This class represents a standard 3D Convolution Layer. More...
#include <ie_layers.h>
Public Member Functions | |
ConvolutionLayer (const LayerParams &p) | |
Creates a new ConvolutionLayer instance. | |
ConvolutionLayer & | operator= (const ConvolutionLayer &that) |
assignment operator | |
ConvolutionLayer (const ConvolutionLayer &that) | |
copy constructor | |
ConvolutionLayer (ConvolutionLayer &&)=default | |
move constructor | |
Public Member Functions inherited from InferenceEngine::WeightableLayer | |
WeightableLayer (const LayerParams &prms) | |
A default constructor. Constructs a WeightableLayer instance and initiates layer parameters with the given values. More... | |
Public Member Functions inherited from InferenceEngine::CNNLayer | |
CNNLayer (const LayerParams &prms) | |
A constructor. Creates a new CNNLayer instance and initializes layer parameters with the given values. More... | |
virtual | ~CNNLayer () |
A virtual destructor. | |
void | fuse (Ptr &layer) |
Sets a layer to be fused with. More... | |
virtual const DataPtr | input () const |
Returns the first element of the input data for this layer. More... | |
void | validateLayer () |
Checks if the input data and layer data are legitimate. | |
float | GetParamAsFloat (const char *param, float def) const |
Gets float value for the given parameter. More... | |
float | GetParamAsFloat (const char *param) const |
Returns a float value for the given layer parameter. More... | |
std::vector< float > | GetParamAsFloats (const char *param, std::vector< float > def) const |
Returns a vector of float values for the given parameter or returns the default value. More... | |
std::vector< float > | GetParamAsFloats (const char *param) const |
Returns a vector of float values for the given parameter. More... | |
int | GetParamAsInt (const char *param, int def) const |
Returns an integer value for the given parameter or returns the default value. More... | |
int | GetParamAsInt (const char *param) const |
Returns an integer value for the given parameter. More... | |
std::vector< int > | GetParamAsInts (const char *param, std::vector< int > def) const |
Returns a vector of int values for the given parameter or returns the default value. More... | |
std::vector< int > | GetParamAsInts (const char *param) const |
Returns a vector of int values for the given parameter. More... | |
unsigned int | GetParamAsUInt (const char *param, unsigned int def) const |
Returns an unsigned integer value for the given parameter or returns the default value. More... | |
unsigned int | GetParamAsUInt (const char *param) const |
Returns an unsigned integer value for the given parameter. More... | |
std::vector< unsigned int > | GetParamAsUInts (const char *param, std::vector< unsigned int > def) const |
Returns a vector of unsigned int values for the given parameter or returns the default value. More... | |
std::vector< unsigned int > | GetParamAsUInts (const char *param) const |
Returns a vector of unsigned int values for the given parameter. More... | |
bool | GetParamAsBool (const char *param, bool def) const |
Returns a boolean value for the given parameter. More... | |
bool | GetParamAsBool (const char *param) const |
Returns a boolean value for the given parameter. More... | |
std::string | GetParamAsString (const char *param, const char *def) const |
Returns a string value for the given parameter or returns the default one. More... | |
bool | CheckParamPresence (const char *param) const |
Checks the param presence in the layer. More... | |
std::string | GetParamAsString (const char *param) const |
Returns a string value for the given parameter. More... | |
std::vector< std::string > | GetParamAsStrings (const char *param, std::vector< std::string > def) const |
Data Fields | |
PropertyVector< unsigned int > | _kernel |
A convolution kernel array [X, Y, Z, ...]. | |
unsigned int & | _kernel_x = _kernel .at(X_AXIS) |
unsigned int & | _kernel_y = _kernel .at(Y_AXIS) |
PropertyVector< unsigned int > | _padding |
A convolution paddings begin array [X, Y, Z, ...]. | |
unsigned int & | _padding_x = _padding .at(X_AXIS) |
unsigned int & | _padding_y = _padding .at(Y_AXIS) |
PropertyVector< unsigned int > | _pads_end |
A convolution paddings end array [X, Y, Z, ...]. | |
PropertyVector< unsigned int > | _stride |
A convolution strides array [X, Y, Z, ...]. | |
unsigned int & | _stride_x = _stride .at(X_AXIS) |
unsigned int & | _stride_y = _stride .at(Y_AXIS) |
PropertyVector< unsigned int > | _dilation |
A convolution dilations array [X, Y, Z, ...]. | |
unsigned int & | _dilation_x = _dilation .at(X_AXIS) |
unsigned int & | _dilation_y = _dilation .at(Y_AXIS) |
unsigned int | _out_depth = 0u |
A number of output feature maps (size) generating the 3'rd output dimension. | |
unsigned int | _group = 1u |
Number of groups. | |
std::string | _auto_pad |
Auto padding type. | |
Data Fields inherited from InferenceEngine::WeightableLayer | |
Blob::Ptr | _weights |
A pointer to a weights blob. | |
Blob::Ptr | _biases |
A pointer to a biases blob. | |
Data Fields inherited from InferenceEngine::CNNLayer | |
std::string | name |
Layer name. | |
std::string | type |
Layer type. | |
Precision | precision |
Layer base operating precision. | |
std::vector< DataPtr > | outData |
A vector of pointers to the output data elements of this layer in the di-graph (order matters) | |
std::vector< DataWeakPtr > | insData |
A vector of weak pointers to the input data elements of this layer in the di-graph (order matters) | |
Ptr | _fusedWith |
If suggested to fuse - a pointer to the layer which needs to be fused with this layer. | |
UserValue | userValue |
Convenience user values to store in this object as extra data. | |
std::string | affinity |
Layer affinity set by user. | |
std::map< std::string, std::string > | params |
Map of pairs: (parameter name, parameter value) | |
std::map< std::string, Blob::Ptr > | blobs |
Map of pairs: (name, weights/biases blob) | |
Additional Inherited Members | |
Public Types inherited from InferenceEngine::CNNLayer | |
using | Ptr = std::shared_ptr< CNNLayer > |
A shared pointer to CNNLayer. | |
Static Public Member Functions inherited from InferenceEngine::CNNLayer | |
static float | ie_parse_float (const std::string &str) |
Parse string with float in accordance with IE rules. More... | |
static std::string | ie_serialize_float (float value) |
serialize float with c_locale formating used for default values serializing | |
This class represents a standard 3D Convolution Layer.