22 #ifndef __POOLING1D_LAYER_TYPES_H__
23 #define __POOLING1D_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
67 KernelSize(
size_t first = 2) { size[0] = first;}
81 Stride(
size_t first = 2) { size[0] = first;}
97 Padding(
size_t first = 0) { size[0] = first;}
111 Index(
size_t first = 2) { size[0] = first;}
122 struct DAAL_EXPORT Parameter:
public layers::Parameter
132 Parameter(
size_t index,
size_t kernelSize = 2,
size_t stride = 2,
size_t padding = 0);
137 KernelSize kernelSize;
144 using interface1::Parameter;
145 using interface1::KernelSize;
146 using interface1::Stride;
147 using interface1::Padding;
148 using interface1::Index;
daal::algorithms::neural_networks::layers::pooling1d::interface1::Index::Index
Index(size_t first=2)
Definition: pooling1d_layer_types.h:111
daal::algorithms::neural_networks::layers::pooling1d::interface1::KernelSize::KernelSize
KernelSize(size_t first=2)
Definition: pooling1d_layer_types.h:67
daal::algorithms::neural_networks::layers::pooling1d::interface1::Padding
Data structure representing the number of data elements to implicitly add to each side of the 1D subt...
Definition: pooling1d_layer_types.h:90
daal
Definition: algorithm_base_common.h:31
daal::algorithms::neural_networks::layers::pooling1d::interface1::Padding::Padding
Padding(size_t first=0)
Definition: pooling1d_layer_types.h:97
daal::algorithms::neural_networks::layers::pooling1d::interface1::Stride
Data structure representing the intervals on which the subtensors for pooling are computed...
Definition: pooling1d_layer_types.h:75
daal::algorithms::neural_networks::layers::pooling1d::interface1::Parameter::padding
Padding padding
Definition: pooling1d_layer_types.h:135
daal::algorithms::neural_networks::layers::pooling1d::interface1::Parameter::kernelSize
KernelSize kernelSize
Definition: pooling1d_layer_types.h:137
daal::algorithms::neural_networks::layers::pooling1d::interface1::KernelSize
Data structure representing the size of the 1D subtensor from which the element is computed...
Definition: pooling1d_layer_types.h:60
daal::algorithms::neural_networks::layers::pooling1d::interface1::Index
Data structure representing the indices of the dimension on which pooling is performed.
Definition: pooling1d_layer_types.h:105
daal::algorithms::neural_networks::layers::pooling1d::interface1::Parameter
Parameters for the forward and backward pooling layers.
Definition: pooling1d_layer_types.h:122
daal::algorithms::neural_networks::layers::pooling1d::interface1::Parameter::stride
Stride stride
Definition: pooling1d_layer_types.h:134
daal::algorithms::neural_networks::layers::pooling1d::interface1::Stride::Stride
Stride(size_t first=2)
Definition: pooling1d_layer_types.h:81
daal::algorithms::neural_networks::layers::pooling1d::interface1::Parameter::index
Index index
Definition: pooling1d_layer_types.h:139