2 * Copyright (c) 2018 Sergey Lavrushkin
4 * This file is part of FFmpeg.
6 * FFmpeg is free software; you can redistribute it and/or
7 * modify it under the terms of the GNU Lesser General Public
8 * License as published by the Free Software Foundation; either
9 * version 2.1 of the License, or (at your option) any later version.
11 * FFmpeg is distributed in the hope that it will be useful,
12 * but WITHOUT ANY WARRANTY; without even the implied warranty of
13 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
14 * Lesser General Public License for more details.
16 * You should have received a copy of the GNU Lesser General Public
17 * License along with FFmpeg; if not, write to the Free Software
18 * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
23 * DNN native backend implementation.
26 #include "dnn_backend_native.h"
27 #include "libavutil/avassert.h"
28 #include "dnn_backend_native_layer_depth2space.h"
30 int depth_to_space(DnnOperand *operands, const int32_t *input_operand_indexes, int32_t output_operand_index, int block_size)
33 int32_t input_operand_index = input_operand_indexes[0];
34 int number = operands[input_operand_index].dims[0];
35 int height = operands[input_operand_index].dims[1];
36 int width = operands[input_operand_index].dims[2];
37 int channels = operands[input_operand_index].dims[3];
38 const float *input = operands[input_operand_index].data;
41 int new_channels = channels / (block_size * block_size);
42 int output_linesize = width * channels;
43 int by_linesize = output_linesize / block_size;
44 int x_linesize = new_channels * block_size;
46 DnnOperand *output_operand = &operands[output_operand_index];
47 output_operand->dims[0] = number;
48 output_operand->dims[1] = height * block_size;
49 output_operand->dims[2] = width * block_size;
50 output_operand->dims[3] = new_channels;
51 output_operand->length = calculate_operand_data_length(output_operand);
52 output_operand->data = av_realloc(output_operand->data, output_operand->length);
53 if (!output_operand->data)
55 output = output_operand->data;
57 for (y = 0; y < height; ++y){
58 for (x = 0; x < width; ++x){
59 for (by = 0; by < block_size; ++by){
60 for (bx = 0; bx < block_size; ++bx){
61 for (ch = 0; ch < new_channels; ++ch){
62 output[by * by_linesize + x * x_linesize + bx * new_channels + ch] = input[ch];
64 input += new_channels;
68 output += output_linesize;