1 /*
2 * Copyright (c) 2017-2020 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/GCSoftmaxLayer.h"
28 #include "tests/GLES_COMPUTE/GCAccessor.h"
29 #include "tests/PaddingCalculator.h"
30 #include "tests/datasets/ShapeDatasets.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/SoftmaxLayerFixture.h"
36
37 namespace arm_compute
38 {
39 namespace test
40 {
41 namespace validation
42 {
43 namespace
44 {
45 /** Tolerance for float operations */
46 RelativeTolerance<half> tolerance_f16(half(0.2));
47 RelativeTolerance<float> tolerance_f32(0.001f);
48
49 /** CNN data types */
50 const auto CNNDataTypes = framework::dataset::make("DataType",
51 {
52 DataType::F16,
53 DataType::F32,
54 });
55 } // namespace
56
57 TEST_SUITE(GC)
58 TEST_SUITE(SoftmaxLayer)
59
60 template <typename T>
61 using GCSoftmaxLayerFixture = SoftmaxValidationFixture<GCTensor, GCAccessor, GCSoftmaxLayer, T>;
62
63 TEST_SUITE(Float)
TEST_SUITE(FP16)64 TEST_SUITE(FP16)
65 FIXTURE_DATA_TEST_CASE(RunSmall, GCSoftmaxLayerFixture<half_float::half>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SoftmaxLayerSmallShapes(),
66 framework::dataset::make("DataType", DataType::F16)),
67 framework::dataset::make("Beta", 1.0f)),
68 framework::dataset::make("Axis", 0)))
69 {
70 // Validate output
71 validate(GCAccessor(_target), _reference, tolerance_f16);
72 }
73 FIXTURE_DATA_TEST_CASE(RunLarge, GCSoftmaxLayerFixture<half_float::half>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::SoftmaxLayerLargeShapes(),
74 framework::dataset::make("DataType", DataType::F16)),
75 framework::dataset::make("Beta", 1.0f)),
76 framework::dataset::make("Axis", 0)))
77 {
78 // Validate output
79 validate(GCAccessor(_target), _reference, tolerance_f16);
80 }
81 TEST_SUITE_END() // FP16
82
TEST_SUITE(FP32)83 TEST_SUITE(FP32)
84 FIXTURE_DATA_TEST_CASE(RunSmall, GCSoftmaxLayerFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SoftmaxLayerSmallShapes(),
85 framework::dataset::make("DataType", DataType::F32)),
86 framework::dataset::make("Beta", 1.0f)),
87 framework::dataset::make("Axis", 0)))
88 {
89 // Validate output
90 validate(GCAccessor(_target), _reference, tolerance_f32);
91 }
92 FIXTURE_DATA_TEST_CASE(RunLarge, GCSoftmaxLayerFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::SoftmaxLayerLargeShapes(),
93 framework::dataset::make("DataType", DataType::F32)),
94 framework::dataset::make("Beta", 1.0f)),
95 framework::dataset::make("Axis", 0)))
96 {
97 // Validate output
98 validate(GCAccessor(_target), _reference, tolerance_f32);
99 }
100 TEST_SUITE_END() // FP32
101 TEST_SUITE_END() // Float
102
103 TEST_SUITE_END() // SoftmaxLayer
104 TEST_SUITE_END() // GC
105 } // namespace validation
106 } // namespace test
107 } // namespace arm_compute
108