Sanghoon Lee | fc35b51 | 2017-10-18 12:09:04 +0100 | [diff] [blame] | 1 | /* |
Pablo Tello | fc1ffe6 | 2018-01-23 08:31:41 +0000 | [diff] [blame] | 2 | * Copyright (c) 2017-2018 ARM Limited. |
Sanghoon Lee | fc35b51 | 2017-10-18 12:09:04 +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 | #ifndef ARM_COMPUTE_TEST_REMAP_FIXTURE |
| 25 | #define ARM_COMPUTE_TEST_REMAP_FIXTURE |
| 26 | |
| 27 | #include "arm_compute/core/TensorShape.h" |
| 28 | #include "arm_compute/core/Types.h" |
| 29 | #include "tests/AssetsLibrary.h" |
| 30 | #include "tests/Globals.h" |
| 31 | #include "tests/IAccessor.h" |
| 32 | #include "tests/framework/Asserts.h" |
| 33 | #include "tests/framework/Fixture.h" |
Georgios Pinitas | 5a7e776 | 2017-12-01 16:27:29 +0000 | [diff] [blame] | 34 | #include "tests/validation/reference/Remap.h" |
Sanghoon Lee | fc35b51 | 2017-10-18 12:09:04 +0100 | [diff] [blame] | 35 | |
| 36 | #include <random> |
| 37 | |
| 38 | namespace arm_compute |
| 39 | { |
| 40 | namespace test |
| 41 | { |
| 42 | namespace validation |
| 43 | { |
| 44 | template <typename TensorType, typename AccessorType, typename FunctionType, typename T> |
| 45 | class RemapValidationFixture : public framework::Fixture |
| 46 | { |
| 47 | public: |
| 48 | template <typename...> |
| 49 | void setup(TensorShape shape, InterpolationPolicy policy, DataType data_type, BorderMode border_mode) |
| 50 | { |
| 51 | std::mt19937 gen(library->seed()); |
| 52 | std::uniform_int_distribution<uint8_t> distribution(0, 255); |
Pablo Tello | fc1ffe6 | 2018-01-23 08:31:41 +0000 | [diff] [blame] | 53 | const T constant_border_value = static_cast<T>(distribution(gen)); |
Sanghoon Lee | fc35b51 | 2017-10-18 12:09:04 +0100 | [diff] [blame] | 54 | |
| 55 | _target = compute_target(shape, policy, data_type, border_mode, constant_border_value); |
| 56 | _reference = compute_reference(shape, policy, data_type, border_mode, constant_border_value); |
| 57 | } |
| 58 | |
| 59 | protected: |
| 60 | template <typename U> |
Pablo Tello | fc1ffe6 | 2018-01-23 08:31:41 +0000 | [diff] [blame] | 61 | void fill(U &&tensor, int i, float min, float max) |
Sanghoon Lee | fc35b51 | 2017-10-18 12:09:04 +0100 | [diff] [blame] | 62 | { |
Pablo Tello | fc1ffe6 | 2018-01-23 08:31:41 +0000 | [diff] [blame] | 63 | std::uniform_int_distribution<> distribution((int)min, (int)max); |
| 64 | library->fill(tensor, distribution, i); |
Sanghoon Lee | fc35b51 | 2017-10-18 12:09:04 +0100 | [diff] [blame] | 65 | } |
| 66 | |
| 67 | TensorType compute_target(const TensorShape &shape, InterpolationPolicy policy, DataType data_type, BorderMode border_mode, T constant_border_value) |
| 68 | { |
| 69 | // Create tensors |
| 70 | TensorType src = create_tensor<TensorType>(shape, data_type); |
| 71 | TensorType map_x = create_tensor<TensorType>(shape, DataType::F32); |
| 72 | TensorType map_y = create_tensor<TensorType>(shape, DataType::F32); |
| 73 | TensorType dst = create_tensor<TensorType>(shape, data_type); |
| 74 | |
| 75 | // Create and configure function |
| 76 | FunctionType remap; |
| 77 | remap.configure(&src, &map_x, &map_y, &dst, policy, border_mode, constant_border_value); |
| 78 | |
| 79 | ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 80 | ARM_COMPUTE_EXPECT(map_x.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 81 | ARM_COMPUTE_EXPECT(map_y.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 82 | ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 83 | |
| 84 | // Allocate tensors |
| 85 | src.allocator()->allocate(); |
| 86 | map_x.allocator()->allocate(); |
| 87 | map_y.allocator()->allocate(); |
| 88 | dst.allocator()->allocate(); |
| 89 | |
| 90 | ARM_COMPUTE_EXPECT(!src.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 91 | ARM_COMPUTE_EXPECT(!map_x.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 92 | ARM_COMPUTE_EXPECT(!map_y.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 93 | ARM_COMPUTE_EXPECT(!dst.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 94 | |
| 95 | // Fill tensors |
Pablo Tello | fc1ffe6 | 2018-01-23 08:31:41 +0000 | [diff] [blame] | 96 | fill(AccessorType(src), 0, 0, 255); |
| 97 | fill(AccessorType(map_x), 1, -5, shape.x() + 5); |
| 98 | fill(AccessorType(map_y), 2, -5, shape.y() + 5); |
Sanghoon Lee | fc35b51 | 2017-10-18 12:09:04 +0100 | [diff] [blame] | 99 | |
| 100 | // Compute function |
| 101 | remap.run(); |
| 102 | |
| 103 | return dst; |
| 104 | } |
| 105 | |
| 106 | SimpleTensor<T> compute_reference(const TensorShape &shape, InterpolationPolicy policy, DataType data_type, BorderMode border_mode, T constant_border_value) |
| 107 | { |
| 108 | ARM_COMPUTE_ERROR_ON(data_type != DataType::U8); |
| 109 | |
| 110 | // Create reference |
| 111 | SimpleTensor<T> src{ shape, data_type }; |
| 112 | SimpleTensor<float> map_x{ shape, DataType::F32 }; |
| 113 | SimpleTensor<float> map_y{ shape, DataType::F32 }; |
| 114 | |
| 115 | // Create the valid mask Tensor |
| 116 | _valid_mask = SimpleTensor<T> { shape, data_type }; |
| 117 | |
| 118 | // Fill reference |
Pablo Tello | fc1ffe6 | 2018-01-23 08:31:41 +0000 | [diff] [blame] | 119 | fill(src, 0, 0, 255); |
| 120 | fill(map_x, 1, -5, shape.x() + 5); |
| 121 | fill(map_y, 2, -5, shape.y() + 5); |
Sanghoon Lee | fc35b51 | 2017-10-18 12:09:04 +0100 | [diff] [blame] | 122 | |
| 123 | // Compute reference |
| 124 | return reference::remap<T>(src, map_x, map_y, _valid_mask, policy, border_mode, constant_border_value); |
| 125 | } |
| 126 | |
| 127 | TensorType _target{}; |
| 128 | SimpleTensor<T> _reference{}; |
| 129 | SimpleTensor<T> _valid_mask{}; |
| 130 | }; |
| 131 | } // namespace validation |
| 132 | } // namespace test |
| 133 | } // namespace arm_compute |
| 134 | #endif /* ARM_COMPUTE_TEST_REMAP_FIXTURE */ |