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/CLPriorBoxLayer.h"
28 #include "tests/CL/CLAccessor.h"
29 #include "tests/PaddingCalculator.h"
30 #include "tests/datasets/PriorBoxLayerDataset.h"
31 #include "tests/datasets/ShapeDatasets.h"
32 #include "tests/framework/Asserts.h"
33 #include "tests/framework/Macros.h"
34 #include "tests/framework/datasets/Datasets.h"
35 #include "tests/validation/Helpers.h"
36 #include "tests/validation/Validation.h"
37 #include "tests/validation/fixtures/PriorBoxLayerFixture.h"
38
39 namespace arm_compute
40 {
41 namespace test
42 {
43 namespace validation
44 {
45 namespace
46 {
47 constexpr AbsoluteTolerance<float> tolerance_f32(0.00001f); /**< Tolerance value for comparing reference's output against implementation's output for DataType::F32 */
48 } // namespace
49
50 TEST_SUITE(CL)
51 TEST_SUITE(PriorBoxLayer)
52
53 template <typename T>
54 using CLPriorBoxLayerFixture = PriorBoxLayerValidationFixture<CLTensor, CLAccessor, CLPriorBoxLayer, T>;
55
56 // *INDENT-OFF*
57 // clang-format off
58 DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip(
59 framework::dataset::make("Input1Info", { TensorInfo(TensorShape(10U, 10U, 2U), 1, DataType::F32),
60 TensorInfo(TensorShape(10U, 10U, 2U), 1, DataType::F32), // Window shrink
61 }),
62 framework::dataset::make("Input2Info", { TensorInfo(TensorShape(10U, 10U, 2U), 1, DataType::F32),
63 TensorInfo(TensorShape(10U, 10U, 2U), 1, DataType::F32),
64 })),
65 framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(1200U, 2U), 1, DataType::F32),
66 TensorInfo(TensorShape(1000U, 2U), 1, DataType::F32),
67 })),
68 framework::dataset::make("PriorBoxInfo",{ PriorBoxLayerInfo(std::vector<float>(1), std::vector<float>(1), 0, true, true, std::vector<float>(1), std::vector<float>(1), Coordinates2D{8, 8}, std::array<float, 2>()),
69 PriorBoxLayerInfo(std::vector<float>(1), std::vector<float>(1), 0, true, true, std::vector<float>(1), std::vector<float>(1), Coordinates2D{8, 8}, std::array<float, 2>()),
70 })),
71 framework::dataset::make("Expected", { true, false})),
72 input1_info, input2_info, output_info, info, expected)
73 {
74 bool has_error = bool(CLPriorBoxLayer::validate(&input1_info.clone()->set_is_resizable(false), &input2_info.clone()->set_is_resizable(false), &output_info.clone()->set_is_resizable(false), info));
75 ARM_COMPUTE_EXPECT(has_error == expected, framework::LogLevel::ERRORS);
76 }
77 // clang-format on
78 // *INDENT-ON*
79
80 TEST_SUITE(Float)
TEST_SUITE(FP32)81 TEST_SUITE(FP32)
82 FIXTURE_DATA_TEST_CASE(RunSmall, CLPriorBoxLayerFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallPriorBoxLayerDataset(),
83 framework::dataset::make("DataType", DataType::F32)),
84 framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })))
85 {
86 // Validate output
87 validate(CLAccessor(_target), _reference, tolerance_f32, 0);
88 }
89 FIXTURE_DATA_TEST_CASE(RunLarge, CLPriorBoxLayerFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargePriorBoxLayerDataset(),
90 framework::dataset::make("DataType", DataType::F32)),
91 framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })))
92 {
93 // Validate output
94 validate(CLAccessor(_target), _reference, tolerance_f32, 0);
95 }
96 TEST_SUITE_END() // Float
97 TEST_SUITE_END() // FP32
98
99 TEST_SUITE_END() // PriorBoxLayer
100 TEST_SUITE_END() // CL
101 } // namespace validation
102 } // namespace test
103 } // namespace arm_compute
104