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/NEActivationLayer.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" |
Moritz Pflanzer | a09de0c | 2017-09-01 20:41:12 +0100 | [diff] [blame] | 30 | #include "tests/benchmark/fixtures/ActivationLayerFixture.h" |
| 31 | #include "tests/datasets/system_tests/alexnet/AlexNetActivationLayerDataset.h" |
| 32 | #include "tests/datasets/system_tests/googlenet/inceptionv1/GoogLeNetInceptionV1ActivationLayerDataset.h" |
| 33 | #include "tests/datasets/system_tests/googlenet/inceptionv4/GoogLeNetInceptionV4ActivationLayerDataset.h" |
| 34 | #include "tests/datasets/system_tests/lenet5/LeNet5ActivationLayerDataset.h" |
Giorgio Arena | 9c42de9 | 2018-01-17 14:10:00 +0000 | [diff] [blame] | 35 | #include "tests/datasets/system_tests/mobilenet/MobileNetActivationLayerDataset.h" |
Moritz Pflanzer | a09de0c | 2017-09-01 20:41:12 +0100 | [diff] [blame] | 36 | #include "tests/datasets/system_tests/squeezenet/SqueezeNetActivationLayerDataset.h" |
| 37 | #include "tests/datasets/system_tests/vgg/vgg16/VGG16ActivationLayerDataset.h" |
| 38 | #include "tests/datasets/system_tests/yolo/v2/YOLOV2ActivationLayerDataset.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 | { |
Michalis Spyrou | 724079d | 2017-12-15 11:37:37 +0000 | [diff] [blame] | 47 | namespace benchmark |
| 48 | { |
Pablo Tello | 91654c4 | 2017-07-05 11:32:17 +0100 | [diff] [blame] | 49 | namespace |
| 50 | { |
Ioan-Cristian Szabo | 5edbd1c | 2017-11-13 13:34:08 +0000 | [diff] [blame] | 51 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
Vidhya Sudhan Loganathan | 0fc2545 | 2018-06-18 14:40:56 +0100 | [diff] [blame] | 52 | const auto data_types = framework::dataset::make("DataType", { DataType::F16, DataType::F32 }); |
| 53 | const auto data_types_mobilenet = framework::dataset::make("DataType", { DataType::F16, DataType::F32, DataType::QASYMM8 }); |
Ioan-Cristian Szabo | 5edbd1c | 2017-11-13 13:34:08 +0000 | [diff] [blame] | 54 | #else /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ |
Vidhya Sudhan Loganathan | 0fc2545 | 2018-06-18 14:40:56 +0100 | [diff] [blame] | 55 | const auto data_types = framework::dataset::make("DataType", { DataType::F32 }); |
| 56 | const auto data_types_mobilenet = framework::dataset::make("DataType", { DataType::F32, DataType::QASYMM8 }); |
Ioan-Cristian Szabo | 5edbd1c | 2017-11-13 13:34:08 +0000 | [diff] [blame] | 57 | #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ |
Pablo Tello | 91654c4 | 2017-07-05 11:32:17 +0100 | [diff] [blame] | 58 | } // namespace |
| 59 | |
Moritz Pflanzer | d58cec0 | 2017-07-18 15:44:21 +0100 | [diff] [blame] | 60 | using NEActivationLayerFixture = ActivationLayerFixture<Tensor, NEActivationLayer, Accessor>; |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 61 | |
| 62 | TEST_SUITE(NEON) |
| 63 | |
Moritz Pflanzer | d03b00a | 2017-07-17 13:50:12 +0100 | [diff] [blame] | 64 | REGISTER_FIXTURE_DATA_TEST_CASE(AlexNetActivationLayer, NEActivationLayerFixture, framework::DatasetMode::ALL, |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 65 | framework::dataset::combine(framework::dataset::combine(datasets::AlexNetActivationLayerDataset(), data_types), |
| 66 | framework::dataset::make("Batches", 1))); |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 67 | |
Moritz Pflanzer | d03b00a | 2017-07-17 13:50:12 +0100 | [diff] [blame] | 68 | REGISTER_FIXTURE_DATA_TEST_CASE(LeNet5ActivationLayer, NEActivationLayerFixture, framework::DatasetMode::ALL, |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 69 | framework::dataset::combine(framework::dataset::combine(datasets::LeNet5ActivationLayerDataset(), data_types), |
| 70 | framework::dataset::make("Batches", 1))); |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 71 | |
Giorgio Arena | 9c42de9 | 2018-01-17 14:10:00 +0000 | [diff] [blame] | 72 | REGISTER_FIXTURE_DATA_TEST_CASE(MobileNetActivationLayer, NEActivationLayerFixture, framework::DatasetMode::ALL, |
| 73 | framework::dataset::combine(framework::dataset::combine(datasets::MobileNetActivationLayerDataset(), data_types_mobilenet), |
| 74 | framework::dataset::make("Batches", 1))); |
| 75 | |
SiCong Li | d763cfb | 2017-08-15 12:38:51 +0100 | [diff] [blame] | 76 | REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV1ActivationLayer, NEActivationLayerFixture, framework::DatasetMode::ALL, |
| 77 | framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV1ActivationLayerDataset(), data_types), |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 78 | framework::dataset::make("Batches", 1))); |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 79 | |
SiCong Li | f583fb7 | 2017-08-15 15:09:18 +0100 | [diff] [blame] | 80 | REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV4ActivationLayer, NEActivationLayerFixture, framework::DatasetMode::ALL, |
| 81 | framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV4ActivationLayerDataset(), data_types), |
| 82 | framework::dataset::make("Batches", 1))); |
| 83 | |
SiCong Li | 0aea890 | 2017-07-21 18:24:36 +0100 | [diff] [blame] | 84 | REGISTER_FIXTURE_DATA_TEST_CASE(SqueezeNetActivationLayer, NEActivationLayerFixture, framework::DatasetMode::ALL, |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 85 | framework::dataset::combine(framework::dataset::combine(datasets::SqueezeNetActivationLayerDataset(), data_types), |
| 86 | framework::dataset::make("Batches", 1))); |
SiCong Li | 0aea890 | 2017-07-21 18:24:36 +0100 | [diff] [blame] | 87 | |
SiCong Li | cc65bbe | 2017-08-18 11:58:21 +0100 | [diff] [blame] | 88 | REGISTER_FIXTURE_DATA_TEST_CASE(VGG16ActivationLayer, NEActivationLayerFixture, framework::DatasetMode::ALL, |
| 89 | framework::dataset::combine(framework::dataset::combine(datasets::VGG16ActivationLayerDataset(), data_types), |
| 90 | framework::dataset::make("Batches", 1))); |
| 91 | |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 92 | REGISTER_FIXTURE_DATA_TEST_CASE(YOLOV2ActivationLayer, NEActivationLayerFixture, framework::DatasetMode::ALL, |
| 93 | framework::dataset::combine(framework::dataset::combine(datasets::YOLOV2ActivationLayerDataset(), data_types), |
| 94 | framework::dataset::make("Batches", 1))); |
| 95 | |
| 96 | TEST_SUITE(NIGHTLY) |
| 97 | REGISTER_FIXTURE_DATA_TEST_CASE(AlexNetActivationLayer, NEActivationLayerFixture, framework::DatasetMode::NIGHTLY, |
| 98 | framework::dataset::combine(framework::dataset::combine(datasets::AlexNetActivationLayerDataset(), data_types), |
| 99 | framework::dataset::make("Batches", { 4, 8 }))); |
| 100 | |
| 101 | REGISTER_FIXTURE_DATA_TEST_CASE(LeNet5ActivationLayer, NEActivationLayerFixture, framework::DatasetMode::NIGHTLY, |
| 102 | framework::dataset::combine(framework::dataset::combine(datasets::LeNet5ActivationLayerDataset(), data_types), |
| 103 | framework::dataset::make("Batches", { 4, 8 }))); |
| 104 | |
Giorgio Arena | 9c42de9 | 2018-01-17 14:10:00 +0000 | [diff] [blame] | 105 | REGISTER_FIXTURE_DATA_TEST_CASE(MobileNetActivationLayer, NEActivationLayerFixture, framework::DatasetMode::NIGHTLY, |
| 106 | framework::dataset::combine(framework::dataset::combine(datasets::MobileNetActivationLayerDataset(), data_types_mobilenet), |
| 107 | framework::dataset::make("Batches", { 4, 8 }))); |
| 108 | |
SiCong Li | d763cfb | 2017-08-15 12:38:51 +0100 | [diff] [blame] | 109 | REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV1ActivationLayer, NEActivationLayerFixture, framework::DatasetMode::NIGHTLY, |
| 110 | framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV1ActivationLayerDataset(), data_types), |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 111 | framework::dataset::make("Batches", { 4, 8 }))); |
| 112 | |
SiCong Li | f583fb7 | 2017-08-15 15:09:18 +0100 | [diff] [blame] | 113 | REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV4ActivationLayer, NEActivationLayerFixture, framework::DatasetMode::NIGHTLY, |
| 114 | framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV4ActivationLayerDataset(), data_types), |
| 115 | framework::dataset::make("Batches", { 4, 8 }))); |
| 116 | |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 117 | REGISTER_FIXTURE_DATA_TEST_CASE(SqueezeNetActivationLayer, NEActivationLayerFixture, framework::DatasetMode::NIGHTLY, |
| 118 | framework::dataset::combine(framework::dataset::combine(datasets::SqueezeNetActivationLayerDataset(), data_types), |
| 119 | framework::dataset::make("Batches", { 4, 8 }))); |
| 120 | |
SiCong Li | cc65bbe | 2017-08-18 11:58:21 +0100 | [diff] [blame] | 121 | REGISTER_FIXTURE_DATA_TEST_CASE(VGG16ActivationLayer, NEActivationLayerFixture, framework::DatasetMode::NIGHTLY, |
| 122 | framework::dataset::combine(framework::dataset::combine(datasets::VGG16ActivationLayerDataset(), data_types), |
Gian Marco | 33da05b | 2017-11-08 14:13:33 +0000 | [diff] [blame] | 123 | framework::dataset::make("Batches", { 2 }))); |
SiCong Li | cc65bbe | 2017-08-18 11:58:21 +0100 | [diff] [blame] | 124 | |
SiCong Li | 1e5c157 | 2017-07-27 17:58:52 +0100 | [diff] [blame] | 125 | REGISTER_FIXTURE_DATA_TEST_CASE(YOLOV2ActivationLayer, NEActivationLayerFixture, framework::DatasetMode::NIGHTLY, |
| 126 | framework::dataset::combine(framework::dataset::combine(datasets::YOLOV2ActivationLayerDataset(), data_types), |
| 127 | framework::dataset::make("Batches", { 4, 8 }))); |
| 128 | TEST_SUITE_END() |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 129 | TEST_SUITE_END() |
Michalis Spyrou | 724079d | 2017-12-15 11:37:37 +0000 | [diff] [blame] | 130 | } // namespace benchmark |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 131 | } // namespace test |
| 132 | } // namespace arm_compute |