/* * Copyright (c) 2017-2018 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. */ #include "arm_compute/core/Helpers.h" #include "Convolution.h" #include "Utils.h" namespace arm_compute { namespace test { namespace validation { namespace reference { template SimpleTensor convolution(const SimpleTensor &src, DataType output_data_type, const int16_t *conv, uint32_t scale, BorderMode border_mode, uint8_t constant_border_value, const unsigned int width, const unsigned int height) { ARM_COMPUTE_ERROR_ON(scale == 0); ARM_COMPUTE_ERROR_ON(scale >= std::numeric_limits::max()); SimpleTensor dst(src.shape(), output_data_type); SimpleTensor sum(src.shape(), output_data_type); for(int element_idx = 0; element_idx < src.num_elements(); ++element_idx) { const Coordinates id = index2coord(src.shape(), element_idx); apply_2d_spatial_filter(id, src, sum, TensorShape(width, height), conv, 1, border_mode, constant_border_value); dst[element_idx] = saturate_cast(tensor_elem_at(sum, id, border_mode, constant_border_value) / static_cast(scale)); } return dst; } template SimpleTensor convolution(const SimpleTensor &src, DataType output_data_type, const int16_t *conv, uint32_t scale, BorderMode border_mode, uint8_t constant_border_value, const unsigned int widht, const unsigned int height); template SimpleTensor convolution(const SimpleTensor &src, DataType output_data_type, const int16_t *conv, uint32_t scale, BorderMode border_mode, uint8_t constant_border_value, const unsigned int widht, const unsigned int height); } // namespace reference } // namespace validation } // namespace test } // namespace arm_compute