1 /*
2 * Copyright (c) 2017-2021 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/Allocator.h"
26 #include "arm_compute/runtime/NEON/functions/NEFlattenLayer.h"
27 #include "arm_compute/runtime/Tensor.h"
28 #include "tests/NEON/Accessor.h"
29 #include "tests/PaddingCalculator.h"
30 #include "tests/datasets/ShapeDatasets.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/FlattenLayerFixture.h"
36
37 namespace arm_compute
38 {
39 namespace test
40 {
41 namespace validation
42 {
43 TEST_SUITE(NEON)
TEST_SUITE(FlattenLayer)44 TEST_SUITE(FlattenLayer)
45
46 // *INDENT-OFF*
47 // clang-format off
48 DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(
49 framework::dataset::make("InputInfo", { TensorInfo(TensorShape(4U, 4U, 4U), 1, DataType::U8), // Mismatching data_type
50 TensorInfo(TensorShape(4U, 5U, 4U), 1, DataType::F32), // Mismatching shapes
51 TensorInfo(TensorShape(4U, 4U, 4U), 1, DataType::F32), // Valid
52 }),
53 framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(64U), 1, DataType::F32),
54 TensorInfo(TensorShape(64U), 1, DataType::F32),
55 TensorInfo(TensorShape(64U), 1, DataType::F32),
56 })),
57 framework::dataset::make("Expected", { false, false, true})),
58 input_info, output_info, expected)
59 {
60 ARM_COMPUTE_EXPECT(bool(NEFlattenLayer::validate(&input_info.clone()->set_is_resizable(false), &output_info.clone()->set_is_resizable(false))) == expected, framework::LogLevel::ERRORS);
61 }
62 // clang-format on
63 // *INDENT-ON*
64
65 template <typename T>
66 using NEFlattenLayerFixture = FlattenLayerValidationFixture<Tensor, Accessor, NEFlattenLayer, T>;
67
68 TEST_SUITE(Float)
TEST_SUITE(FP32)69 TEST_SUITE(FP32)
70 FIXTURE_DATA_TEST_CASE(RunSmall, NEFlattenLayerFixture<float>, framework::DatasetMode::ALL, combine(framework::dataset::concat(datasets::Small3DShapes(), datasets::Small4DShapes()),
71 framework::dataset::make("DataType", DataType::F32)))
72 {
73 // Validate output
74 validate(Accessor(_target), _reference);
75 }
76 FIXTURE_DATA_TEST_CASE(RunLarge, NEFlattenLayerFixture<float>, framework::DatasetMode::NIGHTLY, combine(framework::dataset::concat(datasets::Large3DShapes(), datasets::Large4DShapes()),
77 framework::dataset::make("DataType", DataType::F32)))
78 {
79 // Validate output
80 validate(Accessor(_target), _reference);
81 }
82 TEST_SUITE_END() // FP32
83
84 #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
TEST_SUITE(FP16)85 TEST_SUITE(FP16)
86 FIXTURE_DATA_TEST_CASE(RunSmall, NEFlattenLayerFixture<half>, framework::DatasetMode::ALL, combine(framework::dataset::concat(datasets::Small3DShapes(), datasets::Small4DShapes()),
87 framework::dataset::make("DataType", DataType::F16)))
88 {
89 // Validate output
90 validate(Accessor(_target), _reference);
91 }
92 FIXTURE_DATA_TEST_CASE(RunLarge, NEFlattenLayerFixture<half>, framework::DatasetMode::NIGHTLY, combine(framework::dataset::concat(datasets::Large3DShapes(), datasets::Large4DShapes()),
93 framework::dataset::make("DataType", DataType::F16)))
94 {
95 // Validate output
96 validate(Accessor(_target), _reference);
97 }
98 TEST_SUITE_END() // FP16
99 #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */
100 TEST_SUITE_END() // Float
101
102 TEST_SUITE_END() // FlattenLayer
103 TEST_SUITE_END() // Neon
104 } // namespace validation
105 } // namespace test
106 } // namespace arm_compute
107