Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 1 | /* |
| 2 | * Copyright (c) 2017 ARM Limited. |
| 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/NEFullyConnectedLayer.h" |
| 27 | #include "arm_compute/runtime/Tensor.h" |
| 28 | #include "arm_compute/runtime/TensorAllocator.h" |
| 29 | #include "framework/Macros.h" |
| 30 | #include "framework/datasets/Datasets.h" |
Moritz Pflanzer | d58cec0 | 2017-07-18 15:44:21 +0100 | [diff] [blame] | 31 | #include "tests/NEON/Accessor.h" |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 32 | #include "tests/TypePrinter.h" |
SiCong Li | d763cfb | 2017-08-15 12:38:51 +0100 | [diff] [blame] | 33 | #include "tests/datasets_new/system_tests/alexnet/AlexNetFullyConnectedLayerDataset.h" |
| 34 | #include "tests/datasets_new/system_tests/googlenet/inceptionv1/GoogLeNetInceptionV1FullyConnectedLayerDataset.h" |
SiCong Li | f583fb7 | 2017-08-15 15:09:18 +0100 | [diff] [blame] | 35 | #include "tests/datasets_new/system_tests/googlenet/inceptionv4/GoogLeNetInceptionV4FullyConnectedLayerDataset.h" |
SiCong Li | d763cfb | 2017-08-15 12:38:51 +0100 | [diff] [blame] | 36 | #include "tests/datasets_new/system_tests/lenet5/LeNet5FullyConnectedLayerDataset.h" |
SiCong Li | cc65bbe | 2017-08-18 11:58:21 +0100 | [diff] [blame^] | 37 | #include "tests/datasets_new/system_tests/vgg/vgg16/VGG16FullyConnectedLayerDataset.h" |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 38 | #include "tests/fixtures_new/FullyConnectedLayerFixture.h" |
| 39 | |
| 40 | namespace arm_compute |
| 41 | { |
| 42 | namespace test |
| 43 | { |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 44 | namespace |
| 45 | { |
| 46 | #ifdef ARM_COMPUTE_ENABLE_FP16 |
| 47 | const auto data_types = framework::dataset::make("DataType", { DataType::F16, DataType::F32, DataType::QS8, DataType::QS16 }); |
| 48 | #else /* ARM_COMPUTE_ENABLE_FP16 */ |
| 49 | const auto data_types = framework::dataset::make("DataType", { DataType::F32, DataType::QS8, DataType::QS16 }); |
| 50 | #endif /* ARM_COMPUTE_ENABLE_FP16 */ |
| 51 | } // namespace |
| 52 | |
Moritz Pflanzer | d58cec0 | 2017-07-18 15:44:21 +0100 | [diff] [blame] | 53 | using NEFullyConnectedLayerFixture = FullyConnectedLayerFixture<Tensor, NEFullyConnectedLayer, Accessor>; |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 54 | |
| 55 | TEST_SUITE(NEON) |
| 56 | |
Moritz Pflanzer | d03b00a | 2017-07-17 13:50:12 +0100 | [diff] [blame] | 57 | REGISTER_FIXTURE_DATA_TEST_CASE(AlexNetFullyConnectedLayer, NEFullyConnectedLayerFixture, framework::DatasetMode::ALL, |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 58 | framework::dataset::combine(framework::dataset::combine(datasets::AlexNetFullyConnectedLayerDataset(), |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 59 | data_types), |
SiCong Li | cc65bbe | 2017-08-18 11:58:21 +0100 | [diff] [blame^] | 60 | framework::dataset::make("Batches", 1))); |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 61 | |
Moritz Pflanzer | d03b00a | 2017-07-17 13:50:12 +0100 | [diff] [blame] | 62 | REGISTER_FIXTURE_DATA_TEST_CASE(LeNet5FullyConnectedLayer, NEFullyConnectedLayerFixture, framework::DatasetMode::ALL, |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 63 | framework::dataset::combine(framework::dataset::combine(datasets::LeNet5FullyConnectedLayerDataset(), |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 64 | data_types), |
SiCong Li | cc65bbe | 2017-08-18 11:58:21 +0100 | [diff] [blame^] | 65 | framework::dataset::make("Batches", 1))); |
| 66 | |
| 67 | REGISTER_FIXTURE_DATA_TEST_CASE(VGG16FullyConnectedLayer, NEFullyConnectedLayerFixture, framework::DatasetMode::ALL, |
| 68 | framework::dataset::combine(framework::dataset::combine(datasets::VGG16FullyConnectedLayerDataset(), |
| 69 | data_types), |
| 70 | framework::dataset::make("Batches", 1))); |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 71 | |
SiCong Li | d763cfb | 2017-08-15 12:38:51 +0100 | [diff] [blame] | 72 | REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV1FullyConnectedLayer, NEFullyConnectedLayerFixture, framework::DatasetMode::ALL, |
| 73 | framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV1FullyConnectedLayerDataset(), |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 74 | data_types), |
SiCong Li | cc65bbe | 2017-08-18 11:58:21 +0100 | [diff] [blame^] | 75 | framework::dataset::make("Batches", 1))); |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 76 | |
SiCong Li | f583fb7 | 2017-08-15 15:09:18 +0100 | [diff] [blame] | 77 | REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV4FullyConnectedLayer, NEFullyConnectedLayerFixture, framework::DatasetMode::ALL, |
| 78 | framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV4FullyConnectedLayerDataset(), |
| 79 | data_types), |
SiCong Li | cc65bbe | 2017-08-18 11:58:21 +0100 | [diff] [blame^] | 80 | framework::dataset::make("Batches", 1))); |
SiCong Li | f583fb7 | 2017-08-15 15:09:18 +0100 | [diff] [blame] | 81 | |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 82 | TEST_SUITE(NIGHTLY) |
| 83 | REGISTER_FIXTURE_DATA_TEST_CASE(AlexNetFullyConnectedLayer, NEFullyConnectedLayerFixture, framework::DatasetMode::NIGHTLY, |
| 84 | framework::dataset::combine(framework::dataset::combine(datasets::AlexNetFullyConnectedLayerDataset(), |
| 85 | data_types), |
SiCong Li | cc65bbe | 2017-08-18 11:58:21 +0100 | [diff] [blame^] | 86 | framework::dataset::make("Batches", { 4, 8 }))); |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 87 | |
| 88 | REGISTER_FIXTURE_DATA_TEST_CASE(LeNet5FullyConnectedLayer, NEFullyConnectedLayerFixture, framework::DatasetMode::NIGHTLY, |
| 89 | framework::dataset::combine(framework::dataset::combine(datasets::LeNet5FullyConnectedLayerDataset(), |
| 90 | data_types), |
SiCong Li | cc65bbe | 2017-08-18 11:58:21 +0100 | [diff] [blame^] | 91 | framework::dataset::make("Batches", { 4, 8 }))); |
| 92 | |
| 93 | REGISTER_FIXTURE_DATA_TEST_CASE(VGG16FullyConnectedLayer, NEFullyConnectedLayerFixture, framework::DatasetMode::NIGHTLY, |
| 94 | framework::dataset::combine(framework::dataset::combine(datasets::VGG16FullyConnectedLayerDataset(), |
| 95 | data_types), |
| 96 | framework::dataset::make("Batches", { 4, 8 }))); |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 97 | |
SiCong Li | d763cfb | 2017-08-15 12:38:51 +0100 | [diff] [blame] | 98 | REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV1FullyConnectedLayer, NEFullyConnectedLayerFixture, framework::DatasetMode::NIGHTLY, |
| 99 | framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV1FullyConnectedLayerDataset(), |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 100 | data_types), |
SiCong Li | cc65bbe | 2017-08-18 11:58:21 +0100 | [diff] [blame^] | 101 | framework::dataset::make("Batches", { 4, 8 }))); |
SiCong Li | f583fb7 | 2017-08-15 15:09:18 +0100 | [diff] [blame] | 102 | |
| 103 | REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV4FullyConnectedLayer, NEFullyConnectedLayerFixture, framework::DatasetMode::NIGHTLY, |
| 104 | framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV4FullyConnectedLayerDataset(), |
| 105 | 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 | TEST_SUITE_END() |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 108 | TEST_SUITE_END() |
| 109 | } // namespace test |
| 110 | } // namespace arm_compute |