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/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(WidthConcatenateLayer)43 TEST_SUITE(WidthConcatenateLayer)
44 // *INDENT-OFF*
45 // clang-format off
46 DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(
47 framework::dataset::make("InputInfo1", { TensorInfo(TensorShape(23U, 27U, 5U), 1, DataType::F32), // Mismatching data type input/output
48 TensorInfo(TensorShape(23U, 27U, 5U), 1, DataType::F32), // Mismatching y dimension
49 TensorInfo(TensorShape(23U, 27U, 5U), 1, DataType::F32), // Mismatching total width
50 TensorInfo(TensorShape(16U, 27U, 5U), 1, DataType::F32),
51 TensorInfo(TensorShape(21U, 35U, 5U), 1, DataType::F32)
52
53 }),
54 framework::dataset::make("InputInfo2", { TensorInfo(TensorShape(24U, 27U, 4U), 1, DataType::F32),
55 TensorInfo(TensorShape(52U, 27U, 5U), 1, DataType::F32),
56 TensorInfo(TensorShape(52U, 27U, 5U), 1, DataType::F32),
57 TensorInfo(TensorShape(16U, 27U, 5U), 1, DataType::F32),
58 TensorInfo(TensorShape(10U, 35U, 5U), 1, DataType::F32)
59 })),
60 framework::dataset::make("OutputInfo", { TensorInfo(TensorShape(47U, 27U, 5U), 1, DataType::F16),
61 TensorInfo(TensorShape(75U, 12U, 5U), 1, DataType::F32),
62 TensorInfo(TensorShape(11U, 27U, 5U), 1, DataType::F32),
63 TensorInfo(TensorShape(32U, 27U, 5U), 1, DataType::F32),
64 TensorInfo(TensorShape(31U, 35U, 5U), 1, DataType::F32)
65
66 })),
67 framework::dataset::make("Expected", { false, false, false, true, true })),
68 input_info1, input_info2, output_info,expected)
69 {
70 std::vector<TensorInfo> inputs_vector_info;
71 inputs_vector_info.emplace_back(std::move(input_info1));
72 inputs_vector_info.emplace_back(std::move(input_info2));
73
74 std::vector<const ITensorInfo *> inputs_vector_info_raw;
75 inputs_vector_info_raw.reserve(inputs_vector_info.size());
76 for(auto &input : inputs_vector_info)
77 {
78 inputs_vector_info_raw.emplace_back(&input);
79 }
80
81 bool is_valid = bool(CLConcatenateLayer::validate(inputs_vector_info_raw,&output_info.clone()->set_is_resizable(true), 0));
82 ARM_COMPUTE_EXPECT(is_valid == expected, framework::LogLevel::ERRORS);
83 }
84 // clang-format on
85 // *INDENT-ON*
86
87 template <typename T>
88 using CLWidthConcatenateLayerFixture = ConcatenateLayerValidationFixture<CLTensor, ICLTensor, CLAccessor, CLConcatenateLayer, T>;
89
90 TEST_SUITE(Float)
TEST_SUITE(FP16)91 TEST_SUITE(FP16)
92 FIXTURE_DATA_TEST_CASE(RunSmall, CLWidthConcatenateLayerFixture<half>, framework::DatasetMode::PRECOMMIT, combine(combine(concat(datasets::Small2DShapes(), datasets::Tiny4DShapes()),
93 framework::dataset::make("DataType",
94 DataType::F16)),
95 framework::dataset::make("Axis", 0)))
96
97 {
98 // Validate output
99 validate(CLAccessor(_target), _reference);
100 }
101 FIXTURE_DATA_TEST_CASE(RunLarge, CLWidthConcatenateLayerFixture<half>, framework::DatasetMode::NIGHTLY, combine(combine(concat(datasets::Large2DShapes(), datasets::Small4DShapes()),
102 framework::dataset::make("DataType",
103 DataType::F16)),
104 framework::dataset::make("Axis", 0)))
105
106 {
107 // Validate output
108 validate(CLAccessor(_target), _reference);
109 }
110 TEST_SUITE_END()
111
TEST_SUITE(FP32)112 TEST_SUITE(FP32)
113 FIXTURE_DATA_TEST_CASE(RunSmall, CLWidthConcatenateLayerFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(concat(datasets::Small2DShapes(), datasets::Tiny4DShapes()),
114 framework::dataset::make("DataType",
115 DataType::F32)),
116 framework::dataset::make("Axis", 0)))
117
118 {
119 // Validate output
120 validate(CLAccessor(_target), _reference);
121 }
122 FIXTURE_DATA_TEST_CASE(RunLarge, CLWidthConcatenateLayerFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::ConcatenateLayerShapes(), framework::dataset::make("DataType",
123 DataType::F32)),
124 framework::dataset::make("Axis", 0)))
125 {
126 // Validate output
127 validate(CLAccessor(_target), _reference);
128 }
129 TEST_SUITE_END()
TEST_SUITE_END()130 TEST_SUITE_END()
131
132 TEST_SUITE(Quantized)
133 TEST_SUITE(QASYMM8)
134 FIXTURE_DATA_TEST_CASE(RunSmall, CLWidthConcatenateLayerFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(concat(datasets::Small2DShapes(), datasets::Tiny4DShapes()),
135 framework::dataset::make("DataType",
136 DataType::QASYMM8)),
137 framework::dataset::make("Axis", 0)))
138 {
139 // Validate output
140 validate(CLAccessor(_target), _reference);
141 }
142 FIXTURE_DATA_TEST_CASE(RunLarge, CLWidthConcatenateLayerFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::ConcatenateLayerShapes(), framework::dataset::make("DataType",
143 DataType::QASYMM8)),
144 framework::dataset::make("Axis", 0)))
145 {
146 // Validate output
147 validate(CLAccessor(_target), _reference);
148 }
149 TEST_SUITE_END()
150 TEST_SUITE_END()
151
152 TEST_SUITE_END()
153 TEST_SUITE_END()
154 } // namespace validation
155 } // namespace test
156 } // namespace arm_compute
157