Isabella Gottardi | 83be745 | 2017-08-29 13:47:03 +0100 | [diff] [blame] | 1 | /* |
Pablo Tello | d8b03dd | 2018-08-07 11:23:54 +0100 | [diff] [blame] | 2 | * Copyright (c) 2017-2018 ARM Limited. |
Isabella Gottardi | 83be745 | 2017-08-29 13:47:03 +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/core/Utils.h" |
| 26 | #include "arm_compute/runtime/CL/functions/CLWarpAffine.h" |
| 27 | #include "arm_compute/runtime/Tensor.h" |
| 28 | #include "arm_compute/runtime/TensorAllocator.h" |
| 29 | #include "tests/AssetsLibrary.h" |
| 30 | #include "tests/CL/CLAccessor.h" |
| 31 | #include "tests/PaddingCalculator.h" |
| 32 | #include "tests/datasets/BorderModeDataset.h" |
| 33 | #include "tests/datasets/InterpolationPolicyDataset.h" |
| 34 | #include "tests/datasets/ShapeDatasets.h" |
| 35 | #include "tests/framework/Asserts.h" |
| 36 | #include "tests/framework/Macros.h" |
| 37 | #include "tests/framework/datasets/Datasets.h" |
Isabella Gottardi | 83be745 | 2017-08-29 13:47:03 +0100 | [diff] [blame] | 38 | #include "tests/validation/Validation.h" |
| 39 | #include "tests/validation/fixtures/WarpAffineFixture.h" |
Georgios Pinitas | 5a7e776 | 2017-12-01 16:27:29 +0000 | [diff] [blame] | 40 | #include "tests/validation/reference/Utils.h" |
Isabella Gottardi | 83be745 | 2017-08-29 13:47:03 +0100 | [diff] [blame] | 41 | |
| 42 | namespace arm_compute |
| 43 | { |
| 44 | namespace test |
| 45 | { |
| 46 | namespace validation |
| 47 | { |
| 48 | namespace |
| 49 | { |
| 50 | /** Tolerance */ |
| 51 | constexpr AbsoluteTolerance<uint8_t> tolerance(1); |
| 52 | } // namespace |
| 53 | |
| 54 | TEST_SUITE(CL) |
| 55 | TEST_SUITE(WarpAffine) |
| 56 | |
| 57 | DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), framework::dataset::make("DataType", DataType::U8)), |
| 58 | framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR })), |
| 59 | datasets::BorderModes()), |
| 60 | shape, data_type, policy, border_mode) |
| 61 | { |
| 62 | // Generate a random constant value if border_mode is constant |
| 63 | std::mt19937 gen(library->seed()); |
| 64 | std::uniform_int_distribution<uint8_t> distribution_u8(0, 255); |
| 65 | uint8_t constant_border_value = distribution_u8(gen); |
| 66 | |
| 67 | // Create the matrix |
Pablo Tello | d8b03dd | 2018-08-07 11:23:54 +0100 | [diff] [blame] | 68 | std::array<float, 9> matrix{ {} }; |
| 69 | fill_warp_matrix<9>(matrix); |
Isabella Gottardi | 83be745 | 2017-08-29 13:47:03 +0100 | [diff] [blame] | 70 | |
| 71 | // Create tensors |
| 72 | CLTensor src = create_tensor<CLTensor>(shape, data_type); |
| 73 | CLTensor dst = create_tensor<CLTensor>(shape, data_type); |
| 74 | |
| 75 | ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 76 | ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 77 | |
| 78 | // Create and configure function |
| 79 | CLWarpAffine warp_affine; |
Pablo Tello | d8b03dd | 2018-08-07 11:23:54 +0100 | [diff] [blame] | 80 | warp_affine.configure(&src, &dst, matrix, policy, border_mode, constant_border_value); |
Isabella Gottardi | 83be745 | 2017-08-29 13:47:03 +0100 | [diff] [blame] | 81 | |
| 82 | // Validate valid region |
| 83 | const ValidRegion valid_region = shape_to_valid_region(shape); |
| 84 | |
| 85 | validate(src.info()->valid_region(), valid_region); |
| 86 | validate(dst.info()->valid_region(), valid_region); |
| 87 | |
| 88 | // Validate padding |
| 89 | int total_right = ceil_to_multiple(shape[0], 4); |
| 90 | const int access_right = total_right + (((total_right - shape[0]) == 0) ? 1 : 0); |
| 91 | const PaddingSize read_padding(1, access_right - shape[0], 1, 1); |
| 92 | validate(src.info()->padding(), read_padding); |
| 93 | |
| 94 | PaddingCalculator calculator(shape.x(), 4); |
| 95 | validate(dst.info()->padding(), calculator.required_padding()); |
| 96 | } |
| 97 | |
| 98 | template <typename T> |
| 99 | using CLWarpAffineFixture = WarpAffineValidationFixture<CLTensor, CLAccessor, CLWarpAffine, T>; |
| 100 | |
| 101 | FIXTURE_DATA_TEST_CASE(RunSmall, CLWarpAffineFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::U8)), |
| 102 | framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR })), |
| 103 | datasets::BorderModes())) |
| 104 | { |
| 105 | // Validate output |
| 106 | validate(CLAccessor(_target), _reference, _valid_mask, tolerance, 0.02f); |
| 107 | } |
| 108 | FIXTURE_DATA_TEST_CASE(RunLarge, CLWarpAffineFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", DataType::U8)), |
| 109 | framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR })), |
| 110 | datasets::BorderModes())) |
| 111 | { |
| 112 | // Validate output |
| 113 | validate(CLAccessor(_target), _reference, _valid_mask, tolerance, 0.02f); |
| 114 | } |
| 115 | |
| 116 | TEST_SUITE_END() |
| 117 | TEST_SUITE_END() |
| 118 | } // namespace validation |
| 119 | } // namespace test |
| 120 | } // namespace arm_compute |