/* * Copyright (c) 2018-2021, 2023 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_BATCH_TO_SPACE_LAYER_FIXTURE #define ARM_COMPUTE_TEST_BATCH_TO_SPACE_LAYER_FIXTURE #include "arm_compute/core/Helpers.h" #include "tests/Globals.h" #include "tests/framework/Asserts.h" #include "tests/framework/Fixture.h" #include "tests/validation/reference/BatchToSpaceLayer.h" namespace arm_compute { namespace test { namespace validation { template class BatchToSpaceLayerValidationFixture : public framework::Fixture { public: void setup(const TensorShape &input_shape, const std::vector &block_shape, const CropInfo &crop_info, const TensorShape &output_shape, DataType data_type, DataLayout data_layout) { _target = compute_target(input_shape, block_shape, crop_info, output_shape, data_type, data_layout); _reference = compute_reference(input_shape, block_shape, crop_info, output_shape, data_type); } protected: template void fill(U &&tensor, int i) { static_assert(std::is_floating_point::value || std::is_same::value, "Only floating point data types supported."); using DistributionType = typename std::conditional::value, arm_compute::utils::uniform_real_distribution_16bit, std::uniform_real_distribution>::type; DistributionType distribution{ T(-1.0f), T(1.0f) }; library->fill(tensor, distribution, i); } TensorType compute_target(TensorShape input_shape, const std::vector &block_shape, const CropInfo &crop_info, TensorShape output_shape, DataType data_type, DataLayout data_layout) { ARM_COMPUTE_ERROR_ON(block_shape.size() != 2U); // Only support batch to 2D space (x, y) for now if(data_layout == DataLayout::NHWC) { permute(input_shape, PermutationVector(2U, 0U, 1U)); permute(output_shape, PermutationVector(2U, 0U, 1U)); } // Create tensors TensorType input = create_tensor(input_shape, data_type, 1, QuantizationInfo(), data_layout); TensorType output = create_tensor(output_shape, data_type, 1, QuantizationInfo(), data_layout); // Create and configure function FunctionType batch_to_space; batch_to_space.configure(&input, block_shape.at(0), block_shape.at(1), &output, crop_info); ARM_COMPUTE_ASSERT(input.info()->is_resizable()); ARM_COMPUTE_ASSERT(output.info()->is_resizable()); // Allocate tensors input.allocator()->allocate(); output.allocator()->allocate(); ARM_COMPUTE_ASSERT(!input.info()->is_resizable()); ARM_COMPUTE_ASSERT(!output.info()->is_resizable()); // Fill tensors fill(AccessorType(input), 0); // Compute function batch_to_space.run(); return output; } SimpleTensor compute_reference(const TensorShape &input_shape, const std::vector &block_shape, const CropInfo &crop_info, const TensorShape &output_shape, DataType data_type) { ARM_COMPUTE_ERROR_ON(block_shape.size() != 2U); // Only support batch to 2D space (x, y) for now // Create reference SimpleTensor input{ input_shape, data_type }; // Fill reference fill(input, 0); // Compute reference return reference::batch_to_space(input, block_shape, crop_info, output_shape); } TensorType _target{}; SimpleTensor _reference{}; }; } // namespace validation } // namespace test } // namespace arm_compute #endif /* ARM_COMPUTE_TEST_BATCH_TO_SPACE_LAYER_FIXTURE */