dnn_backend_native.h File Reference

#include "../dnn_interface.h"
#include "libavformat/avio.h"

Go to the source code of this file.

Data Structures
struct	Layer
struct	DnnOperand
struct	InputParams
struct	ConvolutionalNetwork

Enumerations
enum	DNNLayerType {   DLT_INPUT = 0, DLT_CONV2D = 1, DLT_DEPTH_TO_SPACE = 2, DLT_MIRROR_PAD = 3,   DLT_MAXIMUM = 4, DLT_MATH_BINARY = 5, DLT_MATH_UNARY = 6, DLT_COUNT }
	the enum value of DNNLayerType should not be changed, the same values are used in convert_from_tensorflow.py and, it is used to index the layer execution/load function pointer. More...
enum	DNNOperandType { DOT_INPUT = 1, DOT_OUTPUT = 2, DOT_INTERMEDIATE = DOT_INPUT | DOT_OUTPUT }

Functions
DNNModel *	ff_dnn_load_model_native (const char *model_filename)
DNNReturnType	ff_dnn_execute_model_native (const DNNModel *model, DNNData *outputs, uint32_t nb_output)
void	ff_dnn_free_model_native (DNNModel **model)
int32_t	calculate_operand_data_length (const DnnOperand *oprd)
int32_t	calculate_operand_dims_count (const DnnOperand *oprd)

Detailed Description

DNN inference functions interface for native backend.

Definition in file dnn_backend_native.h.

Enumeration Type Documentation

DNNLayerType

enum DNNLayerType

the enum value of DNNLayerType should not be changed, the same values are used in convert_from_tensorflow.py and, it is used to index the layer execution/load function pointer.

Enumerator
DLT_INPUT
DLT_CONV2D
DLT_DEPTH_TO_SPACE
DLT_MIRROR_PAD
DLT_MAXIMUM
DLT_MATH_BINARY
DLT_MATH_UNARY
DLT_COUNT

Definition at line 38 of file dnn_backend_native.h.

DNNOperandType

enum DNNOperandType

Enumerator
DOT_INPUT
DOT_OUTPUT
DOT_INTERMEDIATE

Definition at line 49 of file dnn_backend_native.h.

Function Documentation

ff_dnn_load_model_native()

DNNModel* ff_dnn_load_model_native

(

const char *

model_filename

)

check file header with string and version

Definition at line 118 of file dnn_backend_native.c.

Referenced by ff_get_dnn_module(), and load_native_model().

ff_dnn_execute_model_native()

DNNReturnType ff_dnn_execute_model_native	(	const DNNModel *	model,
		DNNData *	outputs,
		uint32_t	nb_output
	)

Definition at line 257 of file dnn_backend_native.c.

Referenced by ff_get_dnn_module().

ff_dnn_free_model_native()

void ff_dnn_free_model_native

(

DNNModel **

model

)

Definition at line 309 of file dnn_backend_native.c.

Referenced by ff_dnn_load_model_native(), ff_get_dnn_module(), and load_native_model().

calculate_operand_data_length()

int32_t calculate_operand_data_length

(

const DnnOperand *

oprd

)

Definition at line 297 of file dnn_backend_native.c.

Referenced by dnn_execute_layer_conv2d(), dnn_execute_layer_depth2space(), dnn_execute_layer_math_binary(), dnn_execute_layer_math_unary(), dnn_execute_layer_maximum(), dnn_execute_layer_pad(), and set_input_output_native().

calculate_operand_dims_count()

int32_t calculate_operand_dims_count

(

const DnnOperand *

oprd

)

Definition at line 288 of file dnn_backend_native.c.

Referenced by dnn_execute_layer_math_binary(), dnn_execute_layer_math_unary(), and dnn_execute_layer_maximum().