1 /*
2 * Copyright (c) 2017-2019 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/Types.h"
25 #include "arm_compute/runtime/GLES_COMPUTE/GCTensor.h"
26 #include "arm_compute/runtime/GLES_COMPUTE/GCTensorAllocator.h"
27 #include "arm_compute/runtime/GLES_COMPUTE/functions/GCDepthwiseConvolutionLayer.h"
28 #include "tests/GLES_COMPUTE/GCAccessor.h"
29 #include "tests/PaddingCalculator.h"
30 #include "tests/datasets/DepthwiseConvolutionLayerDataset.h"
31 #include "tests/framework/Asserts.h"
32 #include "tests/framework/Macros.h"
33 #include "tests/framework/datasets/Datasets.h"
34 #include "tests/validation/Validation.h"
35 #include "tests/validation/fixtures/DepthwiseConvolutionLayerFixture.h"
36
37 namespace arm_compute
38 {
39 namespace test
40 {
41 namespace validation
42 {
43 namespace
44 {
45 RelativeTolerance<half> tolerance_fp16(half(0.2)); /**< Tolerance value for comparing reference's output against implementation's output for DataType::F16 */
46 constexpr float tolerance_num = 0.07f; /**< Tolerance number */
47
48 const auto depth_multipliers = framework::dataset::make("DepthMultiplier", { 1, 2, 3 });
49
50 //Activation Functions
51 const auto ActivationFunctionsEmptyDataset = framework::dataset::make("ActivationInfo",
52 { ActivationLayerInfo() });
53 } // namespace
54
55 TEST_SUITE(GC)
56 TEST_SUITE(DepthwiseConvolutionLayer)
57
58 template <typename T>
59 using GCDepthwiseConvolutionLayerFixture3x3 = DepthwiseConvolutionLayerValidationFixture<GCTensor, GCAccessor, GCDepthwiseConvolutionLayer3x3, T>;
60
61 TEST_SUITE(Float)
TEST_SUITE(FP16)62 TEST_SUITE(FP16)
63 TEST_SUITE(W3x3)
64 FIXTURE_DATA_TEST_CASE(RunSmall, GCDepthwiseConvolutionLayerFixture3x3<half>, framework::DatasetMode::ALL, combine(combine(combine(combine(datasets::SmallDepthwiseConvolutionLayerDataset3x3(),
65 depth_multipliers),
66 framework::dataset::make("DataType",
67 DataType::F16)),
68 framework::dataset::make("DataLayout", DataLayout::NCHW)),
69 ActivationFunctionsEmptyDataset))
70 {
71 validate(GCAccessor(_target), _reference, tolerance_fp16, tolerance_num);
72 }
73 FIXTURE_DATA_TEST_CASE(RunLarge, GCDepthwiseConvolutionLayerFixture3x3<half>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeDepthwiseConvolutionLayerDataset3x3(),
74 depth_multipliers),
75 framework::dataset::make("DataType",
76 DataType::F16)),
77 framework::dataset::make("DataLayout", DataLayout::NCHW)),
78 ActivationFunctionsEmptyDataset))
79 {
80 validate(GCAccessor(_target), _reference, tolerance_fp16, tolerance_num);
81 }
82 TEST_SUITE_END()
83 TEST_SUITE_END()
84 TEST_SUITE_END()
85
86 TEST_SUITE_END()
87 TEST_SUITE_END()
88 } // namespace validation
89 } // namespace test
90 } // namespace arm_compute
91