Abe Mbise | 7905f91 | 2017-09-07 18:21:28 +0100 | [diff] [blame] | 1 | /* |
Michalis Spyrou | 8094325 | 2019-01-10 17:19:50 +0000 | [diff] [blame] | 2 | * Copyright (c) 2017-2019 ARM Limited. |
Abe Mbise | 7905f91 | 2017-09-07 18:21:28 +0100 | [diff] [blame] | 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/functions/CLGaussian3x3.h" |
| 26 | #include "arm_compute/runtime/Tensor.h" |
| 27 | #include "arm_compute/runtime/TensorAllocator.h" |
| 28 | #include "tests/CL/CLAccessor.h" |
| 29 | #include "tests/PaddingCalculator.h" |
| 30 | #include "tests/datasets/BorderModeDataset.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/Validation.h" |
| 36 | #include "tests/validation/fixtures/Gaussian3x3Fixture.h" |
| 37 | |
| 38 | namespace arm_compute |
| 39 | { |
| 40 | namespace test |
| 41 | { |
| 42 | namespace validation |
| 43 | { |
| 44 | namespace |
| 45 | { |
| 46 | constexpr unsigned int filter_size = 3; /* Size of the kernel/filter in number of elements. */ |
| 47 | constexpr BorderSize border_size(filter_size / 2); /* Border size of the kernel/filter around its central element. */ |
| 48 | } // namespace |
| 49 | |
| 50 | TEST_SUITE(CL) |
| 51 | TEST_SUITE(Gaussian3x3) |
| 52 | |
Michalis Spyrou | 8094325 | 2019-01-10 17:19:50 +0000 | [diff] [blame] | 53 | DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::U8)), |
Abe Mbise | 7905f91 | 2017-09-07 18:21:28 +0100 | [diff] [blame] | 54 | datasets::BorderModes()), |
| 55 | shape, data_type, border_mode) |
| 56 | { |
| 57 | // Create tensors |
| 58 | CLTensor src = create_tensor<CLTensor>(shape, data_type); |
| 59 | CLTensor dst = create_tensor<CLTensor>(shape, data_type); |
| 60 | |
| 61 | ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 62 | ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 63 | |
| 64 | // Create and configure function |
| 65 | CLGaussian3x3 gaussian3x3; |
| 66 | gaussian3x3.configure(&src, &dst, border_mode); |
| 67 | |
| 68 | // Validate valid region |
| 69 | const ValidRegion dst_valid_region = shape_to_valid_region(shape, (border_mode == BorderMode::UNDEFINED), border_size); |
| 70 | validate(dst.info()->valid_region(), dst_valid_region); |
| 71 | |
| 72 | // Validate padding |
| 73 | PaddingCalculator calculator(shape.x(), 8); |
| 74 | calculator.set_border_size(1); |
| 75 | calculator.set_border_mode(border_mode); |
| 76 | |
| 77 | const PaddingSize dst_padding = calculator.required_padding(); |
| 78 | |
| 79 | calculator.set_accessed_elements(16); |
| 80 | calculator.set_access_offset(-1); |
| 81 | |
| 82 | const PaddingSize src_padding = calculator.required_padding(); |
| 83 | |
| 84 | validate(src.info()->padding(), src_padding); |
| 85 | validate(dst.info()->padding(), dst_padding); |
| 86 | } |
| 87 | |
| 88 | template <typename T> |
| 89 | using CLGaussian3x3Fixture = Gaussian3x3ValidationFixture<CLTensor, CLAccessor, CLGaussian3x3, T>; |
| 90 | |
| 91 | FIXTURE_DATA_TEST_CASE(RunSmall, CLGaussian3x3Fixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", |
| 92 | DataType::U8)), |
| 93 | datasets::BorderModes())) |
| 94 | { |
| 95 | // Validate output |
| 96 | validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), border_size)); |
| 97 | } |
| 98 | FIXTURE_DATA_TEST_CASE(RunLarge, CLGaussian3x3Fixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", |
| 99 | DataType::U8)), |
| 100 | datasets::BorderModes())) |
| 101 | { |
| 102 | // Validate output |
| 103 | validate(CLAccessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), border_size)); |
| 104 | } |
| 105 | |
| 106 | TEST_SUITE_END() |
| 107 | TEST_SUITE_END() |
| 108 | } // namespace validation |
| 109 | } // namespace test |
| 110 | } // namespace arm_compute |