/* * Copyright (c) 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. */ #include "depthwise_common.hpp" #include "utils.hpp" using arm_gemm::iceildiv; namespace arm_conv { namespace depthwise { std::tuple get_reduced_view_for_dilation(size_t out_size, size_t in_size, const size_t d, const size_t dilation_factor, const size_t kernel_size, const size_t stride, const size_t orig_pad_before) { // Get the valid output range out_size = iceildiv(out_size - d, dilation_factor); // Compute the start offset and the amount of padding which applies to this // portion of the work. size_t start_pos = d * stride, pad_before = 0; if (start_pos < orig_pad_before) { pad_before = iceildiv(orig_pad_before - start_pos, dilation_factor); } start_pos += pad_before * dilation_factor - orig_pad_before; // Hence compute the valid input range in_size = start_pos < in_size ? iceildiv(in_size - start_pos, dilation_factor) : 0; // Finally, compute the "after" padding const size_t reqd_input = (out_size - 1) * stride + kernel_size; size_t pad_after = 0; if (reqd_input > (pad_before + in_size)) { pad_after = reqd_input - (pad_before + in_size); } return std::make_tuple(out_size, in_size, start_pos, pad_before, pad_after); } } // namespace depthwise } // namespace arm_conv