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review.mlplatform.org / ml / ComputeLibrary / 6f58d1ec864b9a4960181ceeab177cd0db54e2e1 / . / tests / benchmark / GLES_COMPUTE / BatchNormalizationLayer.cpp
blob: 881a6ab4dc1f9bcc38115976a1115eb5b8f093b0 [file] [log] [blame]
zhenglin923241e2017-12-05 11:30:51 +0800[diff] [blame]1/*
Giorgio Arena11674872018-02-07 15:38:12 +0000[diff] [blame]2 * Copyright (c) 2017-2018 ARM Limited.
zhenglin923241e2017-12-05 11:30:51 +0800[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 * 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/GLES_COMPUTE/GCTensor.h"
27#include "arm_compute/runtime/GLES_COMPUTE/GCTensorAllocator.h"
28#include "arm_compute/runtime/GLES_COMPUTE/functions/GCBatchNormalizationLayer.h"
29#include "tests/GLES_COMPUTE/GCAccessor.h"
30#include "tests/benchmark/fixtures/BatchNormalizationLayerFixture.h"
31#include "tests/datasets/system_tests/googlenet/inceptionv4/GoogLeNetInceptionV4BatchNormalizationLayerDataset.h"
Giorgio Arena11674872018-02-07 15:38:12 +0000[diff] [blame]32#include "tests/datasets/system_tests/mobilenet/MobileNetBatchNormalizationLayerDataset.h"
zhenglin923241e2017-12-05 11:30:51 +0800[diff] [blame]33#include "tests/datasets/system_tests/yolo/v2/YOLOV2BatchNormalizationLayerDataset.h"
34#include "tests/framework/Macros.h"
35#include "tests/framework/datasets/Datasets.h"
36#include "utils/TypePrinter.h"
37
38namespace arm_compute
39{
40namespace test
41{
Michalis Spyrou724079d2017-12-15 11:37:37 +0000[diff] [blame]42namespace benchmark
43{
zhenglin923241e2017-12-05 11:30:51 +0800[diff] [blame]44namespace
45{
46const auto data_types = framework::dataset::make("DataType", { DataType::F16, DataType::F32 });
47} // namespace
48
49using GCBatchNormalizationLayerFixture = BatchNormalizationLayerFixture<GCTensor, GCBatchNormalizationLayer, GCAccessor>;
50
51TEST_SUITE(GC)
52
Giorgio Arena11674872018-02-07 15:38:12 +0000[diff] [blame]53REGISTER_FIXTURE_DATA_TEST_CASE(MobileNetBatchNormalizationLayer, GCBatchNormalizationLayerFixture, framework::DatasetMode::ALL,
Michele Di Giorgio0cbb9272018-03-01 16:56:48 +0000[diff] [blame]54 combine(combine(combine(combine(combine(datasets::MobileNetBatchNormalizationLayerDataset(),
55 combine(framework::dataset::make("UseGamma", { false, true }),
56 framework::dataset::make("UseBeta", { false, true }))),
57 framework::dataset::make("ActivationInfo", ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::BOUNDED_RELU, 6.f))),
58 data_types),
59 framework::dataset::make("DataLayout", { DataLayout::NCHW })),
60 framework::dataset::make("Batches", 1)));
Giorgio Arena11674872018-02-07 15:38:12 +0000[diff] [blame]61
zhenglin923241e2017-12-05 11:30:51 +0800[diff] [blame]62REGISTER_FIXTURE_DATA_TEST_CASE(YOLOV2BatchNormalizationLayer, GCBatchNormalizationLayerFixture, framework::DatasetMode::ALL,
Michele Di Giorgio0cbb9272018-03-01 16:56:48 +0000[diff] [blame]63 combine(combine(combine(combine(combine(datasets::YOLOV2BatchNormalizationLayerDataset(),
64 combine(framework::dataset::make("UseGamma", { false, true }),
65 framework::dataset::make("UseBeta", { false, true }))),
66 framework::dataset::make("ActivationInfo", ActivationLayerInfo())),
67 data_types),
68 framework::dataset::make("DataLayout", { DataLayout::NCHW })),
69 framework::dataset::make("Batches", 1)));
zhenglin923241e2017-12-05 11:30:51 +0800[diff] [blame]70
71REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV4BatchNormalizationLayer, GCBatchNormalizationLayerFixture, framework::DatasetMode::ALL,
Michele Di Giorgio0cbb9272018-03-01 16:56:48 +0000[diff] [blame]72 combine(combine(combine(combine(combine(datasets::GoogLeNetInceptionV4BatchNormalizationLayerDataset(),
73 combine(framework::dataset::make("UseGamma", { false, true }),
74 framework::dataset::make("UseBeta", { false, true }))),
75 framework::dataset::make("ActivationInfo", ActivationLayerInfo())),
76 data_types),
77 framework::dataset::make("DataLayout", { DataLayout::NCHW })),
78 framework::dataset::make("Batches", 1)));
zhenglin923241e2017-12-05 11:30:51 +0800[diff] [blame]79
80TEST_SUITE(NIGHTLY)
Giorgio Arena11674872018-02-07 15:38:12 +0000[diff] [blame]81
82REGISTER_FIXTURE_DATA_TEST_CASE(MobileNetBatchNormalizationLayer, GCBatchNormalizationLayerFixture, framework::DatasetMode::NIGHTLY,
Michele Di Giorgio0cbb9272018-03-01 16:56:48 +0000[diff] [blame]83 combine(combine(combine(combine(combine(datasets::MobileNetBatchNormalizationLayerDataset(),
84 combine(framework::dataset::make("UseGamma", { false, true }),
85 framework::dataset::make("UseBeta", { false, true }))),
86 framework::dataset::make("ActivationInfo", ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::BOUNDED_RELU, 6.f))),
87 data_types),
88 framework::dataset::make("DataLayout", { DataLayout::NCHW })),
89 framework::dataset::make("Batches", { 4, 8 })));
Giorgio Arena11674872018-02-07 15:38:12 +0000[diff] [blame]90
zhenglin923241e2017-12-05 11:30:51 +0800[diff] [blame]91REGISTER_FIXTURE_DATA_TEST_CASE(YOLOV2BatchNormalizationLayer, GCBatchNormalizationLayerFixture, framework::DatasetMode::NIGHTLY,
Michele Di Giorgio0cbb9272018-03-01 16:56:48 +0000[diff] [blame]92 combine(combine(combine(combine(combine(datasets::YOLOV2BatchNormalizationLayerDataset(),
93 combine(framework::dataset::make("UseGamma", { false, true }),
94 framework::dataset::make("UseBeta", { false, true }))),
95 framework::dataset::make("ActivationInfo", ActivationLayerInfo())),
96 data_types),
97 framework::dataset::make("DataLayout", { DataLayout::NCHW })),
98 framework::dataset::make("Batches", { 4, 8 })));
zhenglin923241e2017-12-05 11:30:51 +0800[diff] [blame]99
100REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV4BatchNormalizationLayer, GCBatchNormalizationLayerFixture, framework::DatasetMode::NIGHTLY,
Michele Di Giorgio0cbb9272018-03-01 16:56:48 +0000[diff] [blame]101 combine(combine(combine(combine(combine(datasets::GoogLeNetInceptionV4BatchNormalizationLayerDataset(),
102 combine(framework::dataset::make("UseGamma", { false, true }),
103 framework::dataset::make("UseBeta", { false, true }))),
104 framework::dataset::make("ActivationInfo", ActivationLayerInfo())),
105 data_types),
106 framework::dataset::make("DataLayout", { DataLayout::NCHW })),
107 framework::dataset::make("Batches", { 4, 8 })));
zhenglin923241e2017-12-05 11:30:51 +0800[diff] [blame]108TEST_SUITE_END()
109TEST_SUITE_END()
Michalis Spyrou724079d2017-12-15 11:37:37 +0000[diff] [blame]110} // namespace benchmark
zhenglin923241e2017-12-05 11:30:51 +0800[diff] [blame]111} // namespace test
112} // namespace arm_compute