48 #ifndef __LOCALLYCONNECTED2D_LAYER_TYPES_H__ 49 #define __LOCALLYCONNECTED2D_LAYER_TYPES_H__ 51 #include "algorithms/algorithm.h" 52 #include "data_management/data/tensor.h" 53 #include "data_management/data/homogen_tensor.h" 54 #include "services/daal_defines.h" 55 #include "algorithms/neural_networks/layers/layer_types.h" 61 namespace neural_networks
71 namespace locallyconnected2d
90 lastLayerDataId = auxWeights
104 KernelSizes(
size_t first,
size_t second) { size[0] = first; size[1] = second; }
119 Strides(
size_t first,
size_t second) { size[0] = first; size[1] = second; }
136 Paddings(
int first,
int second) { size[0] = first; size[1] = second; }
151 Indices(
size_t first,
size_t second) { dims[0] = first; dims[1] = second; }
161 class DAAL_EXPORT Parameter:
public layers::Parameter
170 size_t groupDimension;
171 KernelSizes kernelSizes;
182 services::Status check()
const;
186 using interface1::Parameter;
daal::services::interface1::Status
Class that holds the results of API calls. In case of API routine failure it contains the list of err...
Definition: error_handling.h:491
daal
Definition: algorithm_base_common.h:57
daal::algorithms::neural_networks::layers::locallyconnected2d::Method
Method
Definition: locallyconnected2d_layer_types.h:77
daal::algorithms::neural_networks::layers::locallyconnected2d::KernelSizes::KernelSizes
KernelSizes(size_t first, size_t second)
Definition: locallyconnected2d_layer_types.h:104
daal::algorithms::neural_networks::layers::interface1::Parameter
Definition: layer_types.h:110
daal::algorithms::neural_networks::layers::locallyconnected2d::auxWeights
Definition: locallyconnected2d_layer_types.h:89
daal::algorithms::neural_networks::layers::locallyconnected2d::LayerDataId
LayerDataId
Definition: locallyconnected2d_layer_types.h:86
daal::algorithms::neural_networks::layers::locallyconnected2d::Indices::Indices
Indices(size_t first, size_t second)
Definition: locallyconnected2d_layer_types.h:151
daal::algorithms::neural_networks::layers::locallyconnected2d::auxData
Definition: locallyconnected2d_layer_types.h:88
daal::algorithms::neural_networks::layers::locallyconnected2d::KernelSizes
Data structure representing the size of the two-dimensional kernel subtensor.
Definition: locallyconnected2d_layer_types.h:97
daal::algorithms::neural_networks::layers::locallyconnected2d::defaultDense
Definition: locallyconnected2d_layer_types.h:79
daal::algorithms::neural_networks::layers::locallyconnected2d::Indices
Data structure representing the indices of the two dimensions on which 2D locally connected is perfor...
Definition: locallyconnected2d_layer_types.h:144
daal::algorithms::neural_networks::layers::locallyconnected2d::interface1::Parameter::nKernels
size_t nKernels
Definition: locallyconnected2d_layer_types.h:174
daal::algorithms::neural_networks::layers::locallyconnected2d::interface1::Parameter::kernelSizes
KernelSizes kernelSizes
Definition: locallyconnected2d_layer_types.h:171
daal::algorithms::neural_networks::layers::locallyconnected2d::interface1::Parameter::paddings
Paddings paddings
Definition: locallyconnected2d_layer_types.h:173
daal::algorithms::neural_networks::layers::locallyconnected2d::Strides
Data structure representing the intervals on which the subtensors for 2D locally connected are select...
Definition: locallyconnected2d_layer_types.h:112
daal::algorithms::neural_networks::layers::locallyconnected2d::interface1::Parameter::groupDimension
size_t groupDimension
Definition: locallyconnected2d_layer_types.h:170
daal::algorithms::neural_networks::layers::locallyconnected2d::Paddings::Paddings
Paddings(int first, int second)
Definition: locallyconnected2d_layer_types.h:136
daal::algorithms::neural_networks::layers::locallyconnected2d::interface1::Parameter::nGroups
size_t nGroups
Definition: locallyconnected2d_layer_types.h:175
daal::algorithms::neural_networks::layers::locallyconnected2d::interface1::Parameter::indices
Indices indices
Definition: locallyconnected2d_layer_types.h:169
daal::algorithms::neural_networks::layers::locallyconnected2d::Paddings
Data structure representing the number of data elements to implicitly add to each size of the two-dim...
Definition: locallyconnected2d_layer_types.h:128
daal::algorithms::neural_networks::layers::locallyconnected2d::Strides::Strides
Strides(size_t first, size_t second)
Definition: locallyconnected2d_layer_types.h:119
daal::algorithms::neural_networks::layers::locallyconnected2d::interface1::Parameter::strides
Strides strides
Definition: locallyconnected2d_layer_types.h:172
daal::algorithms::neural_networks::layers::locallyconnected2d::interface1::Parameter
2D locally connected layer parameters
Definition: locallyconnected2d_layer_types.h:161