22 #ifndef __POOLING3D_LAYER_TYPES_H__
23 #define __POOLING3D_LAYER_TYPES_H__
25 #include "algorithms/algorithm.h"
26 #include "data_management/data/tensor.h"
27 #include "data_management/data/homogen_tensor.h"
28 #include "services/daal_defines.h"
29 #include "algorithms/neural_networks/layers/layer_types.h"
35 namespace neural_networks
69 KernelSizes(
size_t first = 2,
size_t second = 2,
size_t third = 2)
90 Strides(
size_t first = 2,
size_t second = 2,
size_t third = 2)
113 Paddings(
size_t first = 2,
size_t second = 2,
size_t third = 2)
134 Indices(
size_t first = 0,
size_t second = 1,
size_t third = 2)
150 struct DAAL_EXPORT Parameter:
public layers::Parameter
170 Parameter(
size_t firstIndex,
size_t secondIndex,
size_t thirdIndex,
171 size_t firstKernelSize = 2,
size_t secondKernelSize = 2,
size_t thirdKernelSize = 2,
172 size_t firstStride = 2,
size_t secondStride = 2,
size_t thirdStride = 2,
173 size_t firstPadding = 0,
size_t secondPadding = 0,
size_t thirdPadding = 0);
178 KernelSizes kernelSizes;
185 using interface1::Parameter;
186 using interface1::KernelSizes;
187 using interface1::Strides;
188 using interface1::Paddings;
189 using interface1::Indices;
daal::algorithms::neural_networks::layers::pooling3d::interface1::Parameter::kernelSizes
KernelSizes kernelSizes
Definition: pooling3d_layer_types.h:178
daal::algorithms::neural_networks::layers::pooling3d::interface1::Parameter
Parameters for the forward and backward pooling layers.
Definition: pooling3d_layer_types.h:150
daal::algorithms::neural_networks::layers::pooling3d::interface1::KernelSizes
Data structure representing the size of the 3D subtensor from which the element is computed...
Definition: pooling3d_layer_types.h:60
daal
Definition: algorithm_base_common.h:31
daal::algorithms::neural_networks::layers::pooling3d::interface1::Parameter::paddings
Paddings paddings
Definition: pooling3d_layer_types.h:176
daal::algorithms::neural_networks::layers::pooling3d::interface1::Strides
Data structure representing the intervals on which the subtensors for pooling are computed...
Definition: pooling3d_layer_types.h:82
daal::algorithms::neural_networks::layers::pooling3d::interface1::Paddings
Data structure representing the number of data elements to implicitly add to each size of the three-d...
Definition: pooling3d_layer_types.h:104
daal::algorithms::neural_networks::layers::pooling3d::interface1::Parameter::strides
Strides strides
Definition: pooling3d_layer_types.h:175
daal::algorithms::neural_networks::layers::pooling3d::interface1::Strides::Strides
Strides(size_t first=2, size_t second=2, size_t third=2)
Definition: pooling3d_layer_types.h:90
daal::algorithms::neural_networks::layers::pooling3d::interface1::Indices::Indices
Indices(size_t first=0, size_t second=1, size_t third=2)
Definition: pooling3d_layer_types.h:134
daal::algorithms::neural_networks::layers::pooling3d::interface1::KernelSizes::KernelSizes
KernelSizes(size_t first=2, size_t second=2, size_t third=2)
Definition: pooling3d_layer_types.h:69
daal::algorithms::neural_networks::layers::pooling3d::interface1::Paddings::Paddings
Paddings(size_t first=2, size_t second=2, size_t third=2)
Definition: pooling3d_layer_types.h:113
daal::algorithms::neural_networks::layers::pooling3d::interface1::Parameter::indices
Indices indices
Definition: pooling3d_layer_types.h:180
daal::algorithms::neural_networks::layers::pooling3d::interface1::Indices
Data structure representing the indices of the three dimensions on which pooling is performed...
Definition: pooling3d_layer_types.h:126