | data_types), |
SiCong Li | cc65bbe | 2017-08-18 11:58:21 +0100 | [diff] [blame] | 113 | framework::dataset::make("Batches", 1))); |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 114 | |
Isabella Gottardi | 6acc6ad | 2018-02-02 17:19:18 +0000 | [diff] [blame] | 115 | REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV1ConvolutionLayer, NEGEMMConvolutionLayerFixture, framework::DatasetMode::ALL, |
Isabella Gottardi | 3f217ec | 2018-02-12 14:59:19 +0000 | [diff] [blame] | 116 | framework::dataset::combine(framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV1ConvolutionLayerDataset(), |
| 117 | framework::dataset::make("ActivationInfo", ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU))), |
| 118 | data_types), |
SiCong Li | cc65bbe | 2017-08-18 11:58:21 +0100 | [diff] [blame] | 119 | framework::dataset::make("Batches", 1))); |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 120 | |
Isabella Gottardi | 6acc6ad | 2018-02-02 17:19:18 +0000 | [diff] [blame] | 121 | REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV4ConvolutionLayer, NEGEMMConvolutionLayerFixture, framework::DatasetMode::ALL, |
Isabella Gottardi | 3f217ec | 2018-02-12 14:59:19 +0000 | [diff] [blame] | 122 | framework::dataset::combine(framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV4ConvolutionLayerDataset(), |
| 123 | framework::dataset::make("ActivationInfo", ActivationLayerInfo())), |
| 124 | data_types), |
SiCong Li | cc65bbe | 2017-08-18 11:58:21 +0100 | [diff] [blame] | 125 | framework::dataset::make("Batches", 1))); |
SiCong Li | f583fb7 | 2017-08-15 15:09:18 +0100 | [diff] [blame] | 126 | |
Isabella Gottardi | 6acc6ad | 2018-02-02 17:19:18 +0000 | [diff] [blame] | 127 | REGISTER_FIXTURE_DATA_TEST_CASE(SqueezeNetConvolutionLayer, NEGEMMConvolutionLayerFixture, framework::DatasetMode::ALL, |
Isabella Gottardi | 3f217ec | 2018-02-12 14:59:19 +0000 | [diff] [blame] | 128 | framework::dataset::combine(framework::dataset::combine(framework::dataset::combine(datasets::SqueezeNetConvolutionLayerDataset(), |
| 129 | framework::dataset::make("ActivationInfo", ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU))), |
| 130 | data_types), |
SiCong Li | cc65bbe | 2017-08-18 11:58:21 +0100 | [diff] [blame] | 131 | framework::dataset::make("Batches", 1))); |
SiCong Li | 0aea890 | 2017-07-21 18:24:36 +0100 | [diff] [blame] | 132 | |
Gian Marco Iodice | 2bc7441 | 2018-03-01 16:32:10 +0000 | [diff] [blame] | 133 | REGISTER_FIXTURE_DATA_TEST_CASE(MobileNetConvolutionLayer, NEGEMMConvolutionLayerFixture, framework::DatasetMode::ALL, |
Isabella Gottardi | 3f217ec | 2018-02-12 14:59:19 +0000 | [diff] [blame] | 134 | framework::dataset::combine(framework::dataset::combine(framework::dataset::combine(datasets::MobileNetConvolutionLayerDataset(), |
| 135 | framework::dataset::make("ActivationInfo", ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU))), |
| 136 | data_types), |
Gian Marco Iodice | 2bc7441 | 2018-03-01 16:32:10 +0000 | [diff] [blame] | 137 | framework::dataset::make("Batches", 1))); |
| 138 | |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 139 | TEST_SUITE(NIGHTLY) |
Isabella Gottardi | 6acc6ad | 2018-02-02 17:19:18 +0000 | [diff] [blame] | 140 | REGISTER_FIXTURE_DATA_TEST_CASE(AlexNetConvolutionLayer, NEGEMMConvolutionLayerFixture, framework::DatasetMode::NIGHTLY, |
Isabella Gottardi | 3f217ec | 2018-02-12 14:59:19 +0000 | [diff] [blame] | 141 | framework::dataset::combine(framework::dataset::combine(framework::dataset::combine(datasets::AlexNetConvolutionLayerDataset(), |
| 142 | framework::dataset::make("ActivationInfo", ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU))), |
| 143 | data_types), |
SiCong Li | cc65bbe | 2017-08-18 11:58:21 +0100 | [diff] [blame] | 144 | framework::dataset::make("Batches", { 4, 8 }))); |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 145 | |
Isabella Gottardi | 6acc6ad | 2018-02-02 17:19:18 +0000 | [diff] [blame] | 146 | REGISTER_FIXTURE_DATA_TEST_CASE(LeNet5ConvolutionLayer, NEGEMMConvolutionLayerFixture, framework::DatasetMode::NIGHTLY, |
Isabella Gottardi | 3f217ec | 2018-02-12 14:59:19 +0000 | [diff] [blame] | 147 | framework::dataset::combine(framework::dataset::combine(framework::dataset::combine(datasets::LeNet5ConvolutionLayerDataset(), |
| 148 | framework::dataset::make("ActivationInfo", ActivationLayerInfo())), |
| 149 | data_types), |
SiCong Li | cc65bbe | 2017-08-18 11:58:21 +0100 | [diff] [blame] | 150 | framework::dataset::make("Batches", { 4, 8 }))); |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 151 | |
Isabella Gottardi | 6acc6ad | 2018-02-02 17:19:18 +0000 | [diff] [blame] | 152 | REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV1ConvolutionLayer, NEGEMMConvolutionLayerFixture, framework::DatasetMode::NIGHTLY, |
Isabella Gottardi | 3f217ec | 2018-02-12 14:59:19 +0000 | [diff] [blame] | 153 | framework::dataset::combine(framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV1ConvolutionLayerDataset(), |
| 154 | framework::dataset::make("ActivationInfo", ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU))), |
| 155 | data_types), |
SiCong Li | cc65bbe | 2017-08-18 11:58:21 +0100 | [diff] [blame] | 156 | framework::dataset::make("Batches", { 4, 8 }))); |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 157 | |
Isabella Gottardi | 6acc6ad | 2018-02-02 17:19:18 +0000 | [diff] [blame] | 158 | REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV4ConvolutionLayer, NEGEMMConvolutionLayerFixture, framework::DatasetMode::NIGHTLY, |
Isabella Gottardi | 3f217ec | 2018-02-12 14:59:19 +0000 | [diff] [blame] | 159 | framework::dataset::combine(framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV4ConvolutionLayerDataset(), |
| 160 | framework::dataset::make("ActivationInfo", ActivationLayerInfo())), |
| 161 | data_types), |
SiCong Li | cc65bbe | 2017-08-18 11:58:21 +0100 | [diff] [blame] | 162 | framework::dataset::make("Batches", { 4, 8 }))); |
SiCong Li | f583fb7 | 2017-08-15 15:09:18 +0100 | [diff] [blame] | 163 | |
Isabella Gottardi | 6acc6ad | 2018-02-02 17:19:18 +0000 | [diff] [blame] | 164 | REGISTER_FIXTURE_DATA_TEST_CASE(SqueezeNetConvolutionLayer, NEGEMMConvolutionLayerFixture, framework::DatasetMode::NIGHTLY, |
Isabella Gottardi | 3f217ec | 2018-02-12 14:59:19 +0000 | [diff] [blame] | 165 | framework::dataset::combine(framework::dataset::combine(framework::dataset::combine(datasets::SqueezeNetConvolutionLayerDataset(), |
| 166 | framework::dataset::make("ActivationInfo", ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU))), |
| 167 | data_types), |
SiCong Li | cc65bbe | 2017-08-18 11:58:21 +0100 | [diff] [blame] | 168 | framework::dataset::make("Batches", { 4, 8 }))); |
| 169 | |
Moritz Pflanzer | 70e9bc2 | 2017-09-08 16:07:10 +0100 | [diff] [blame] | 170 | // 8 batches use about 2GB of memory which is too much for most devices! |
Isabella Gottardi | 6acc6ad | 2018-02-02 17:19:18 +0000 | [diff] [blame] | 171 | REGISTER_FIXTURE_DATA_TEST_CASE(VGG16ConvolutionLayer, NEGEMMConvolutionLayerFixture, framework::DatasetMode::NIGHTLY, |
Isabella Gottardi | 3f217ec | 2018-02-12 14:59:19 +0000 | [diff] [blame] | 172 | framework::dataset::combine(framework::dataset::combine(framework::dataset::combine(datasets::VGG16ConvolutionLayerDataset(), |
| 173 | framework::dataset::make("ActivationInfo", ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU))), |
| 174 | data_types), |
Gian Marco | 33da05b | 2017-11-08 14:13:33 +0000 | [diff] [blame] | 175 | framework::dataset::make("Batches", { 1, 2 }))); |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 176 | |
Isabella Gottardi | 6acc6ad | 2018-02-02 17:19:18 +0000 | [diff] [blame] | 177 | REGISTER_FIXTURE_DATA_TEST_CASE(YOLOV2ConvolutionLayer, NEGEMMConvolutionLayerFixture, framework::DatasetMode::NIGHTLY, |
Isabella Gottardi | 3f217ec | 2018-02-12 14:59:19 +0000 | [diff] [blame] | 178 | framework::dataset::combine(framework::dataset::combine(framework::dataset::combine(datasets::YOLOV2ConvolutionLayerDataset(), |
| 179 | framework::dataset::make("ActivationInfo", ActivationLayerInfo())), |
| 180 | data_types), |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 181 | framework::dataset::make("Batches", { 1, 4, 8 }))); |
SiCong Li | cc65bbe | 2017-08-18 11:58:21 +0100 | [diff] [blame] | 182 | |
Pablo Tello | 8108d2e | 2017-12-01 09:58:32 +0000 | [diff] [blame] | 183 | #if defined(__aarch64__) |
Georgios Pinitas | 9fb1159 | 2018-04-26 20:34:58 +0100 | [diff] [blame] | 184 | REGISTER_FIXTURE_DATA_TEST_CASE(AlexNetWinogradLayer, NEWinogradConvolutionLayerFixture, framework::DatasetMode::NIGHTLY, |
Isabella Gottardi | 3f217ec | 2018-02-12 14:59:19 +0000 | [diff] [blame] | 185 | framework::dataset::combine(framework::dataset::combine(framework::dataset::combine(datasets::AlexNetWinogradLayerDataset(), |
| 186 | framework::dataset::make("ActivationInfo", ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU))), |
| 187 | framework::dataset::make("DataType", DataType::F32)), |
Pablo Tello | 8108d2e | 2017-12-01 09:58:32 +0000 | [diff] [blame] | 188 | framework::dataset::make("Batches", { 4, 8 }))); |
| 189 | |
Georgios Pinitas | 9fb1159 | 2018-04-26 20:34:58 +0100 | [diff] [blame] | 190 | REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV1WinogradLayer, NEWinogradConvolutionLayerFixture, framework::DatasetMode::NIGHTLY, |
Isabella Gottardi | 3f217ec | 2018-02-12 14:59:19 +0000 | [diff] [blame] | 191 | framework::dataset::combine(framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV1WinogradLayerDataset(), |
| 192 | framework::dataset::make("ActivationInfo", ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU))), |
| 193 | framework::dataset::make("DataType", DataType::F32)), |
Pablo Tello | 8108d2e | 2017-12-01 09:58:32 +0000 | [diff] [blame] | 194 | framework::dataset::make("Batches", { 4, 8 }))); |
| 195 | |
Georgios Pinitas | 9fb1159 | 2018-04-26 20:34:58 +0100 | [diff] [blame] | 196 | REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV4WinogradLayer, NEWinogradConvolutionLayerFixture, framework::DatasetMode::NIGHTLY, |
Isabella Gottardi | 3f217ec | 2018-02-12 14:59:19 +0000 | [diff] [blame] | 197 | framework::dataset::combine(framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV4WinogradLayerDataset(), |
| 198 | framework::dataset::make("ActivationInfo", ActivationLayerInfo())), |
| 199 | framework::dataset::make("DataType", DataType::F32)), |
Pablo Tello | 8108d2e | 2017-12-01 09:58:32 +0000 | [diff] [blame] | 200 | framework::dataset::make("Batches", { 4, 8 }))); |
| 201 | |
Georgios Pinitas | 9fb1159 | 2018-04-26 20:34:58 +0100 | [diff] [blame] | 202 | REGISTER_FIXTURE_DATA_TEST_CASE(SqueezeNetWinogradLayer, NEWinogradConvolutionLayerFixture, framework::DatasetMode::NIGHTLY, |
Isabella Gottardi | 3f217ec | 2018-02-12 14:59:19 +0000 | [diff] [blame] | 203 | framework::dataset::combine(framework::dataset::combine(framework::dataset::combine(datasets::SqueezeNetWinogradLayerDataset(), |
| 204 | framework::dataset::make("ActivationInfo", ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU))), |
| 205 | framework::dataset::make("DataType", DataType::F32)), |
Pablo Tello | 8108d2e | 2017-12-01 09:58:32 +0000 | [diff] [blame] | 206 | framework::dataset::make("Batches", { 4, 8 }))); |
| 207 | #endif /* __aarch64__ */ |
| 208 | |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 209 | TEST_SUITE_END() |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 210 | TEST_SUITE_END() |
Michalis Spyrou | 724079d | 2017-12-15 11:37:37 +0000 | [diff] [blame] | 211 | } // namespace benchmark |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 212 | } // namespace test |
| 213 | } // namespace arm_compute |