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/CLBatchToSpaceLayer.h"
28 #include "tests/CL/CLAccessor.h"
29 #include "tests/PaddingCalculator.h"
30 #include "tests/datasets/BatchToSpaceDataset.h"
31 #include "tests/datasets/ShapeDatasets.h"
32 #include "tests/framework/Asserts.h"
33 #include "tests/framework/Macros.h"
34 #include "tests/framework/datasets/Datasets.h"
35 #include "tests/validation/Helpers.h"
36 #include "tests/validation/Validation.h"
37 #include "tests/validation/fixtures/BatchToSpaceLayerFixture.h"
38
39 namespace arm_compute
40 {
41 namespace test
42 {
43 namespace validation
44 {
45 TEST_SUITE(CL)
46 TEST_SUITE(BatchToSpaceLayer)
47
48 template <typename T>
49 using CLBatchToSpaceLayerFixture = BatchToSpaceLayerValidationFixture<CLTensor, CLAccessor, CLBatchToSpaceLayer, T>;
50
51 // *INDENT-OFF*
52 // clang-format off
53 DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(
54 framework::dataset::make("InputInfo", { TensorInfo(TensorShape(32U, 13U, 2U, 2U), 1, DataType::F32),
55 TensorInfo(TensorShape(16U, 8U, 2U, 16U), 1, DataType::F32), // blockx != blocky && blockx > blocky
56 TensorInfo(TensorShape(16U, 8U, 2U, 16U), 1, DataType::F32), // blockx != blocky && blocky > blockx
57 TensorInfo(TensorShape(32U, 13U, 2U, 2U), 1, DataType::F32), // Mismatching data types
58 TensorInfo(TensorShape(32U, 13U, 2U, 2U), 1, DataType::F32), // Wrong data type block shape
59 TensorInfo(TensorShape(32U, 13U, 2U, 2U, 4U), 1, DataType::F32), // Wrong tensor shape
60 }),
61 framework::dataset::make("BlockShapeInfo",{ TensorInfo(TensorShape(2U, 2U), 1, DataType::S32),
62 TensorInfo(TensorShape(2U, 4U), 1, DataType::S32),
63 TensorInfo(TensorShape(4U, 2U), 1, DataType::S32),
64 TensorInfo(TensorShape(2U, 2U), 1, DataType::S32),
65 TensorInfo(TensorShape(2U, 2U), 1, DataType::F16),
66 TensorInfo(TensorShape(2U, 2U), 1, DataType::S32),
67 })),
68 framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(32U, 13U, 2U, 2U), 1, DataType::F32),
69 TensorInfo(TensorShape(64U, 16U, 2U, 1U), 1, DataType::F32),
70 TensorInfo(TensorShape(32U, 32U, 2U, 1U), 1, DataType::F32),
71
72 TensorInfo(TensorShape(32U, 13U, 2U, 2U), 1, DataType::F16),
73 TensorInfo(TensorShape(32U, 13U, 2U, 2U), 1, DataType::F32),
74 TensorInfo(TensorShape(32U, 13U, 2U, 2U), 1, DataType::F32),
75 })),
76 framework::dataset::make("Expected", { true, true,true, false, false, false})),
77 input_info, block_shape_info, output_info, expected)
78 {
79 bool has_error = bool(CLBatchToSpaceLayer::validate(&input_info.clone()->set_is_resizable(false), &block_shape_info.clone()->set_is_resizable(false), &output_info.clone()->set_is_resizable(false)));
80 ARM_COMPUTE_EXPECT(has_error == expected, framework::LogLevel::ERRORS);
81 }
82 DATA_TEST_CASE(ValidateStatic, framework::DatasetMode::ALL, zip(zip(zip(zip(
83 framework::dataset::make("InputInfo", { TensorInfo(TensorShape(16U, 8U, 2U, 4U), 1, DataType::F32),
84 TensorInfo(TensorShape(16U, 8U, 2U, 16U), 1, DataType::F32), // blockx != blocky && blockx > blocky
85 TensorInfo(TensorShape(16U, 8U, 2U, 16U), 1, DataType::F32), // blockx != blocky && blocky > blockx
86 TensorInfo(TensorShape(16U, 8U, 2U, 4U), 1, DataType::F32), // Mismatching data types
87 TensorInfo(TensorShape(16U, 8U, 2U, 4U), 1, DataType::F32), // Negative block shapes
88 TensorInfo(TensorShape(32U, 16U, 2U, 4U, 4U), 1, DataType::F32), // Wrong tensor shape
89 }),
90 framework::dataset::make("BlockShapeX", { 2, 4, 2, 2, 2, 2 })),
91 framework::dataset::make("BlockShapeY", { 2, 2, 4, 2, -2, 2 })),
92 framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(32U, 16U, 2U, 1U), 1, DataType::F32),
93 TensorInfo(TensorShape(64U, 16U, 2U, 1U), 1, DataType::F32),
94 TensorInfo(TensorShape(32U, 32U, 2U, 1U), 1, DataType::F32),
95 TensorInfo(TensorShape(32U, 16U, 2U, 1U), 1, DataType::F16),
96 TensorInfo(TensorShape(32U, 16U, 2U, 1U), 1, DataType::F32),
97 TensorInfo(TensorShape(32U, 8U, 2U, 1U), 1, DataType::F32),
98 })),
99 framework::dataset::make("Expected", { true, true,true, false, false, false})),
100 input_info, block_shape_x, block_shape_y, output_info, expected)
101 {
102 bool has_error = bool(CLBatchToSpaceLayer::validate(&input_info.clone()->set_is_resizable(false), block_shape_x, block_shape_y, &output_info.clone()->set_is_resizable(false)));
103 ARM_COMPUTE_EXPECT(has_error == expected, framework::LogLevel::ERRORS);
104 }
105 // clang-format on
106 // *INDENT-ON*
107
108 TEST_SUITE(Float)
TEST_SUITE(FP32)109 TEST_SUITE(FP32)
110 FIXTURE_DATA_TEST_CASE(RunSmall, CLBatchToSpaceLayerFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallBatchToSpaceLayerDataset(), framework::dataset::make("DataType",
111 DataType::F32)),
112 framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })))
113 {
114 // Validate output
115 validate(CLAccessor(_target), _reference);
116 }
117 FIXTURE_DATA_TEST_CASE(RunLarge, CLBatchToSpaceLayerFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeBatchToSpaceLayerDataset(), framework::dataset::make("DataType",
118 DataType::F32)),
119 framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })))
120 {
121 // Validate output
122 validate(CLAccessor(_target), _reference);
123 }
124 TEST_SUITE_END()
125
TEST_SUITE(FP16)126 TEST_SUITE(FP16)
127 FIXTURE_DATA_TEST_CASE(RunSmall, CLBatchToSpaceLayerFixture<half>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallBatchToSpaceLayerDataset(), framework::dataset::make("DataType",
128 DataType::F16)),
129 framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })))
130 {
131 // Validate output
132 validate(CLAccessor(_target), _reference);
133 }
134 FIXTURE_DATA_TEST_CASE(RunLarge, CLBatchToSpaceLayerFixture<half>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeBatchToSpaceLayerDataset(), framework::dataset::make("DataType",
135 DataType::F16)),
136 framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })))
137 {
138 // Validate output
139 validate(CLAccessor(_target), _reference);
140 }
141 TEST_SUITE_END()
142 TEST_SUITE_END()
143
144 TEST_SUITE_END() // BatchToSpace
145 TEST_SUITE_END() // CL
146 } // namespace validation
147 } // namespace test
148 } // namespace arm_compute
149