/* * 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 #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; } }