| /* |
| * Copyright (c) 2019 ARM Limited. |
| * |
| * SPDX-License-Identifier: MIT |
| * |
| * Permission is hereby granted, free of charge, to any person obtaining a copy |
| * of this software and associated documentation files (the "Software"), to |
| * deal in the Software without restriction, including without limitation the |
| * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or |
| * sell copies of the Software, and to permit persons to whom the Software is |
| * furnished to do so, subject to the following conditions: |
| * |
| * The above copyright notice and this permission notice shall be included in all |
| * copies or substantial portions of the Software. |
| * |
| * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
| * SOFTWARE. |
| */ |
| #ifndef ARM_COMPUTE_TEST_SLICE_OPERATIONS_FIXTURE |
| #define ARM_COMPUTE_TEST_SLICE_OPERATIONS_FIXTURE |
| |
| #include "arm_compute/core/TensorShape.h" |
| #include "arm_compute/core/Types.h" |
| |
| #include "tests/AssetsLibrary.h" |
| #include "tests/Globals.h" |
| #include "tests/IAccessor.h" |
| #include "tests/RawLutAccessor.h" |
| #include "tests/framework/Asserts.h" |
| #include "tests/framework/Fixture.h" |
| #include "tests/validation/Helpers.h" |
| #include "tests/validation/reference/CropResize.h" |
| #include "tests/validation/reference/Permute.h" |
| |
| namespace arm_compute |
| { |
| namespace test |
| { |
| namespace validation |
| { |
| template <typename TensorType, typename AccessorType, typename FunctionType, typename T> |
| class CropResizeFixture : public framework::Fixture |
| { |
| public: |
| template <typename...> |
| void setup(TensorShape src_shape, TensorShape boxes_shape, Coordinates2D crop_size, InterpolationPolicy method, |
| float extrapolation_value, bool is_outside_bounds, DataType data_type) |
| { |
| _target = compute_target(src_shape, boxes_shape, crop_size, method, extrapolation_value, is_outside_bounds, data_type); |
| _reference = compute_reference(src_shape, boxes_shape, crop_size, method, extrapolation_value, is_outside_bounds, data_type); |
| } |
| |
| protected: |
| template <typename U> |
| void fill(U &&tensor, int i) |
| { |
| library->fill_tensor_uniform(tensor, i); |
| } |
| |
| template <typename U, typename V> |
| void fill(U &&tensor, int i, V min, V max) |
| { |
| library->fill_tensor_uniform(tensor, i, min, max); |
| } |
| |
| TensorType compute_target(const TensorShape &src_shape, const TensorShape &boxes_shape, const Coordinates2D &crop_size, InterpolationPolicy method, |
| float extrapolation_value, bool is_outside_bounds, DataType data_type) |
| { |
| TensorShape dst_shape(src_shape[0], crop_size.x, crop_size.y, boxes_shape[1]); |
| |
| // Create tensors |
| TensorType src = create_tensor<TensorType>(src_shape, data_type, 1, QuantizationInfo(), DataLayout::NHWC); |
| TensorType boxes = create_tensor<TensorType>(boxes_shape, DataType::F32); |
| TensorType boxes_ind = create_tensor<TensorType>(TensorShape(boxes_shape[1]), DataType::S32); |
| TensorType dst = create_tensor<TensorType>(dst_shape, DataType::F32, 1, QuantizationInfo(), DataLayout::NHWC); |
| |
| // Create and configure function |
| FunctionType crop; |
| crop.configure(&src, &boxes, &boxes_ind, &dst, crop_size, method, extrapolation_value); |
| |
| ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); |
| ARM_COMPUTE_EXPECT(boxes.info()->is_resizable(), framework::LogLevel::ERRORS); |
| ARM_COMPUTE_EXPECT(boxes_ind.info()->is_resizable(), framework::LogLevel::ERRORS); |
| ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); |
| |
| // Allocate tensors |
| src.allocator()->allocate(); |
| boxes.allocator()->allocate(); |
| boxes_ind.allocator()->allocate(); |
| dst.allocator()->allocate(); |
| |
| ARM_COMPUTE_EXPECT(!src.info()->is_resizable(), framework::LogLevel::ERRORS); |
| ARM_COMPUTE_EXPECT(!boxes.info()->is_resizable(), framework::LogLevel::ERRORS); |
| ARM_COMPUTE_EXPECT(!boxes_ind.info()->is_resizable(), framework::LogLevel::ERRORS); |
| ARM_COMPUTE_EXPECT(!dst.info()->is_resizable(), framework::LogLevel::ERRORS); |
| |
| // Fill tensors |
| fill(AccessorType(src), 0); |
| 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); |
| fill(AccessorType(boxes_ind), 2, 0, static_cast<int32_t>(src_shape[3] - 1)); |
| |
| // Compute function |
| crop.run(); |
| return dst; |
| } |
| |
| SimpleTensor<float> compute_reference(const TensorShape &src_shape, const TensorShape &boxes_shape, const Coordinates2D &crop_size, InterpolationPolicy method, |
| float extrapolation_value, bool is_outside_bounds, DataType data_type) |
| { |
| // Create reference |
| SimpleTensor<T> src{ src_shape, data_type, 1, QuantizationInfo(), DataLayout::NHWC }; |
| SimpleTensor<float> boxes{ boxes_shape, DataType::F32 }; |
| SimpleTensor<int32_t> boxes_ind{ TensorShape(boxes_shape[1]), DataType::S32 }; |
| |
| // Fill reference |
| fill(src, 0); |
| 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); |
| fill(boxes_ind, 2, 0, static_cast<int32_t>(src.shape()[3] - 1)); |
| |
| SimpleTensor<float> output = reference::crop_and_resize(src, boxes, boxes_ind, crop_size, method, extrapolation_value); |
| |
| SimpleTensor<float> permuted = reference::permute(output, PermutationVector(1, 2U, 0U)); |
| return permuted; |
| } |
| |
| constexpr static float out_of_bounds_reach = 2.0f; |
| |
| TensorType _target{}; |
| SimpleTensor<float> _reference{}; |
| }; |
| } // namespace validation |
| } // namespace test |
| } // namespace arm_compute |
| #endif /* ARM_COMPUTE_TEST_SLICE_OPERATIONS_FIXTURE */ |