George Wort | 05398a9 | 2019-01-25 15:38:33 +0000 | [diff] [blame] | 1 | /* |
Georgios Pinitas | c6f9510 | 2021-03-30 10:03:01 +0100 | [diff] [blame] | 2 | * Copyright (c) 2019-2021 Arm Limited. |
George Wort | 05398a9 | 2019-01-25 15:38:33 +0000 | [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_SLICE_OPERATIONS_FIXTURE |
| 25 | #define ARM_COMPUTE_TEST_SLICE_OPERATIONS_FIXTURE |
| 26 | |
| 27 | #include "arm_compute/core/TensorShape.h" |
| 28 | #include "arm_compute/core/Types.h" |
| 29 | |
| 30 | #include "tests/AssetsLibrary.h" |
| 31 | #include "tests/Globals.h" |
| 32 | #include "tests/IAccessor.h" |
George Wort | 05398a9 | 2019-01-25 15:38:33 +0000 | [diff] [blame] | 33 | #include "tests/framework/Asserts.h" |
| 34 | #include "tests/framework/Fixture.h" |
| 35 | #include "tests/validation/Helpers.h" |
| 36 | #include "tests/validation/reference/CropResize.h" |
| 37 | #include "tests/validation/reference/Permute.h" |
| 38 | |
| 39 | namespace arm_compute |
| 40 | { |
| 41 | namespace test |
| 42 | { |
| 43 | namespace validation |
| 44 | { |
| 45 | template <typename TensorType, typename AccessorType, typename FunctionType, typename T> |
| 46 | class CropResizeFixture : public framework::Fixture |
| 47 | { |
| 48 | public: |
| 49 | template <typename...> |
| 50 | void setup(TensorShape src_shape, TensorShape boxes_shape, Coordinates2D crop_size, InterpolationPolicy method, |
| 51 | float extrapolation_value, bool is_outside_bounds, DataType data_type) |
| 52 | { |
| 53 | _target = compute_target(src_shape, boxes_shape, crop_size, method, extrapolation_value, is_outside_bounds, data_type); |
| 54 | _reference = compute_reference(src_shape, boxes_shape, crop_size, method, extrapolation_value, is_outside_bounds, data_type); |
| 55 | } |
| 56 | |
| 57 | protected: |
| 58 | template <typename U> |
| 59 | void fill(U &&tensor, int i) |
| 60 | { |
| 61 | library->fill_tensor_uniform(tensor, i); |
| 62 | } |
| 63 | |
| 64 | template <typename U, typename V> |
| 65 | void fill(U &&tensor, int i, V min, V max) |
| 66 | { |
| 67 | library->fill_tensor_uniform(tensor, i, min, max); |
| 68 | } |
| 69 | |
| 70 | TensorType compute_target(const TensorShape &src_shape, const TensorShape &boxes_shape, const Coordinates2D &crop_size, InterpolationPolicy method, |
| 71 | float extrapolation_value, bool is_outside_bounds, DataType data_type) |
| 72 | { |
| 73 | TensorShape dst_shape(src_shape[0], crop_size.x, crop_size.y, boxes_shape[1]); |
| 74 | |
| 75 | // Create tensors |
| 76 | TensorType src = create_tensor<TensorType>(src_shape, data_type, 1, QuantizationInfo(), DataLayout::NHWC); |
| 77 | TensorType boxes = create_tensor<TensorType>(boxes_shape, DataType::F32); |
| 78 | TensorType boxes_ind = create_tensor<TensorType>(TensorShape(boxes_shape[1]), DataType::S32); |
| 79 | TensorType dst = create_tensor<TensorType>(dst_shape, DataType::F32, 1, QuantizationInfo(), DataLayout::NHWC); |
| 80 | |
Manuel Bottini | 2b84be5 | 2020-04-08 10:15:51 +0100 | [diff] [blame] | 81 | boxes.allocator()->allocate(); |
| 82 | boxes_ind.allocator()->allocate(); |
| 83 | fill(AccessorType(boxes), 1, is_outside_bounds ? 0.0f - out_of_bounds_reach : 0.0f, is_outside_bounds ? 1.0f + out_of_bounds_reach : 1.0f); |
| 84 | fill(AccessorType(boxes_ind), 2, 0, static_cast<int32_t>(src_shape[3] - 1)); |
| 85 | |
George Wort | 05398a9 | 2019-01-25 15:38:33 +0000 | [diff] [blame] | 86 | // Create and configure function |
| 87 | FunctionType crop; |
| 88 | crop.configure(&src, &boxes, &boxes_ind, &dst, crop_size, method, extrapolation_value); |
| 89 | |
Michele Di Giorgio | 4fc10b3 | 2021-04-30 18:30:41 +0100 | [diff] [blame] | 90 | ARM_COMPUTE_ASSERT(src.info()->is_resizable()); |
| 91 | ARM_COMPUTE_ASSERT(dst.info()->is_resizable()); |
George Wort | 05398a9 | 2019-01-25 15:38:33 +0000 | [diff] [blame] | 92 | |
| 93 | // Allocate tensors |
| 94 | src.allocator()->allocate(); |
George Wort | 05398a9 | 2019-01-25 15:38:33 +0000 | [diff] [blame] | 95 | dst.allocator()->allocate(); |
| 96 | |
Michele Di Giorgio | 4fc10b3 | 2021-04-30 18:30:41 +0100 | [diff] [blame] | 97 | ARM_COMPUTE_ASSERT(!src.info()->is_resizable()); |
| 98 | ARM_COMPUTE_ASSERT(!dst.info()->is_resizable()); |
George Wort | 05398a9 | 2019-01-25 15:38:33 +0000 | [diff] [blame] | 99 | |
| 100 | // Fill tensors |
| 101 | fill(AccessorType(src), 0); |
George Wort | 05398a9 | 2019-01-25 15:38:33 +0000 | [diff] [blame] | 102 | |
| 103 | // Compute function |
| 104 | crop.run(); |
| 105 | return dst; |
| 106 | } |
| 107 | |
| 108 | SimpleTensor<float> compute_reference(const TensorShape &src_shape, const TensorShape &boxes_shape, const Coordinates2D &crop_size, InterpolationPolicy method, |
| 109 | float extrapolation_value, bool is_outside_bounds, DataType data_type) |
| 110 | { |
| 111 | // Create reference |
| 112 | SimpleTensor<T> src{ src_shape, data_type, 1, QuantizationInfo(), DataLayout::NHWC }; |
| 113 | SimpleTensor<float> boxes{ boxes_shape, DataType::F32 }; |
| 114 | SimpleTensor<int32_t> boxes_ind{ TensorShape(boxes_shape[1]), DataType::S32 }; |
| 115 | |
| 116 | // Fill reference |
| 117 | fill(src, 0); |
| 118 | fill(boxes, 1, is_outside_bounds ? 0.0f - out_of_bounds_reach : 0.0f, is_outside_bounds ? 1.0f + out_of_bounds_reach : 1.0f); |
| 119 | fill(boxes_ind, 2, 0, static_cast<int32_t>(src.shape()[3] - 1)); |
| 120 | |
| 121 | SimpleTensor<float> output = reference::crop_and_resize(src, boxes, boxes_ind, crop_size, method, extrapolation_value); |
| 122 | |
| 123 | SimpleTensor<float> permuted = reference::permute(output, PermutationVector(1, 2U, 0U)); |
| 124 | return permuted; |
| 125 | } |
| 126 | |
| 127 | constexpr static float out_of_bounds_reach = 2.0f; |
| 128 | |
| 129 | TensorType _target{}; |
| 130 | SimpleTensor<float> _reference{}; |
| 131 | }; |
| 132 | } // namespace validation |
| 133 | } // namespace test |
| 134 | } // namespace arm_compute |
| 135 | #endif /* ARM_COMPUTE_TEST_SLICE_OPERATIONS_FIXTURE */ |