1 /*
2 * Copyright (c) 2019-2020 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/CLConcatenateLayer.h"
28 #include "tests/CL/CLAccessor.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(CL)
TEST_SUITE(BatchConcatenateLayer)43 TEST_SUITE(BatchConcatenateLayer)
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, 4U), 1, DataType::F32), // Mismatching data type input/output
49 TensorInfo(TensorShape(20U, 27U, 4U, 4U), 1, DataType::F32), // Mismatching x dimension
50 TensorInfo(TensorShape(23U, 26U, 4U, 3U), 1, DataType::F32), // Mismatching y dim
51 TensorInfo(TensorShape(23U, 27U, 4U, 3U), 1, DataType::F32), // Mismatching z dim
52 TensorInfo(TensorShape(16U, 27U, 3U, 6U), 1, DataType::F32)
53 }),
54 framework::dataset::make("InputInfo2", { TensorInfo(TensorShape(23U, 27U, 5U, 4U), 1, DataType::F32),
55 TensorInfo(TensorShape(23U, 27U, 4U, 4U), 1, DataType::F32),
56 TensorInfo(TensorShape(23U, 27U, 4U, 4U), 1, DataType::F32),
57 TensorInfo(TensorShape(23U, 27U, 3U, 3U), 1, DataType::F32),
58 TensorInfo(TensorShape(16U, 27U, 3U, 6U), 1, DataType::F32)
59 })),
60 framework::dataset::make("OutputInfo", { TensorInfo(TensorShape(23U, 27U, 5U, 4U), 1, DataType::F16),
61 TensorInfo(TensorShape(23U, 12U, 4U, 4U), 1, DataType::F32),
62 TensorInfo(TensorShape(23U, 27U, 4U, 4U), 1, DataType::F32),
63 TensorInfo(TensorShape(23U, 20U, 4U, 3U), 1, DataType::F32),
64 TensorInfo(TensorShape(16U, 27U, 3U, 12U), 1, DataType::F32)
65 })),
66 framework::dataset::make("Expected", { false, false, false, false, true })),
67 input_info1, input_info2, output_info,expected)
68 {
69 std::vector<TensorInfo> inputs_vector_info;
70 inputs_vector_info.emplace_back(std::move(input_info1));
71 inputs_vector_info.emplace_back(std::move(input_info2));
72
73 std::vector<const ITensorInfo *> inputs_vector_info_raw;
74 inputs_vector_info_raw.reserve(inputs_vector_info.size());
75 for(auto &input : inputs_vector_info)
76 {
77 inputs_vector_info_raw.emplace_back(&input);
78 }
79
80 bool is_valid = bool(CLConcatenateLayer::validate(inputs_vector_info_raw, &output_info.clone()->set_is_resizable(false), 3));
81 ARM_COMPUTE_EXPECT(is_valid == expected, framework::LogLevel::ERRORS);
82 }
83
84 // clang-format on
85 // *INDENT-ON*
86
87 template <typename T>
88 using CLBatchConcatenateLayerFixture = ConcatenateLayerValidationFixture<CLTensor, ICLTensor, CLAccessor, CLConcatenateLayer, T>;
89
90 TEST_SUITE(Float)
TEST_SUITE(FP16)91 TEST_SUITE(FP16)
92 FIXTURE_DATA_TEST_CASE(RunSmall, CLBatchConcatenateLayerFixture<half>, framework::DatasetMode::PRECOMMIT, combine(combine(concat(datasets::Small3DShapes(), datasets::Tiny4DShapes()),
93 framework::dataset::make("DataType",
94 DataType::F16)),
95 framework::dataset::make("Axis", 3)))
96 {
97 // Validate output
98 validate(CLAccessor(_target), _reference);
99 }
100 FIXTURE_DATA_TEST_CASE(RunLarge, CLBatchConcatenateLayerFixture<half>, framework::DatasetMode::NIGHTLY, combine(combine(concat(datasets::Large3DShapes(), datasets::Small4DShapes()),
101 framework::dataset::make("DataType",
102 DataType::F16)),
103 framework::dataset::make("Axis", 3)))
104 {
105 // Validate output
106 validate(CLAccessor(_target), _reference);
107 }
108 TEST_SUITE_END()
109
TEST_SUITE(FP32)110 TEST_SUITE(FP32)
111 FIXTURE_DATA_TEST_CASE(RunSmall, CLBatchConcatenateLayerFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(concat(datasets::Small3DShapes(), datasets::Tiny4DShapes()),
112 framework::dataset::make("DataType",
113 DataType::F32)),
114 framework::dataset::make("Axis", 3)))
115 {
116 // Validate output
117 validate(CLAccessor(_target), _reference);
118 }
119 FIXTURE_DATA_TEST_CASE(RunLarge, CLBatchConcatenateLayerFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::ConcatenateLayerShapes(), framework::dataset::make("DataType",
120 DataType::F32)),
121 framework::dataset::make("Axis", 3)))
122 {
123 // Validate output
124 validate(CLAccessor(_target), _reference);
125 }
126 TEST_SUITE_END()
TEST_SUITE_END()127 TEST_SUITE_END()
128
129 TEST_SUITE(Quantized)
130 TEST_SUITE(QASYMM8)
131 FIXTURE_DATA_TEST_CASE(RunSmall, CLBatchConcatenateLayerFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(concat(datasets::Small3DShapes(), datasets::Tiny4DShapes()),
132 framework::dataset::make("DataType",
133 DataType::QASYMM8)),
134 framework::dataset::make("Axis", 3)))
135 {
136 // Validate output
137 validate(CLAccessor(_target), _reference);
138 }
139 FIXTURE_DATA_TEST_CASE(RunLarge, CLBatchConcatenateLayerFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::ConcatenateLayerShapes(), framework::dataset::make("DataType",
140 DataType::QASYMM8)),
141 framework::dataset::make("Axis", 3)))
142 {
143 // Validate output
144 validate(CLAccessor(_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