24 #ifndef __POOLING2D_LAYER_TYPES_H__
25 #define __POOLING2D_LAYER_TYPES_H__
27 #include "algorithms/algorithm.h"
28 #include "data_management/data/tensor.h"
29 #include "data_management/data/homogen_tensor.h"
30 #include "services/daal_defines.h"
31 #include "algorithms/neural_networks/layers/layer_types.h"
37 namespace neural_networks
72 DAAL_DEPRECATED KernelSizes(
size_t first = 2,
size_t second = 2) { size[0] = first; size[1] = second; }
89 DAAL_DEPRECATED Strides(
size_t first = 2,
size_t second = 2) { size[0] = first; size[1] = second; }
108 DAAL_DEPRECATED Paddings(
size_t first = 2,
size_t second = 2) { size[0] = first; size[1] = second; }
125 DAAL_DEPRECATED Indices(
size_t first = 2,
size_t second = 3) { size[0] = first; size[1] = second; }
138 struct DAAL_EXPORT Parameter:
public layers::Parameter
154 DAAL_DEPRECATED Parameter(
size_t firstIndex,
size_t secondIndex,
size_t firstKernelSize = 2,
size_t secondKernelSize = 2,
155 size_t firstStride = 2,
size_t secondStride = 2,
size_t firstPadding = 0,
size_t secondPadding = 0);
160 KernelSizes kernelSizes;
167 using interface1::Parameter;
168 using interface1::KernelSizes;
169 using interface1::Strides;
170 using interface1::Paddings;
171 using interface1::Indices;
daal::algorithms::neural_networks::layers::pooling2d::interface1::Indices
Data structure representing the indices of the two dimensions on which pooling is performed...
Definition: pooling2d_layer_types.h:117
daal::algorithms::neural_networks::layers::pooling2d::interface1::Paddings
Data structure representing the number of data elements to implicitly add to each side of the 2D subt...
Definition: pooling2d_layer_types.h:99
daal::algorithms::neural_networks::layers::pooling2d::interface1::Parameter::kernelSizes
KernelSizes kernelSizes
Definition: pooling2d_layer_types.h:160
daal::algorithms::neural_networks::layers::pooling2d::interface1::Strides::Strides
DAAL_DEPRECATED Strides(size_t first=2, size_t second=2)
Definition: pooling2d_layer_types.h:89
daal::algorithms::neural_networks::layers::pooling2d::interface1::Parameter
Parameters for the forward and backward two-dimensional pooling layers.
Definition: pooling2d_layer_types.h:138
daal::algorithms::neural_networks::layers::pooling2d::interface1::Paddings::Paddings
DAAL_DEPRECATED Paddings(size_t first=2, size_t second=2)
Definition: pooling2d_layer_types.h:108
daal::algorithms::neural_networks::layers::pooling2d::interface1::KernelSizes::KernelSizes
DAAL_DEPRECATED KernelSizes(size_t first=2, size_t second=2)
Definition: pooling2d_layer_types.h:72
daal::algorithms::neural_networks::layers::pooling2d::interface1::Parameter::strides
Strides strides
Definition: pooling2d_layer_types.h:157
daal::algorithms::neural_networks::layers::pooling2d::interface1::Parameter::indices
Indices indices
Definition: pooling2d_layer_types.h:162
daal::algorithms::neural_networks::layers::pooling2d::interface1::Strides
Data structure representing the intervals on which the subtensors for pooling are computed...
Definition: pooling2d_layer_types.h:81
daal::algorithms::neural_networks::layers::pooling2d::interface1::Parameter::paddings
Paddings paddings
Definition: pooling2d_layer_types.h:158
daal::algorithms::neural_networks::layers::pooling2d::interface1::KernelSizes
Data structure representing the size of the 2D subtensor from which the element is computed...
Definition: pooling2d_layer_types.h:63
daal::algorithms::neural_networks::layers::pooling2d::interface1::Indices::Indices
DAAL_DEPRECATED Indices(size_t first=2, size_t second=3)
Definition: pooling2d_layer_types.h:125