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/*
* Copyright (c) 2020
*
* This file is part of FFmpeg.
*
* FFmpeg is free software; you can redistribute it and/or
* modify it under the terms of the GNU Lesser General Public
* License as published by the Free Software Foundation; either
* version 2.1 of the License, or (at your option) any later version.
*
* FFmpeg is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
* Lesser General Public License for more details.
*
* You should have received a copy of the GNU Lesser General Public
* License along with FFmpeg; if not, write to the Free Software
* Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
*/
/**
* @file
* DNN native backend implementation.
*/
#include <math.h>
#include "dnn_backend_native.h"
#include "dnn_backend_native_layer_mathunary.h"
int ff_dnn_load_layer_math_unary(Layer *layer, AVIOContext *model_file_context, int file_size, int operands_num)
{
DnnLayerMathUnaryParams *params;
int dnn_size = 0;
params = av_malloc(sizeof(*params));
if(!params)
return 0;
params->un_op = (int32_t)avio_rl32(model_file_context);
dnn_size += 4;
layer->params = params;
layer->input_operand_indexes[0] = (int32_t)avio_rl32(model_file_context);
layer->output_operand_index = (int32_t)avio_rl32(model_file_context);
dnn_size += 8;
if (layer->input_operand_indexes[0] >= operands_num || layer->output_operand_index >= operands_num) {
return 0;
}
return dnn_size;
}
int ff_dnn_execute_layer_math_unary(DnnOperand *operands, const int32_t *input_operand_indexes,
int32_t output_operand_index, const void *parameters, NativeContext *ctx)
{
const DnnOperand *input = &operands[input_operand_indexes[0]];
DnnOperand *output = &operands[output_operand_index];
const DnnLayerMathUnaryParams *params = parameters;
int dims_count;
const float *src;
float *dst;
for (int i = 0; i < 4; ++i)
output->dims[i] = input->dims[i];
output->data_type = input->data_type;
output->length = ff_calculate_operand_data_length(output);
if (output->length <= 0) {
av_log(ctx, AV_LOG_ERROR, "The output data length overflow\n");
return DNN_ERROR;
}
output->data = av_realloc(output->data, output->length);
if (!output->data) {
av_log(ctx, AV_LOG_ERROR, "Failed to reallocate memory for output\n");
return DNN_ERROR;
}
dims_count = ff_calculate_operand_dims_count(output);
src = input->data;
dst = output->data;
switch (params->un_op) {
case DMUO_ABS:
for (int i = 0; i < dims_count; ++i)
dst[i] = FFABS(src[i]);
return 0;
case DMUO_SIN:
for (int i = 0; i < dims_count; ++i)
dst[i] = sin(src[i]);
return 0;
case DMUO_COS:
for (int i = 0; i < dims_count; ++i)
dst[i] = cos(src[i]);
return 0;
case DMUO_TAN:
for (int i = 0; i < dims_count; ++i)
dst[i] = tan(src[i]);
return 0;
case DMUO_ASIN:
for (int i = 0; i < dims_count; ++i)
dst[i] = asin(src[i]);
return 0;
case DMUO_ACOS:
for (int i = 0; i < dims_count; ++i)
dst[i] = acos(src[i]);
return 0;
case DMUO_ATAN:
for (int i = 0; i < dims_count; ++i)
dst[i] = atan(src[i]);
return 0;
case DMUO_SINH:
for (int i = 0; i < dims_count; ++i)
dst[i] = sinh(src[i]);
return 0;
case DMUO_COSH:
for (int i = 0; i < dims_count; ++i)
dst[i] = cosh(src[i]);
return 0;
case DMUO_TANH:
for (int i = 0; i < dims_count; ++i)
dst[i] = tanh(src[i]);
return 0;
case DMUO_ASINH:
for (int i = 0; i < dims_count; ++i)
dst[i] = asinh(src[i]);
return 0;
case DMUO_ACOSH:
for (int i = 0; i < dims_count; ++i)
dst[i] = acosh(src[i]);
return 0;
case DMUO_ATANH:
for (int i = 0; i < dims_count; ++i)
dst[i] = atanh(src[i]);
return 0;
case DMUO_CEIL:
for (int i = 0; i < dims_count; ++i)
dst[i] = ceil(src[i]);
return 0;
case DMUO_FLOOR:
for (int i = 0; i < dims_count; ++i)
dst[i] = floor(src[i]);
return 0;
case DMUO_ROUND:
for (int i = 0; i < dims_count; ++i)
dst[i] = round(src[i]);
return 0;
case DMUO_EXP:
for (int i = 0; i < dims_count; ++i)
dst[i] = exp(src[i]);
return 0;
default:
av_log(ctx, AV_LOG_ERROR, "Unmatch math unary operator\n");
return DNN_ERROR;
}
}
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