24 #ifndef __SPATIAL_STOCHASTIC_POOLING2D_LAYER_TYPES_H__
25 #define __SPATIAL_STOCHASTIC_POOLING2D_LAYER_TYPES_H__
27 #include "algorithms/algorithm.h"
28 #include "data_management/data/tensor.h"
29 #include "data_management/data/homogen_tensor.h"
30 #include "services/daal_defines.h"
31 #include "algorithms/neural_networks/layers/spatial_pooling2d/spatial_pooling2d_layer_types.h"
32 #include "algorithms/engines/mt19937/mt19937.h"
38 namespace neural_networks
48 namespace spatial_stochastic_pooling2d
66 lastLayerDataId = auxSelectedIndices
73 enum LayerDataNumericTableId
75 auxInputDimensions = lastLayerDataId + 1,
77 lastLayerDataNumericTableId = auxInputDimensions
93 struct DAAL_EXPORT Parameter:
public spatial_pooling2d::Parameter
102 Parameter(
size_t pyramidHeight,
size_t firstIndex,
size_t secondIndex) :
103 spatial_pooling2d::Parameter(pyramidHeight, firstIndex, secondIndex), seed(777), engine(engines::mt19937::Batch<>::create())
107 engines::EnginePtr engine;
112 using interface1::Parameter;
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::auxInputDimensions
Definition: spatial_stochastic_pooling2d_layer_types.h:75
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::LayerDataNumericTableId
LayerDataNumericTableId
Identifiers of input numeric tables for the backward spatial pyramid stochastic 2D pooling layer and ...
Definition: spatial_stochastic_pooling2d_layer_types.h:73
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::Method
Method
Computation methods for the spatial pyramid stochastic 2D pooling layer.
Definition: spatial_stochastic_pooling2d_layer_types.h:54
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::interface1::Parameter::seed
size_t seed
Definition: spatial_stochastic_pooling2d_layer_types.h:106
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::defaultDense
Definition: spatial_stochastic_pooling2d_layer_types.h:56
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
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::interface1::Parameter::Parameter
Parameter(size_t pyramidHeight, size_t firstIndex, size_t secondIndex)
Definition: spatial_stochastic_pooling2d_layer_types.h:102
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::auxSelectedIndices
Definition: spatial_stochastic_pooling2d_layer_types.h:65
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::interface1::Parameter::engine
engines::EnginePtr engine
Definition: spatial_stochastic_pooling2d_layer_types.h:107
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::LayerDataId
LayerDataId
Identifiers of input tensors for the backward spatial pyramid stochastic 2D pooling layer and results...
Definition: spatial_stochastic_pooling2d_layer_types.h:63