48 #ifndef __CONVOLUTION2D_LAYER_TYPES_H__
49 #define __CONVOLUTION2D_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 convolution2d
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;
179 using interface1::Parameter;
daal::algorithms::neural_networks::layers::convolution2d::KernelSizes::KernelSizes
KernelSizes(size_t first, size_t second)
Definition: convolution2d_layer_types.h:104
daal::algorithms::neural_networks::layers::convolution2d::interface1::Parameter::indices
Indices indices
Definition: convolution2d_layer_types.h:169
daal::algorithms::neural_networks::layers::convolution2d::Paddings
Data structure representing the number of data elements to implicitly add to each size of the two-dim...
Definition: convolution2d_layer_types.h:128
daal
Definition: algorithm_base_common.h:57
daal::algorithms::neural_networks::layers::convolution2d::Indices
Data structure representing the indices of the two dimensions on which 2D convolution is performed...
Definition: convolution2d_layer_types.h:144
daal::algorithms::neural_networks::layers::convolution2d::defaultDense
Definition: convolution2d_layer_types.h:79
daal::algorithms::neural_networks::layers::convolution2d::Method
Method
Definition: convolution2d_layer_types.h:77
daal::algorithms::neural_networks::layers::convolution2d::LayerDataId
LayerDataId
Definition: convolution2d_layer_types.h:86
daal::algorithms::neural_networks::layers::convolution2d::interface1::Parameter::groupDimension
size_t groupDimension
Definition: convolution2d_layer_types.h:170
daal::algorithms::neural_networks::layers::convolution2d::auxData
Definition: convolution2d_layer_types.h:88
daal::algorithms::neural_networks::layers::convolution2d::interface1::Parameter::strides
Strides strides
Definition: convolution2d_layer_types.h:172
daal::algorithms::neural_networks::layers::convolution2d::Strides::Strides
Strides(size_t first, size_t second)
Definition: convolution2d_layer_types.h:119
daal::algorithms::neural_networks::layers::convolution2d::interface1::Parameter
2D convolution layer parameters
Definition: convolution2d_layer_types.h:161
daal::algorithms::neural_networks::layers::convolution2d::KernelSizes
Data structure representing the size of the two-dimensional kernel subtensor.
Definition: convolution2d_layer_types.h:97
daal::algorithms::neural_networks::layers::convolution2d::Strides
Data structure representing the intervals on which the subtensors for 2D convolution are selected...
Definition: convolution2d_layer_types.h:112
daal::algorithms::neural_networks::layers::convolution2d::interface1::Parameter::paddings
Paddings paddings
Definition: convolution2d_layer_types.h:173
daal::algorithms::neural_networks::layers::convolution2d::interface1::Parameter::nKernels
size_t nKernels
Definition: convolution2d_layer_types.h:174
daal::algorithms::neural_networks::layers::convolution2d::auxWeights
Definition: convolution2d_layer_types.h:89
daal::algorithms::neural_networks::layers::convolution2d::Indices::Indices
Indices(size_t first, size_t second)
Definition: convolution2d_layer_types.h:151
daal::algorithms::neural_networks::layers::convolution2d::Paddings::Paddings
Paddings(int first, int second)
Definition: convolution2d_layer_types.h:136
daal::algorithms::neural_networks::layers::convolution2d::interface1::Parameter::nGroups
size_t nGroups
Definition: convolution2d_layer_types.h:175
daal::algorithms::neural_networks::layers::convolution2d::interface1::Parameter::kernelSizes
KernelSizes kernelSizes
Definition: convolution2d_layer_types.h:171