1 /*
2 * Copyright (c) 2019-2021 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/NECropResize.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/datasets/CropResizeDataset.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/CropResizeFixture.h"
36
37 namespace arm_compute
38 {
39 namespace test
40 {
41 namespace validation
42 {
43 TEST_SUITE(NEON)
44 TEST_SUITE(CropResize)
45
46 RelativeTolerance<float> tolerance_fp32(0.001f);
47
48 template <typename T>
49 using NECropResizeFixture = CropResizeFixture<Tensor, Accessor, NECropResize, T>;
50
51 // *INDENT-OFF*
52 // clang-format off
53 DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip(
54 framework::dataset::make("InputInfo", { TensorInfo(TensorShape(15U, 30U, 40U, 10U), 1, DataType::S32),
55 TensorInfo(TensorShape(15U, 30U, 40U, 10U), 1, DataType::S32), // Invalid box_ind shape.
56 TensorInfo(TensorShape(15U, 30U, 40U, 10U), 1, DataType::S32), // Invalid output shape.
57 TensorInfo(TensorShape(15U, 30U, 40U, 10U), 1, DataType::S32), // Invalid output data type.
58 TensorInfo(TensorShape(15U, 30U, 40U, 10U), 1, DataType::S32), // Invalid output shape.
59 TensorInfo(TensorShape(15U, 30U, 40U, 10U), 1, DataType::S32), // Invalid boxes shape.
60 }),
61 framework::dataset::make("BoxesInfo",{ TensorInfo(TensorShape(4, 20), 1, DataType::F32),
62 TensorInfo(TensorShape(4, 20), 1, DataType::F32),
63 TensorInfo(TensorShape(4, 20), 1, DataType::F32),
64 TensorInfo(TensorShape(4, 20), 1, DataType::F32),
65 TensorInfo(TensorShape(4, 20), 1, DataType::F32),
66 TensorInfo(TensorShape(3, 20), 1, DataType::F32),
67 })),
68 framework::dataset::make("BoxIndInfo",{ TensorInfo(TensorShape(20), 1, DataType::S32),
69 TensorInfo(TensorShape(10), 1, DataType::S32),
70 TensorInfo(TensorShape(20), 1, DataType::S32),
71 TensorInfo(TensorShape(20), 1, DataType::S32),
72 TensorInfo(TensorShape(20), 1, DataType::S32),
73 TensorInfo(TensorShape(20), 1, DataType::S32),
74 })),
75 framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(15U, 5, 5, 20U), 1, DataType::F32),
76 TensorInfo(TensorShape(15U, 5, 5, 20U), 1, DataType::F32),
77 TensorInfo(TensorShape(15U, 5, 5, 10U), 1, DataType::F32),
78 TensorInfo(TensorShape(15U, 5, 5, 20U), 1, DataType::S32),
79 TensorInfo(TensorShape(5U, 5, 5, 20U), 1, DataType::F32),
80 TensorInfo(TensorShape(15U, 5, 5, 20U), 1, DataType::F32),
81 })),
82 framework::dataset::make("Expected", { true, false, false, false, false, false})),
83 input, boxes, box_ind, output, expected)
84 {
85 ARM_COMPUTE_EXPECT(bool(NECropResize::validate(&input.clone()->set_data_layout(DataLayout::NHWC).set_is_resizable(false),
86 &boxes.clone()->set_is_resizable(false),
87 &box_ind.clone()->set_is_resizable(false),
88 &output.clone()->set_data_layout(DataLayout::NHWC).set_is_resizable(false),
89 Coordinates2D{ 5, 5 }, InterpolationPolicy::BILINEAR, 100)) == expected, framework::LogLevel::ERRORS);
90 }
91 // clang-format on
92 // *INDENT-ON*
93
94 TEST_SUITE(Float)
95 #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
TEST_SUITE(F16)96 TEST_SUITE(F16)
97 FIXTURE_DATA_TEST_CASE(RunSmall,
98 NECropResizeFixture<half>,
99 framework::DatasetMode::ALL,
100 combine(datasets::SmallCropResizeDataset(),
101 combine(framework::dataset::make("IsOutOfBounds", { true, false }),
102 framework::dataset::make("DataType", DataType::F16))))
103 {
104 // Validate output
105 validate(Accessor(_target), _reference, tolerance_fp32, 0.01);
106 }
107 TEST_SUITE_END() // F16
108 #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */
109
TEST_SUITE(F32)110 TEST_SUITE(F32)
111 FIXTURE_DATA_TEST_CASE(RunSmall,
112 NECropResizeFixture<float>,
113 framework::DatasetMode::ALL,
114 combine(datasets::SmallCropResizeDataset(),
115 combine(framework::dataset::make("IsOutOfBounds", { true, false }),
116 framework::dataset::make("DataType", DataType::F32))))
117 {
118 // Validate output
119 validate(Accessor(_target), _reference, tolerance_fp32, 0.01);
120 }
121 TEST_SUITE_END() // F32
TEST_SUITE_END()122 TEST_SUITE_END() // Float
123
124 TEST_SUITE(U8)
125 FIXTURE_DATA_TEST_CASE(RunSmall,
126 NECropResizeFixture<uint8_t>,
127 framework::DatasetMode::ALL,
128 combine(datasets::SmallCropResizeDataset(),
129 combine(framework::dataset::make("IsOutOfBounds", { true, false }),
130 framework::dataset::make("DataType", DataType::U8))))
131 {
132 // Validate output
133 validate(Accessor(_target), _reference, tolerance_fp32, 0.01);
134 }
135 TEST_SUITE_END() // U8
136
TEST_SUITE(U16)137 TEST_SUITE(U16)
138 FIXTURE_DATA_TEST_CASE(RunSmall,
139 NECropResizeFixture<uint16_t>,
140 framework::DatasetMode::ALL,
141 combine(datasets::SmallCropResizeDataset(),
142 combine(framework::dataset::make("IsOutOfBounds", { true, false }),
143 framework::dataset::make("DataType", DataType::U16))))
144 {
145 // Validate output
146 validate(Accessor(_target), _reference, tolerance_fp32, 0.01);
147 }
148 TEST_SUITE_END() // U16
149
TEST_SUITE(S16)150 TEST_SUITE(S16)
151 FIXTURE_DATA_TEST_CASE(RunSmall,
152 NECropResizeFixture<int16_t>,
153 framework::DatasetMode::PRECOMMIT,
154 combine(datasets::SmallCropResizeDataset(),
155 combine(framework::dataset::make("IsOutOfBounds", { true, false }),
156 framework::dataset::make("DataType", DataType::S16))))
157 {
158 // Validate output
159 validate(Accessor(_target), _reference, tolerance_fp32, 0.01);
160 }
161 TEST_SUITE_END() // S16
162
TEST_SUITE(U32)163 TEST_SUITE(U32)
164 FIXTURE_DATA_TEST_CASE(RunSmall,
165 NECropResizeFixture<uint32_t>,
166 framework::DatasetMode::PRECOMMIT,
167 combine(datasets::SmallCropResizeDataset(),
168 combine(framework::dataset::make("IsOutOfBounds", { true, false }),
169 framework::dataset::make("DataType", DataType::U32))))
170 {
171 // Validate output
172 validate(Accessor(_target), _reference, tolerance_fp32, 0.01);
173 }
174 TEST_SUITE_END() // U32
175
TEST_SUITE(S32)176 TEST_SUITE(S32)
177 FIXTURE_DATA_TEST_CASE(RunSmall,
178 NECropResizeFixture<int32_t>,
179 framework::DatasetMode::PRECOMMIT,
180 combine(datasets::SmallCropResizeDataset(),
181 combine(framework::dataset::make("IsOutOfBounds", { true, false }),
182 framework::dataset::make("DataType", DataType::S32))))
183 {
184 // Validate output
185 validate(Accessor(_target), _reference, tolerance_fp32, 0.01);
186 }
187 TEST_SUITE_END() // S32
188
189 TEST_SUITE_END() // CropResize
190 TEST_SUITE_END() // Neon
191 } // namespace validation
192 } // namespace test
193 } // namespace arm_compute
194