/* * Copyright (c) 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 "Col2Im.h" #include "tests/validation/Helpers.h" #include "tests/validation/reference/Utils.h" namespace arm_compute { namespace test { namespace validation { namespace reference { template SimpleTensor col2im(const SimpleTensor &src, const TensorShape &dst_shape, unsigned int num_groups) { SimpleTensor dst{ dst_shape, src.data_type(), 1 }; // Compute reference const size_t batches = dst_shape.total_size() / (dst_shape.x() * dst_shape.y() * dst_shape.z()); const size_t src_width = src.shape().x(); const size_t src_height = src.shape().y(); if(num_groups == 1) { // Batches are on the 3rd dimension of the input tensor int dst_idx = 0; for(size_t b = 0; b < batches; ++b) { for(size_t x = 0; x < src_width; ++x) { for(size_t y = 0; y < src_height; ++y) { dst[dst_idx++] = src[coord2index(src.shape(), Coordinates(x, y, b))]; } } } } else { int dst_idx = 0; for(size_t b = 0; b < batches; ++b) { for(size_t g = 0; g < num_groups; ++g) { for(size_t x = 0; x < src_width; ++x) { for(size_t y = 0; y < src_height; ++y) { dst[dst_idx++] = src[coord2index(src.shape(), Coordinates(x, y, g, b))]; } } } } } return dst; } template SimpleTensor col2im(const SimpleTensor &src, const TensorShape &dst_shape, unsigned int num_groups); template SimpleTensor col2im(const SimpleTensor &src, const TensorShape &dst_shape, unsigned int num_groups); template SimpleTensor col2im(const SimpleTensor &src, const TensorShape &dst_shape, unsigned int num_groups); } // namespace reference } // namespace validation } // namespace test } // namespace arm_compute