1 /*
2 * Copyright (c) 2018-2020 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/CL/CLTensor.h"
26 #include "arm_compute/runtime/CL/CLTensorAllocator.h"
27 #include "arm_compute/runtime/CL/functions/CLChannelShuffleLayer.h"
28 #include "tests/CL/CLAccessor.h"
29 #include "tests/datasets/ChannelShuffleLayerDataset.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/ChannelShuffleLayerFixture.h"
36
37 namespace arm_compute
38 {
39 namespace test
40 {
41 namespace validation
42 {
43 TEST_SUITE(CL)
TEST_SUITE(ChannelShuffle)44 TEST_SUITE(ChannelShuffle)
45
46 // *INDENT-OFF*
47 // clang-format off
48 DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(
49 framework::dataset::make("InputInfo", { TensorInfo(TensorShape(4U, 4U, 4U), 1, DataType::F32), // Invalid num groups
50 TensorInfo(TensorShape(4U, 4U, 4U), 1, DataType::U8), // Mismatching data_type
51 TensorInfo(TensorShape(4U, 5U, 4U), 1, DataType::F32), // Mismatching shapes
52 TensorInfo(TensorShape(4U, 4U, 4U), 1, DataType::F32), // Num groups == channels
53 TensorInfo(TensorShape(4U, 4U, 4U), 1, DataType::F32), // (channels % num_groups) != 0
54 TensorInfo(TensorShape(4U, 4U, 4U), 1, DataType::F32), // Valid
55 }),
56 framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(4U, 4U, 4U), 1, DataType::F32),
57 TensorInfo(TensorShape(4U, 4U, 4U), 1, DataType::F32),
58 TensorInfo(TensorShape(4U, 4U, 4U), 1, DataType::F32),
59 TensorInfo(TensorShape(4U, 4U, 4U), 1, DataType::F32),
60 TensorInfo(TensorShape(4U, 4U, 4U), 1, DataType::F32),
61 TensorInfo(TensorShape(4U, 4U, 4U), 1, DataType::F32),
62 })),
63 framework::dataset::make("NumGroups",{ 1, 2, 2, 4, 3, 2,
64 })),
65 framework::dataset::make("Expected", { false, false, false, false, false, true})),
66 input_info, output_info, num_groups, expected)
67 {
68 ARM_COMPUTE_EXPECT(bool(CLChannelShuffleLayer::validate(&input_info.clone()->set_is_resizable(false), &output_info.clone()->set_is_resizable(false), num_groups)) == expected, framework::LogLevel::ERRORS);
69 }
70 // clang-format on
71 // *INDENT-ON*
72
73 template <typename T>
74 using CLChannelShuffleLayerFixture = ChannelShuffleLayerValidationFixture<CLTensor, CLAccessor, CLChannelShuffleLayer, T>;
75
76 TEST_SUITE(U8)
77 FIXTURE_DATA_TEST_CASE(RunSmall, CLChannelShuffleLayerFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallRandomChannelShuffleLayerDataset(),
78 framework::dataset::make("DataType", DataType::U8)),
79 framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })))
80 {
81 // Validate output
82 validate(CLAccessor(_target), _reference);
83 }
84 FIXTURE_DATA_TEST_CASE(RunLarge, CLChannelShuffleLayerFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeRandomChannelShuffleLayerDataset(),
85 framework::dataset::make("DataType",
86 DataType::U8)),
87 framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })))
88 {
89 // Validate output
90 validate(CLAccessor(_target), _reference);
91 }
92 TEST_SUITE_END()
93
TEST_SUITE(Float)94 TEST_SUITE(Float)
95 TEST_SUITE(FP16)
96 FIXTURE_DATA_TEST_CASE(RunSmall, CLChannelShuffleLayerFixture<half>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallRandomChannelShuffleLayerDataset(),
97 framework::dataset::make("DataType",
98 DataType::F16)),
99 framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })))
100 {
101 // Validate output
102 validate(CLAccessor(_target), _reference);
103 }
104 FIXTURE_DATA_TEST_CASE(RunLarge, CLChannelShuffleLayerFixture<half>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeRandomChannelShuffleLayerDataset(),
105 framework::dataset::make("DataType",
106 DataType::F16)),
107 framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })))
108 {
109 // Validate output
110 validate(CLAccessor(_target), _reference);
111 }
112 TEST_SUITE_END()
113
TEST_SUITE(FP32)114 TEST_SUITE(FP32)
115 FIXTURE_DATA_TEST_CASE(RunSmall, CLChannelShuffleLayerFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallRandomChannelShuffleLayerDataset(),
116 framework::dataset::make("DataType",
117 DataType::F32)),
118 framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })))
119 {
120 // Validate output
121 validate(CLAccessor(_target), _reference);
122 }
123 FIXTURE_DATA_TEST_CASE(RunLarge, CLChannelShuffleLayerFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeRandomChannelShuffleLayerDataset(),
124 framework::dataset::make("DataType",
125 DataType::F32)),
126 framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })))
127 {
128 // Validate output
129 validate(CLAccessor(_target), _reference);
130 }
131 TEST_SUITE_END()
132 TEST_SUITE_END()
133
134 TEST_SUITE_END()
135 TEST_SUITE_END()
136 } // namespace validation
137 } // namespace test
138 } // namespace arm_compute
139