24 #ifndef __SPATIAL_STOCHASTIC_POOLING2D_LAYER_H__
25 #define __SPATIAL_STOCHASTIC_POOLING2D_LAYER_H__
27 #include "algorithms/algorithm.h"
28 #include "data_management/data/tensor.h"
29 #include "services/daal_defines.h"
30 #include "algorithms/neural_networks/layers/layer.h"
31 #include "algorithms/neural_networks/layers/spatial_pooling2d/spatial_stochastic_pooling2d_layer_types.h"
32 #include "algorithms/neural_networks/layers/spatial_pooling2d/spatial_stochastic_pooling2d_layer_forward.h"
33 #include "algorithms/neural_networks/layers/spatial_pooling2d/spatial_stochastic_pooling2d_layer_backward.h"
40 namespace neural_networks
47 namespace spatial_stochastic_pooling2d
77 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
78 class Batch :
public LayerIface
89 DAAL_DEPRECATED Batch(
size_t pyramidHeight,
size_t nDimensions) : parameter(pyramidHeight, nDimensions - 2, nDimensions - 1)
91 forward::Batch<algorithmFPType, method> *forwardLayerObject =
new forward::Batch<algorithmFPType, method>(parameter);
92 backward::Batch<algorithmFPType, method> *backwardLayerObject =
new backward::Batch<algorithmFPType, method>(parameter);
94 LayerIface::forwardLayer = services::SharedPtr<forward::Batch<algorithmFPType, method> >(forwardLayerObject);
95 LayerIface::backwardLayer = services::SharedPtr<backward::Batch<algorithmFPType, method> >(backwardLayerObject);
100 using interface1::Batch;
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::interface1::Parameter
Parameters for the spatial pyramid stochastic 2D pooling layer.
Definition: spatial_stochastic_pooling2d_layer_types.h:93
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::interface1::Batch::Batch
DAAL_DEPRECATED Batch(size_t pyramidHeight, size_t nDimensions)
Definition: spatial_stochastic_pooling2d_layer.h:89
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::interface1::Batch::parameter
Parameter parameter
Definition: spatial_stochastic_pooling2d_layer.h:81
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::interface1::Batch
Provides methods for the spatial pyramid stochastic 2D pooling layer in the batch processing mode...
Definition: spatial_stochastic_pooling2d_layer.h:78