1 /*
2 * Copyright (c) 2017-2020 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/NEON/functions/NEConcatenateLayer.h"
26 #include "arm_compute/runtime/Tensor.h"
27 #include "arm_compute/runtime/TensorAllocator.h"
28 #include "tests/NEON/Accessor.h"
29 #include "tests/datasets/ShapeDatasets.h"
30 #include "tests/framework/Asserts.h"
31 #include "tests/framework/Macros.h"
32 #include "tests/framework/datasets/Datasets.h"
33 #include "tests/validation/Validation.h"
34 #include "tests/validation/fixtures/ConcatenateLayerFixture.h"
35
36 namespace arm_compute
37 {
38 namespace test
39 {
40 namespace validation
41 {
42 TEST_SUITE(NEON)
TEST_SUITE(DepthConcatenateLayer)43 TEST_SUITE(DepthConcatenateLayer)
44
45 // *INDENT-OFF*
46 // clang-format off
47 DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(
48 framework::dataset::make("InputInfo1", { TensorInfo(TensorShape(23U, 27U, 5U), 1, DataType::F32), // Mismatching data type input/output
49 TensorInfo(TensorShape(24U, 27U, 4U), 1, DataType::F32), // Mismatching x dimension
50 TensorInfo(TensorShape(23U, 27U, 3U), 1, DataType::F32), // Mismatching total depth
51 TensorInfo(TensorShape(16U, 27U, 6U), 1, DataType::F32)
52 }),
53 framework::dataset::make("InputInfo2", { TensorInfo(TensorShape(23U, 27U, 4U), 1, DataType::F32),
54 TensorInfo(TensorShape(23U, 27U, 5U), 1, DataType::F32),
55 TensorInfo(TensorShape(23U, 27U, 4U), 1, DataType::F32),
56 TensorInfo(TensorShape(16U, 27U, 6U), 1, DataType::F32)
57 })),
58 framework::dataset::make("OutputInfo", { TensorInfo(TensorShape(23U, 27U, 9U), 1, DataType::F16),
59 TensorInfo(TensorShape(25U, 12U, 9U), 1, DataType::F32),
60 TensorInfo(TensorShape(23U, 27U, 8U), 1, DataType::F32),
61 TensorInfo(TensorShape(16U, 27U, 12U), 1, DataType::F32)
62 })),
63 framework::dataset::make("Expected", { false, false, false, true })),
64 input_info1, input_info2, output_info,expected)
65 {
66 std::vector<TensorInfo> inputs_vector_info;
67 inputs_vector_info.emplace_back(std::move(input_info1));
68 inputs_vector_info.emplace_back(std::move(input_info2));
69
70 std::vector<const ITensorInfo *> inputs_vector_info_raw;
71 inputs_vector_info_raw.reserve(inputs_vector_info.size());
72 for(auto &input : inputs_vector_info)
73 {
74 inputs_vector_info_raw.emplace_back(&input);
75 }
76
77 bool is_valid = bool(NEConcatenateLayer::validate(inputs_vector_info_raw, &output_info.clone()->set_is_resizable(false), 2));
78 ARM_COMPUTE_EXPECT(is_valid == expected, framework::LogLevel::ERRORS);
79 }
80 // clang-format on
81 // *INDENT-ON*
82
83 template <typename T>
84 using NEDepthConcatenateLayerFixture = ConcatenateLayerValidationFixture<Tensor, ITensor, Accessor, NEConcatenateLayer, T>;
85
86 TEST_SUITE(Float)
87 #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
TEST_SUITE(FP16)88 TEST_SUITE(FP16)
89 FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConcatenateLayerFixture<half>, framework::DatasetMode::PRECOMMIT, combine(combine(concat(datasets::Small2DShapes(), datasets::Tiny4DShapes()),
90 framework::dataset::make("DataType",
91 DataType::F16)),
92 framework::dataset::make("Axis", 2)))
93 {
94 // Validate output
95 validate(Accessor(_target), _reference);
96 }
97 FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConcatenateLayerFixture<half>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::ConcatenateLayerShapes(), framework::dataset::make("DataType",
98 DataType::F16)),
99 framework::dataset::make("Axis", 2)))
100 {
101 // Validate output
102 validate(Accessor(_target), _reference);
103 }
104 TEST_SUITE_END()
105 #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */
106
TEST_SUITE(FP32)107 TEST_SUITE(FP32)
108 FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConcatenateLayerFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(concat(datasets::Small3DShapes(), datasets::Tiny4DShapes()),
109 framework::dataset::make("DataType",
110 DataType::F32)),
111 framework::dataset::make("Axis", 2)))
112 {
113 // Validate output
114 validate(Accessor(_target), _reference);
115 }
116 FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConcatenateLayerFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::ConcatenateLayerShapes(), framework::dataset::make("DataType",
117 DataType::F32)),
118 framework::dataset::make("Axis", 2)))
119 {
120 // Validate output
121 validate(Accessor(_target), _reference);
122 }
123 TEST_SUITE_END()
TEST_SUITE_END()124 TEST_SUITE_END()
125
126 TEST_SUITE(Quantized)
127 TEST_SUITE(QASYMM8)
128 FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConcatenateLayerFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(concat(datasets::Small3DShapes(), datasets::Tiny4DShapes()),
129 framework::dataset::make("DataType",
130 DataType::QASYMM8)),
131 framework::dataset::make("Axis", 2)))
132 {
133 // Validate output
134 validate(Accessor(_target), _reference);
135 }
136 TEST_SUITE_END()
TEST_SUITE(QASYMM8_SIGNED)137 TEST_SUITE(QASYMM8_SIGNED)
138 FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConcatenateLayerFixture<int8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(concat(datasets::Small3DShapes(), datasets::Tiny4DShapes()),
139 framework::dataset::make("DataType",
140 DataType::QASYMM8_SIGNED)),
141 framework::dataset::make("Axis", 2)))
142 {
143 // Validate output
144 validate(Accessor(_target), _reference);
145 }
146 TEST_SUITE_END()
147 TEST_SUITE_END()
148
149 TEST_SUITE_END()
150 TEST_SUITE_END()
151 } // namespace validation
152 } // namespace test
153 } // namespace arm_compute
154