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/NEConvolutionLayer.h" |
Pablo Tello | 8108d2e | 2017-12-01 09:58:32 +0000 | [diff] [blame] | 27 | #include "arm_compute/runtime/NEON/functions/NEWinogradLayer.h" |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 28 | #include "arm_compute/runtime/Tensor.h" |
| 29 | #include "arm_compute/runtime/TensorAllocator.h" |
Moritz Pflanzer | d58cec0 | 2017-07-18 15:44:21 +0100 | [diff] [blame] | 30 | #include "tests/NEON/Accessor.h" |
Moritz Pflanzer | a09de0c | 2017-09-01 20:41:12 +0100 | [diff] [blame] | 31 | #include "tests/benchmark/fixtures/ConvolutionLayerFixture.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/lenet5/LeNet5ConvolutionLayerDataset.h" |
| 36 | #include "tests/datasets/system_tests/squeezenet/SqueezeNetConvolutionLayerDataset.h" |
| 37 | #include "tests/datasets/system_tests/vgg/vgg16/VGG16ConvolutionLayerDataset.h" |
| 38 | #include "tests/datasets/system_tests/yolo/v2/YOLOV2ConvolutionLayerDataset.h" |
| 39 | #include "tests/framework/Macros.h" |
| 40 | #include "tests/framework/datasets/Datasets.h" |
Anthony Barbier | 2a07e18 | 2017-08-04 18:20:27 +0100 | [diff] [blame] | 41 | #include "utils/TypePrinter.h" |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 42 | |
| 43 | namespace arm_compute |
| 44 | { |
| 45 | namespace test |
| 46 | { |
Pablo Tello | 40b2927 | 2017-07-19 16:56:05 +0100 | [diff] [blame] | 47 | namespace |
| 48 | { |
Ioan-Cristian Szabo | 5edbd1c | 2017-11-13 13:34:08 +0000 | [diff] [blame] | 49 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
Georgios Pinitas | 51a6730 | 2018-01-17 12:55:26 +0000 | [diff] [blame] | 50 | const auto data_types = framework::dataset::make("DataType", { DataType::F16, DataType::F32 }); |
Ioan-Cristian Szabo | 5edbd1c | 2017-11-13 13:34:08 +0000 | [diff] [blame] | 51 | #else /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ |
Georgios Pinitas | 51a6730 | 2018-01-17 12:55:26 +0000 | [diff] [blame] | 52 | const auto data_types = framework::dataset::make("DataType", { DataType::F32 }); |
Ioan-Cristian Szabo | 5edbd1c | 2017-11-13 13:34:08 +0000 | [diff] [blame] | 53 | #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ |
Pablo Tello | 40b2927 | 2017-07-19 16:56:05 +0100 | [diff] [blame] | 54 | } // namespace |
| 55 | |
Moritz Pflanzer | d58cec0 | 2017-07-18 15:44:21 +0100 | [diff] [blame] | 56 | using NEConvolutionLayerFixture = ConvolutionLayerFixture<Tensor, NEConvolutionLayer, Accessor>; |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 57 | |
| 58 | TEST_SUITE(NEON) |
Pablo Tello | 8108d2e | 2017-12-01 09:58:32 +0000 | [diff] [blame] | 59 | #if defined(__aarch64__) |
| 60 | using NEWinogradLayerFixture = ConvolutionLayerFixture<Tensor, NEWinogradLayer, Accessor>; |
| 61 | |
| 62 | REGISTER_FIXTURE_DATA_TEST_CASE(AlexNetWinogradLayer, NEWinogradLayerFixture, framework::DatasetMode::ALL, |
| 63 | framework::dataset::combine(framework::dataset::combine(datasets::AlexNetWinogradLayerDataset(), framework::dataset::make("DataType", DataType::F32)), |
| 64 | framework::dataset::make("Batches", 1))); |
| 65 | |
| 66 | REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV1WinogradLayer, NEWinogradLayerFixture, framework::DatasetMode::ALL, |
| 67 | framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV1WinogradLayerDataset(), framework::dataset::make("DataType", DataType::F32)), |
| 68 | framework::dataset::make("Batches", 1))); |
| 69 | |
| 70 | REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV4WinogradLayer, NEWinogradLayerFixture, framework::DatasetMode::ALL, |
| 71 | framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV4WinogradLayerDataset(), framework::dataset::make("DataType", DataType::F32)), |
| 72 | framework::dataset::make("Batches", 1))); |
| 73 | |
| 74 | REGISTER_FIXTURE_DATA_TEST_CASE(SqueezeNetWinogradLayer, NEWinogradLayerFixture, framework::DatasetMode::ALL, |
| 75 | framework::dataset::combine(framework::dataset::combine(datasets::SqueezeNetWinogradLayerDataset(), framework::dataset::make("DataType", DataType::F32)), |
| 76 | framework::dataset::make("Batches", 1))); |
| 77 | #endif /* __aarch64__ */ |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 78 | |
Moritz Pflanzer | d03b00a | 2017-07-17 13:50:12 +0100 | [diff] [blame] | 79 | REGISTER_FIXTURE_DATA_TEST_CASE(AlexNetConvolutionLayer, NEConvolutionLayerFixture, framework::DatasetMode::ALL, |
steniu01 | 6f49330 | 2017-08-04 15:30:35 +0100 | [diff] [blame] | 80 | framework::dataset::combine(framework::dataset::combine(datasets::AlexNetConvolutionLayerDataset(), data_types), |
SiCong Li | cc65bbe | 2017-08-18 11:58:21 +0100 | [diff] [blame] | 81 | framework::dataset::make("Batches", 1))); |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 82 | |
Moritz Pflanzer | d03b00a | 2017-07-17 13:50:12 +0100 | [diff] [blame] | 83 | REGISTER_FIXTURE_DATA_TEST_CASE(LeNet5ConvolutionLayer, NEConvolutionLayerFixture, framework::DatasetMode::ALL, |
steniu01 | 6f49330 | 2017-08-04 15:30:35 +0100 | [diff] [blame] | 84 | framework::dataset::combine(framework::dataset::combine(datasets::LeNet5ConvolutionLayerDataset(), data_types), |
SiCong Li | cc65bbe | 2017-08-18 11:58:21 +0100 | [diff] [blame] | 85 | framework::dataset::make("Batches", 1))); |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 86 | |
SiCong Li | d763cfb | 2017-08-15 12:38:51 +0100 | [diff] [blame] | 87 | REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV1ConvolutionLayer, NEConvolutionLayerFixture, framework::DatasetMode::ALL, |
| 88 | framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV1ConvolutionLayerDataset(), data_types), |
SiCong Li | cc65bbe | 2017-08-18 11:58:21 +0100 | [diff] [blame] | 89 | framework::dataset::make("Batches", 1))); |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 90 | |
SiCong Li | f583fb7 | 2017-08-15 15:09:18 +0100 | [diff] [blame] | 91 | REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV4ConvolutionLayer, NEConvolutionLayerFixture, framework::DatasetMode::ALL, |
| 92 | framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV4ConvolutionLayerDataset(), data_types), |
SiCong Li | cc65bbe | 2017-08-18 11:58:21 +0100 | [diff] [blame] | 93 | framework::dataset::make("Batches", 1))); |
SiCong Li | f583fb7 | 2017-08-15 15:09:18 +0100 | [diff] [blame] | 94 | |
SiCong Li | 0aea890 | 2017-07-21 18:24:36 +0100 | [diff] [blame] | 95 | REGISTER_FIXTURE_DATA_TEST_CASE(SqueezeNetConvolutionLayer, NEConvolutionLayerFixture, framework::DatasetMode::ALL, |
steniu01 | 6f49330 | 2017-08-04 15:30:35 +0100 | [diff] [blame] | 96 | framework::dataset::combine(framework::dataset::combine(datasets::SqueezeNetConvolutionLayerDataset(), data_types), |
SiCong Li | cc65bbe | 2017-08-18 11:58:21 +0100 | [diff] [blame] | 97 | framework::dataset::make("Batches", 1))); |
SiCong Li | 0aea890 | 2017-07-21 18:24:36 +0100 | [diff] [blame] | 98 | |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 99 | TEST_SUITE(NIGHTLY) |
| 100 | REGISTER_FIXTURE_DATA_TEST_CASE(AlexNetConvolutionLayer, NEConvolutionLayerFixture, framework::DatasetMode::NIGHTLY, |
| 101 | framework::dataset::combine(framework::dataset::combine(datasets::AlexNetConvolutionLayerDataset(), data_types), |
SiCong Li | cc65bbe | 2017-08-18 11:58:21 +0100 | [diff] [blame] | 102 | framework::dataset::make("Batches", { 4, 8 }))); |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 103 | |
| 104 | REGISTER_FIXTURE_DATA_TEST_CASE(LeNet5ConvolutionLayer, NEConvolutionLayerFixture, framework::DatasetMode::NIGHTLY, |
| 105 | framework::dataset::combine(framework::dataset::combine(datasets::LeNet5ConvolutionLayerDataset(), data_types), |
SiCong Li | cc65bbe | 2017-08-18 11:58:21 +0100 | [diff] [blame] | 106 | framework::dataset::make("Batches", { 4, 8 }))); |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 107 | |
SiCong Li | d763cfb | 2017-08-15 12:38:51 +0100 | [diff] [blame] | 108 | REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV1ConvolutionLayer, NEConvolutionLayerFixture, framework::DatasetMode::NIGHTLY, |
| 109 | framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV1ConvolutionLayerDataset(), data_types), |
SiCong Li | cc65bbe | 2017-08-18 11:58:21 +0100 | [diff] [blame] | 110 | framework::dataset::make("Batches", { 4, 8 }))); |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 111 | |
SiCong Li | f583fb7 | 2017-08-15 15:09:18 +0100 | [diff] [blame] | 112 | REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV4ConvolutionLayer, NEConvolutionLayerFixture, framework::DatasetMode::NIGHTLY, |
| 113 | framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV4ConvolutionLayerDataset(), data_types), |
SiCong Li | cc65bbe | 2017-08-18 11:58:21 +0100 | [diff] [blame] | 114 | framework::dataset::make("Batches", { 4, 8 }))); |
SiCong Li | f583fb7 | 2017-08-15 15:09:18 +0100 | [diff] [blame] | 115 | |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 116 | REGISTER_FIXTURE_DATA_TEST_CASE(SqueezeNetConvolutionLayer, NEConvolutionLayerFixture, framework::DatasetMode::NIGHTLY, |
| 117 | framework::dataset::combine(framework::dataset::combine(datasets::SqueezeNetConvolutionLayerDataset(), data_types), |
SiCong Li | cc65bbe | 2017-08-18 11:58:21 +0100 | [diff] [blame] | 118 | framework::dataset::make("Batches", { 4, 8 }))); |
| 119 | |
Moritz Pflanzer | 70e9bc2 | 2017-09-08 16:07:10 +0100 | [diff] [blame] | 120 | // 8 batches use about 2GB of memory which is too much for most devices! |
SiCong Li | cc65bbe | 2017-08-18 11:58:21 +0100 | [diff] [blame] | 121 | REGISTER_FIXTURE_DATA_TEST_CASE(VGG16ConvolutionLayer, NEConvolutionLayerFixture, framework::DatasetMode::NIGHTLY, |
| 122 | framework::dataset::combine(framework::dataset::combine(datasets::VGG16ConvolutionLayerDataset(), data_types), |
Gian Marco | 33da05b | 2017-11-08 14:13:33 +0000 | [diff] [blame] | 123 | framework::dataset::make("Batches", { 1, 2 }))); |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 124 | |
| 125 | REGISTER_FIXTURE_DATA_TEST_CASE(YOLOV2ConvolutionLayer, NEConvolutionLayerFixture, framework::DatasetMode::NIGHTLY, |
| 126 | framework::dataset::combine(framework::dataset::combine(datasets::YOLOV2ConvolutionLayerDataset(), data_types), |
| 127 | framework::dataset::make("Batches", { 1, 4, 8 }))); |
SiCong Li | cc65bbe | 2017-08-18 11:58:21 +0100 | [diff] [blame] | 128 | |
Pablo Tello | 8108d2e | 2017-12-01 09:58:32 +0000 | [diff] [blame] | 129 | #if defined(__aarch64__) |
| 130 | REGISTER_FIXTURE_DATA_TEST_CASE(AlexNetWinogradLayer, NEWinogradLayerFixture, framework::DatasetMode::NIGHTLY, |
| 131 | framework::dataset::combine(framework::dataset::combine(datasets::AlexNetWinogradLayerDataset(), framework::dataset::make("DataType", DataType::F32)), |
| 132 | framework::dataset::make("Batches", { 4, 8 }))); |
| 133 | |
| 134 | REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV1WinogradLayer, NEWinogradLayerFixture, framework::DatasetMode::NIGHTLY, |
| 135 | framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV1WinogradLayerDataset(), framework::dataset::make("DataType", DataType::F32)), |
| 136 | framework::dataset::make("Batches", { 4, 8 }))); |
| 137 | |
| 138 | REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV4WinogradLayer, NEWinogradLayerFixture, framework::DatasetMode::NIGHTLY, |
| 139 | framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV4WinogradLayerDataset(), framework::dataset::make("DataType", DataType::F32)), |
| 140 | framework::dataset::make("Batches", { 4, 8 }))); |
| 141 | |
| 142 | REGISTER_FIXTURE_DATA_TEST_CASE(SqueezeNetWinogradLayer, NEWinogradLayerFixture, framework::DatasetMode::NIGHTLY, |
| 143 | framework::dataset::combine(framework::dataset::combine(datasets::SqueezeNetWinogradLayerDataset(), framework::dataset::make("DataType", DataType::F32)), |
| 144 | framework::dataset::make("Batches", { 4, 8 }))); |
| 145 | #endif /* __aarch64__ */ |
| 146 | |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 147 | TEST_SUITE_END() |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 148 | TEST_SUITE_END() |
| 149 | } // namespace test |
| 150 | } // namespace arm_compute |