1 /*
2 * Copyright (c) 2020-2021 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/CL/CLTensor.h"
26 #include "arm_compute/runtime/CL/functions/CLMaxUnpoolingLayer.h"
27 #include "arm_compute/runtime/CL/functions/CLPoolingLayer.h"
28 #include "arm_compute/runtime/TensorAllocator.h"
29 #include "tests/CL/CLAccessor.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/MaxUnpoolingLayerFixture.h"
36
37 namespace arm_compute
38 {
39 namespace test
40 {
41 namespace validation
42 {
43 TEST_SUITE(CL)
44 TEST_SUITE(MaxUnpoolingLayer)
45
46 template <typename T>
47 using CLMaxUnpoolingLayerFixture = MaxUnpoolingLayerValidationFixture<CLTensor, CLAccessor, CLPoolingLayer, CLMaxUnpoolingLayer, T>;
48
49 const auto PoolingLayerIndicesDatasetFPSmall = combine(combine(framework::dataset::make("PoolType", { PoolingType::MAX }), framework::dataset::make("PoolingSize", { Size2D(2, 2) })),
50 framework::dataset::make("PadStride", { PadStrideInfo(2, 2, 0, 0), PadStrideInfo(2, 1, 0, 0) }));
51
52 TEST_SUITE(Float)
TEST_SUITE(FP32)53 TEST_SUITE(FP32)
54 FIXTURE_DATA_TEST_CASE(MaxUnpooling, CLMaxUnpoolingLayerFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallNoneUnitShapes(), combine(PoolingLayerIndicesDatasetFPSmall,
55 framework::dataset::make("DataType", DataType::F32))),
56 framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })
57
58 ))
59 {
60 // Validate output
61 validate(CLAccessor(_target), _reference);
62 }
63 TEST_SUITE_END() // FP32
64
TEST_SUITE(FP16)65 TEST_SUITE(FP16)
66 FIXTURE_DATA_TEST_CASE(MaxUnpooling, CLMaxUnpoolingLayerFixture<half>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallNoneUnitShapes(), combine(PoolingLayerIndicesDatasetFPSmall,
67 framework::dataset::make("DataType", DataType::F16))),
68 framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })
69
70 ))
71 {
72 // Validate output
73 validate(CLAccessor(_target), _reference);
74 }
75 TEST_SUITE_END() // FP16
76
77 TEST_SUITE_END() // Float
78 TEST_SUITE_END() // PoolingLayer
79 TEST_SUITE_END() // CL
80 } // namespace validation
81 } // namespace test
82 } // namespace arm_compute
83