tests/benchmark/CL/FullyConnectedLayer.cpp

   1 /*
   2  * Copyright (c) 2017-2018 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  * FITCLSS 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 CONCLCTION 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/CL/CLTensor.h"
  27 #include "arm_compute/runtime/CL/CLTensorAllocator.h"
  28 #include "arm_compute/runtime/CL/functions/CLFullyConnectedLayer.h"
  29 #include "tests/CL/CLAccessor.h"
  30 #include "tests/benchmark/fixtures/FullyConnectedLayerFixture.h"
  31 #include "tests/datasets/system_tests/alexnet/AlexNetFullyConnectedLayerDataset.h"
  32 #include "tests/datasets/system_tests/googlenet/inceptionv1/GoogLeNetInceptionV1FullyConnectedLayerDataset.h"
  33 #include "tests/datasets/system_tests/googlenet/inceptionv4/GoogLeNetInceptionV4FullyConnectedLayerDataset.h"
  34 #include "tests/datasets/system_tests/lenet5/LeNet5FullyConnectedLayerDataset.h"
  35 #include "tests/datasets/system_tests/vgg/vgg16/VGG16FullyConnectedLayerDataset.h"
  36 #include "tests/framework/Macros.h"
  37 #include "tests/framework/datasets/Datasets.h"
  38 #include "utils/TypePrinter.h"
  39
  40 namespace arm_compute
  41 {
  42 namespace test
  43 {
  44 namespace benchmark
  45 {
  46 namespace
  47 {
  48 const auto data_types = framework::dataset::make("DataType", { DataType::F16, DataType::F32 });
  49 } // namespace
  50
  51 using CLFullyConnectedLayerFixture = FullyConnectedLayerFixture<CLTensor, CLFullyConnectedLayer, CLAccessor>;
  52
  53 TEST_SUITE(CL)
  54
  55 REGISTER_FIXTURE_DATA_TEST_CASE(AlexNetFullyConnectedLayer, CLFullyConnectedLayerFixture, framework::DatasetMode::ALL,
  56                                 framework::dataset::combine(framework::dataset::combine(datasets::AlexNetFullyConnectedLayerDataset(),
  57                                                                                         data_types),
  58                                                             framework::dataset::make("Batches", 1)));
  59
  60 REGISTER_FIXTURE_DATA_TEST_CASE(LeNet5FullyConnectedLayer, CLFullyConnectedLayerFixture, framework::DatasetMode::ALL,
  61                                 framework::dataset::combine(framework::dataset::combine(datasets::LeNet5FullyConnectedLayerDataset(),
  62                                                                                         data_types),
  63                                                             framework::dataset::make("Batches", 1)));
  64
  65 REGISTER_FIXTURE_DATA_TEST_CASE(VGG16FullyConnectedLayer, CLFullyConnectedLayerFixture, framework::DatasetMode::ALL,
  66                                 framework::dataset::combine(framework::dataset::combine(datasets::VGG16FullyConnectedLayerDataset(),
  67                                                                                         data_types),
  68                                                             framework::dataset::make("Batches", 1)));
  69
  70 REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV1FullyConnectedLayer, CLFullyConnectedLayerFixture, framework::DatasetMode::ALL,
  71                                 framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV1FullyConnectedLayerDataset(),
  72                                                                                         data_types),
  73                                                             framework::dataset::make("Batches", 1)));
  74
  75 REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV4FullyConnectedLayer, CLFullyConnectedLayerFixture, framework::DatasetMode::ALL,
  76                                 framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV4FullyConnectedLayerDataset(),
  77                                                                                         data_types),
  78                                                             framework::dataset::make("Batches", 1)));
  79
  80 TEST_SUITE(NIGHTLY)
  81 REGISTER_FIXTURE_DATA_TEST_CASE(AlexNetFullyConnectedLayer, CLFullyConnectedLayerFixture, framework::DatasetMode::NIGHTLY,
  82                                 framework::dataset::combine(framework::dataset::combine(datasets::AlexNetFullyConnectedLayerDataset(),
  83                                                                                         data_types),
  84                                                             framework::dataset::make("Batches", { 4, 8 })));
  85
  86 REGISTER_FIXTURE_DATA_TEST_CASE(LeNet5FullyConnectedLayer, CLFullyConnectedLayerFixture, framework::DatasetMode::NIGHTLY,
  87                                 framework::dataset::combine(framework::dataset::combine(datasets::LeNet5FullyConnectedLayerDataset(),
  88                                                                                         data_types),
  89                                                             framework::dataset::make("Batches", { 4, 8 })));
  90
  91 REGISTER_FIXTURE_DATA_TEST_CASE(VGG16FullyConnectedLayer, CLFullyConnectedLayerFixture, framework::DatasetMode::NIGHTLY,
  92                                 framework::dataset::combine(framework::dataset::combine(datasets::VGG16FullyConnectedLayerDataset(),
  93                                                                                         data_types),
  94                                                             framework::dataset::make("Batches", { 4, 8 })));
  95
  96 REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV1FullyConnectedLayer, CLFullyConnectedLayerFixture, framework::DatasetMode::NIGHTLY,
  97                                 framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV1FullyConnectedLayerDataset(),
  98                                                                                         data_types),
  99                                                             framework::dataset::make("Batches", { 4, 8 })));
 100
 101 REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV4FullyConnectedLayer, CLFullyConnectedLayerFixture, framework::DatasetMode::NIGHTLY,
 102                                 framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV4FullyConnectedLayerDataset(),
 103                                                                                         data_types),
 104                                                             framework::dataset::make("Batches", { 4, 8 })));
 105 TEST_SUITE_END()
 106 TEST_SUITE_END()
 107 } // namespace benchmark
 108 } // namespace test
 109 } // namespace arm_compute