48 #ifndef __POOLING1D_LAYER_TYPES_H__
49 #define __POOLING1D_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
93 KernelSize(
size_t first = 2) { size[0] = first;}
107 Stride(
size_t first = 2) { size[0] = first;}
123 Padding(
size_t first = 0) { size[0] = first;}
137 Index(
size_t first = 2) { size[0] = first;}
148 struct DAAL_EXPORT Parameter:
public layers::Parameter
158 Parameter(
size_t index,
size_t kernelSize = 2,
size_t stride = 2,
size_t padding = 0);
163 KernelSize kernelSize;
170 using interface1::Parameter;
171 using interface1::KernelSize;
172 using interface1::Stride;
173 using interface1::Padding;
174 using interface1::Index;
daal::algorithms::neural_networks::layers::pooling1d::interface1::Index::Index
Index(size_t first=2)
Definition: pooling1d_layer_types.h:137
daal::algorithms::neural_networks::layers::pooling1d::interface1::KernelSize::KernelSize
KernelSize(size_t first=2)
Definition: pooling1d_layer_types.h:93
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:116
daal
Definition: algorithm_base_common.h:57
daal::algorithms::neural_networks::layers::pooling1d::interface1::Padding::Padding
Padding(size_t first=0)
Definition: pooling1d_layer_types.h:123
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:101
daal::algorithms::neural_networks::layers::pooling1d::interface1::Parameter::padding
Padding padding
Definition: pooling1d_layer_types.h:161
daal::algorithms::neural_networks::layers::pooling1d::interface1::Parameter::kernelSize
KernelSize kernelSize
Definition: pooling1d_layer_types.h:163
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:86
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:131
daal::algorithms::neural_networks::layers::pooling1d::interface1::Parameter
Parameters for the forward and backward pooling layers.
Definition: pooling1d_layer_types.h:148
daal::algorithms::neural_networks::layers::pooling1d::interface1::Parameter::stride
Stride stride
Definition: pooling1d_layer_types.h:160
daal::algorithms::neural_networks::layers::pooling1d::interface1::Stride::Stride
Stride(size_t first=2)
Definition: pooling1d_layer_types.h:107
daal::algorithms::neural_networks::layers::pooling1d::interface1::Parameter::index
Index index
Definition: pooling1d_layer_types.h:165