clDNN
cldnn::region_yolo Struct Reference

Normalizes results so they sum to 1. More...

#include <region_yolo.hpp>

Inheritance diagram for cldnn::region_yolo:
Collaboration diagram for cldnn::region_yolo:

Public Types

typedef cldnn_region_yolo_desc dto
 

Public Member Functions

 region_yolo (const primitive_id &id, const primitive_id &input, const uint32_t coords, const uint32_t classes, const uint32_t num, const padding &output_padding=padding())
 Constructs region_yolo primitive. More...
 
 region_yolo (const dto *dto)
 Constructs a copy from C API cldnn_region_yolo_desc.
 
- Public Member Functions inherited from cldnn::primitive_base< region_yolo, cldnn_region_yolo_desc >
const cldnn_primitive_descget_dto () const override
 Returns pointer to a C API primitive descriptor casted to cldnn_primitive_desc.
 
- Public Member Functions inherited from cldnn::primitive
 primitive (const primitive_type_id &type, const primitive_id &id, const std::vector< primitive_id > &input, const padding &output_padding=padding())
 
 primitive (const cldnn_primitive_desc *dto)
 Constructs a copy from basic C API cldnn_primitive_desc.
 
std::vector< std::reference_wrapper< primitive_id > > dependecies ()
 Returns references to all primitive ids on which this primitive depends - inputs, weights, biases, etc.
 
std::vector< primitive_iddependecies () const
 Returns copy of all primitive ids on which this primitive depends - inputs, weights, biases, etc.
 
 operator primitive_id () const
 Implicit conversion to primiitive id.
 

Static Public Member Functions

static primitive_type_id type_id ()
 

Public Attributes

uint32_t coords
 Defines a scope of a region yolo normalization. More...
 
uint32_t classes
 
uint32_t num
 
- Public Attributes inherited from cldnn::primitive
const primitive_type_id type
 Primitive's type id.
 
const primitive_id id
 Primitive's id.
 
fixed_size_vector_ref input
 List of ids of input primitives.
 
padding output_padding
 Requested output padding.
 

Additional Inherited Members

- Protected Member Functions inherited from cldnn::primitive_base< region_yolo, cldnn_region_yolo_desc >
 primitive_base (const primitive_id &id, const std::vector< primitive_id > &input, const padding &output_padding=padding())
 
 primitive_base (const cldnn_region_yolo_desc *dto)
 
- Protected Member Functions inherited from cldnn::primitive
virtual std::vector< std::reference_wrapper< const primitive_id > > get_dependencies () const
 
- Protected Attributes inherited from cldnn::primitive
primitive_id_arr _input
 

Detailed Description

Normalizes results so they sum to 1.

Algorithm:
Where:

Definition at line 35 of file region_yolo.hpp.

Constructor & Destructor Documentation

◆ region_yolo()

cldnn::region_yolo::region_yolo ( const primitive_id id,
const primitive_id input,
const uint32_t  coords,
const uint32_t  classes,
const uint32_t  num,
const padding output_padding = padding() 
)
inline

Constructs region_yolo primitive.

Parameters
idThis primitive id.
inputInput primitive id.
dimensionDefines a scope of normalization (see #dimension).

Definition at line 43 of file region_yolo.hpp.

Member Data Documentation

◆ coords

uint32_t cldnn::region_yolo::coords

Defines a scope of a region yolo normalization.

Specific behaviour is determined by these parameters, as follows:

Definition at line 68 of file region_yolo.hpp.


The documentation for this struct was generated from the following file: