1 /*
2 * Copyright (c) 2018-2021 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/NEON/functions/NEReorgLayer.h"
26 #include "arm_compute/runtime/Tensor.h"
27 #include "arm_compute/runtime/TensorAllocator.h"
28
29 #include "tests/NEON/Accessor.h"
30 #include "tests/PaddingCalculator.h"
31 #include "tests/datasets/ReorgLayerDataset.h"
32 #include "tests/framework/Asserts.h"
33 #include "tests/framework/Macros.h"
34 #include "tests/framework/datasets/Datasets.h"
35 #include "tests/validation/Validation.h"
36 #include "tests/validation/fixtures/ReorgLayerFixture.h"
37
38 namespace arm_compute
39 {
40 namespace test
41 {
42 namespace validation
43 {
44 TEST_SUITE(NEON)
TEST_SUITE(ReorgLayer)45 TEST_SUITE(ReorgLayer)
46
47 // *INDENT-OFF*
48 // clang-format off
49 DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(
50 framework::dataset::make("InputInfo", { TensorInfo(TensorShape(10U, 12U, 1U, 2U), 1, DataType::S64), // Wrong output tensor
51 TensorInfo(TensorShape(10U, 12U, 1U, 2U), 1, DataType::F32),
52 TensorInfo(TensorShape(10U, 12U, 1U, 2U), 1, DataType::F32), // Wrong output tensor
53 TensorInfo(TensorShape(3U, 12U, 4U, 2U), 1, DataType::F32),
54 TensorInfo(TensorShape(3U, 12U, 4U, 2U), 1, DataType::F32), // Wrong data type
55 }),
56 framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(3U, 4U, 10U, 2U), 1, DataType::S64),
57 TensorInfo(TensorShape(5U, 6U, 4U, 2U), 1, DataType::F32),
58 TensorInfo(TensorShape(5U, 6U, 2, 2U), 1, DataType::F32),
59 TensorInfo(TensorShape(1U, 4U, 36U, 2U), 1, DataType::F32),
60 TensorInfo(TensorShape(1U, 4U, 36U, 2U), 1, DataType::F16),
61 })),
62 framework::dataset::make("Stride", { 2, 2, 4, 3 })),
63 framework::dataset::make("Expected", { false, true, false, true, false })),
64 input_info, output_info, stride, expected)
65 {
66 bool status = bool(NEReorgLayer::validate(&input_info, &output_info, stride));
67 ARM_COMPUTE_EXPECT(status == expected, framework::LogLevel::ERRORS);
68 }
69 // clang-format on
70 // *INDENT-ON*
71
72 template <typename T>
73 using NEReorgLayerFixture = ReorgLayerValidationFixture<Tensor, Accessor, NEReorgLayer, T>;
74
75 TEST_SUITE(S32)
76 FIXTURE_DATA_TEST_CASE(RunSmall, NEReorgLayerFixture<int32_t>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallReorgLayerDataset(), framework::dataset::make("DataType",
77 DataType::S32)),
78 framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })))
79 {
80 // Validate output
81 validate(Accessor(_target), _reference);
82 }
83
84 FIXTURE_DATA_TEST_CASE(RunLarge, NEReorgLayerFixture<int32_t>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeReorgLayerDataset(), framework::dataset::make("DataType",
85 DataType::S32)),
86 framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })))
87 {
88 // Validate output
89 validate(Accessor(_target), _reference);
90 }
91 TEST_SUITE_END() // S32
92
TEST_SUITE(S16)93 TEST_SUITE(S16)
94 FIXTURE_DATA_TEST_CASE(RunSmall, NEReorgLayerFixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallReorgLayerDataset(), framework::dataset::make("DataType",
95 DataType::S16)),
96 framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })))
97 {
98 // Validate output
99 validate(Accessor(_target), _reference);
100 }
101
102 FIXTURE_DATA_TEST_CASE(RunLarge, NEReorgLayerFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeReorgLayerDataset(), framework::dataset::make("DataType",
103 DataType::S16)),
104 framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })))
105 {
106 // Validate output
107 validate(Accessor(_target), _reference);
108 }
109 TEST_SUITE_END() // S16
110
TEST_SUITE(S8)111 TEST_SUITE(S8)
112 FIXTURE_DATA_TEST_CASE(RunSmall, NEReorgLayerFixture<int8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallReorgLayerDataset(), framework::dataset::make("DataType",
113 DataType::S8)),
114 framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })))
115 {
116 // Validate output
117 validate(Accessor(_target), _reference);
118 }
119
120 FIXTURE_DATA_TEST_CASE(RunLarge, NEReorgLayerFixture<int8_t>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeReorgLayerDataset(), framework::dataset::make("DataType", DataType::S8)),
121 framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })))
122 {
123 // Validate output
124 validate(Accessor(_target), _reference);
125 }
126 TEST_SUITE_END() // S8
127
128 TEST_SUITE_END() // ReorgLayer
129 TEST_SUITE_END() // Neon
130 } // namespace validation
131 } // namespace test
132 } // namespace arm_compute
133