48 #ifndef __POOLING2D_LAYER_TYPES_H__ 49 #define __POOLING2D_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
94 KernelSizes(
size_t first = 2,
size_t second = 2) { size[0] = first; size[1] = second; }
109 Strides(
size_t first = 2,
size_t second = 2) { size[0] = first; size[1] = second; }
126 Paddings(
size_t first = 2,
size_t second = 2) { size[0] = first; size[1] = second; }
141 Indices(
size_t first = 2,
size_t second = 3) { size[0] = first; size[1] = second; }
152 struct DAAL_EXPORT Parameter:
public layers::Parameter
167 Parameter(
size_t firstIndex,
size_t secondIndex,
size_t firstKernelSize = 2,
size_t secondKernelSize = 2,
168 size_t firstStride = 2,
size_t secondStride = 2,
size_t firstPadding = 0,
size_t secondPadding = 0);
173 KernelSizes kernelSizes;
180 using interface1::Parameter;
181 using interface1::KernelSizes;
182 using interface1::Strides;
183 using interface1::Paddings;
184 using interface1::Indices;
daal::algorithms::neural_networks::layers::pooling2d::interface1::Indices::Indices
Indices(size_t first=2, size_t second=3)
Definition: pooling2d_layer_types.h:141
daal::algorithms::neural_networks::layers::pooling2d::interface1::Parameter::strides
Strides strides
Definition: pooling2d_layer_types.h:170
daal
Definition: algorithm_base_common.h:57
daal::algorithms::neural_networks::layers::interface1::Parameter
Definition: layer_types.h:110
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:118
daal::algorithms::neural_networks::layers::pooling2d::interface1::Strides::Strides
Strides(size_t first=2, size_t second=2)
Definition: pooling2d_layer_types.h:109
daal::algorithms::neural_networks::layers::pooling2d::interface1::KernelSizes::KernelSizes
KernelSizes(size_t first=2, size_t second=2)
Definition: pooling2d_layer_types.h:94
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:86
daal::algorithms::neural_networks::layers::pooling2d::interface1::Parameter
Parameters for the forward and backward two-dimensional pooling layers.
Definition: pooling2d_layer_types.h:152
daal::algorithms::neural_networks::layers::pooling2d::interface1::Parameter::paddings
Paddings paddings
Definition: pooling2d_layer_types.h:171
daal::algorithms::neural_networks::layers::pooling2d::interface1::Paddings::Paddings
Paddings(size_t first=2, size_t second=2)
Definition: pooling2d_layer_types.h:126
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:102
daal::algorithms::neural_networks::layers::pooling2d::interface1::Parameter::kernelSizes
KernelSizes kernelSizes
Definition: pooling2d_layer_types.h:173
daal::algorithms::neural_networks::layers::pooling2d::interface1::Parameter::indices
Indices indices
Definition: pooling2d_layer_types.h:175
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:134