1 /*
2 * Copyright (c) 2018-2021 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/NEElementwiseUnaryLayer.h"
26 #include "arm_compute/runtime/Tensor.h"
27 #include "arm_compute/runtime/TensorAllocator.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/ElementwiseUnaryFixture.h"
36
37 namespace arm_compute
38 {
39 namespace test
40 {
41 namespace validation
42 {
43 namespace
44 {
45 RelativeTolerance<float> tolerance_fp32(0.000001f);
46 #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
47 RelativeTolerance<float> tolerance_fp16(0.01f);
48 #endif // __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
49 } // namespace
50 TEST_SUITE(NEON)
51 TEST_SUITE(ExpLayer)
52
53 template <typename T>
54 using NEExpLayerFixture = ExpValidationFixture<Tensor, Accessor, NEExpLayer, T>;
55
56 TEST_SUITE(Float)
57 #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
TEST_SUITE(FP16)58 TEST_SUITE(FP16)
59 FIXTURE_DATA_TEST_CASE(RunSmall, NEExpLayerFixture<half>, framework::DatasetMode::PRECOMMIT, combine(datasets::SmallShapes(), framework::dataset::make("DataType",
60 DataType::F16)))
61 {
62 // Validate output
63 validate(Accessor(_target), _reference, tolerance_fp16);
64 }
65 FIXTURE_DATA_TEST_CASE(RunLarge, NEExpLayerFixture<half>, framework::DatasetMode::NIGHTLY, combine(datasets::LargeShapes(), framework::dataset::make("DataType",
66 DataType::F16)))
67 {
68 // Validate output
69 validate(Accessor(_target), _reference, tolerance_fp16);
70 }
71
72 TEST_SUITE_END() // FP16
73 #endif // __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
74
TEST_SUITE(FP32)75 TEST_SUITE(FP32)
76 FIXTURE_DATA_TEST_CASE(RunSmall, NEExpLayerFixture<float>, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), framework::dataset::make("DataType",
77 DataType::F32)))
78 {
79 // Validate output
80 validate(Accessor(_target), _reference, tolerance_fp32);
81 }
82 TEST_SUITE_END() // FP32
83 TEST_SUITE_END() // Float
84
85 TEST_SUITE_END() // ExpLayer
86 TEST_SUITE_END() // Neon
87 } // namespace validation
88 } // namespace test
89 } // namespace arm_compute
90