tests/benchmark/GLES_COMPUTE/DirectConvolutionLayer.cpp

   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/GLES_COMPUTE/GCTensor.h"
  27 #include "arm_compute/runtime/GLES_COMPUTE/GCTensorAllocator.h"
  28 #include "arm_compute/runtime/GLES_COMPUTE/functions/GCDirectConvolutionLayer.h"
  29 #include "tests/GLES_COMPUTE/GCAccessor.h"
  30 #include "tests/benchmark/fixtures/ConvolutionLayerFixture.h"
  31 #include "tests/datasets/system_tests/alexnet/AlexNetConvolutionLayerDataset.h"
  32 #include "tests/datasets/system_tests/googlenet/inceptionv1/GoogLeNetInceptionV1ConvolutionLayerDataset.h"
  33 #include "tests/datasets/system_tests/googlenet/inceptionv4/GoogLeNetInceptionV4ConvolutionLayerDataset.h"
  34 #include "tests/datasets/system_tests/squeezenet/SqueezeNetConvolutionLayerDataset.h"
  35 #include "tests/datasets/system_tests/vgg/vgg16/VGG16ConvolutionLayerDataset.h"
  36 #include "tests/datasets/system_tests/yolo/v2/YOLOV2ConvolutionLayerDataset.h"
  37 #include "tests/framework/Macros.h"
  38 #include "tests/framework/datasets/Datasets.h"
  39 #include "utils/TypePrinter.h"
  40
  41 namespace arm_compute
  42 {
  43 namespace test
  44 {
  45 namespace
  46 {
  47 const auto data_types = framework::dataset::make("DataType", { DataType::F32, DataType::F16 });
  48 } // namespace
  49
  50 using GCConvolutionLayerFixture = ConvolutionLayerFixture<GCTensor, GCDirectConvolutionLayer, GCAccessor>;
  51
  52 TEST_SUITE(GC)
  53
  54 REGISTER_FIXTURE_DATA_TEST_CASE(AlexNetDirectConvolutionLayer, GCConvolutionLayerFixture, framework::DatasetMode::ALL,
  55                                 framework::dataset::combine(framework::dataset::combine(datasets::AlexNetDirectConvolutionLayerDataset(),
  56                                                                                         data_types),
  57                                                             framework::dataset::make("Batches", 1)));
  58
  59 REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV1DirectConvolutionLayer, GCConvolutionLayerFixture, framework::DatasetMode::ALL,
  60                                 framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV1DirectConvolutionLayerDataset(),
  61                                                                                         data_types),
  62                                                             framework::dataset::make("Batches", 1)));
  63
  64 REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV4DirectConvolutionLayer, GCConvolutionLayerFixture, framework::DatasetMode::ALL,
  65                                 framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV4DirectConvolutionLayerDataset(),
  66                                                                                         data_types),
  67                                                             framework::dataset::make("Batches", 1)));
  68
  69 REGISTER_FIXTURE_DATA_TEST_CASE(SqueezeNetDirectConvolutionLayer, GCConvolutionLayerFixture, framework::DatasetMode::ALL,
  70                                 framework::dataset::combine(framework::dataset::combine(datasets::SqueezeNetConvolutionLayerDataset(),
  71                                                                                         data_types),
  72                                                             framework::dataset::make("Batches", 1)));
  73
  74 TEST_SUITE(NIGHTLY)
  75 REGISTER_FIXTURE_DATA_TEST_CASE(AlexNetDirectConvolutionLayer, GCConvolutionLayerFixture, framework::DatasetMode::NIGHTLY,
  76                                 framework::dataset::combine(framework::dataset::combine(datasets::AlexNetDirectConvolutionLayerDataset(),
  77                                                                                         data_types),
  78                                                             framework::dataset::make("Batches", { 4, 8 })));
  79
  80 REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV1DirectConvolutionLayer, GCConvolutionLayerFixture, framework::DatasetMode::NIGHTLY,
  81                                 framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV1DirectConvolutionLayerDataset(),
  82                                                                                         data_types),
  83                                                             framework::dataset::make("Batches", { 4, 8 })));
  84
  85 REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV4DirectConvolutionLayer, GCConvolutionLayerFixture, framework::DatasetMode::NIGHTLY,
  86                                 framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV4DirectConvolutionLayerDataset(),
  87                                                                                         data_types),
  88                                                             framework::dataset::make("Batches", { 4, 8 })));
  89
  90 REGISTER_FIXTURE_DATA_TEST_CASE(SqueezeNetDirectConvolutionLayer, GCConvolutionLayerFixture, framework::DatasetMode::NIGHTLY,
  91                                 framework::dataset::combine(framework::dataset::combine(datasets::SqueezeNetConvolutionLayerDataset(),
  92                                                                                         data_types),
  93                                                             framework::dataset::make("Batches", { 4, 8 })));
  94
  95 REGISTER_FIXTURE_DATA_TEST_CASE(VGG16DirectConvolutionLayer, GCConvolutionLayerFixture, framework::DatasetMode::NIGHTLY,
  96                                 framework::dataset::combine(framework::dataset::combine(datasets::VGG16ConvolutionLayerDataset(),
  97                                                                                         data_types),
  98                                                             framework::dataset::make("Batches", { 1, 4, 8 })));
  99
 100 REGISTER_FIXTURE_DATA_TEST_CASE(YOLOV2DirectConvolutionLayer, GCConvolutionLayerFixture, framework::DatasetMode::NIGHTLY,
 101                                 framework::dataset::combine(framework::dataset::combine(datasets::YOLOV2ConvolutionLayerDataset(),
 102                                                                                         data_types),
 103                                                             framework::dataset::make("Batches", { 1, 4, 8 })));
 104 TEST_SUITE_END()
 105 TEST_SUITE_END()
 106 } // namespace test
 107 } // namespace arm_compute