22 #ifndef __SPATIAL_STOCHASTIC_POOLING2D_LAYER_TYPES_H__
23 #define __SPATIAL_STOCHASTIC_POOLING2D_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/spatial_pooling2d/spatial_pooling2d_layer_types.h"
30 #include "algorithms/engines/mt19937/mt19937.h"
36 namespace neural_networks
46 namespace spatial_stochastic_pooling2d
64 lastLayerDataId = auxSelectedIndices
71 enum LayerDataNumericTableId
73 auxInputDimensions = lastLayerDataId + 1,
75 lastLayerDataNumericTableId = auxInputDimensions
90 struct DAAL_EXPORT Parameter:
public spatial_pooling2d::Parameter
98 Parameter(
size_t pyramidHeight,
size_t firstIndex,
size_t secondIndex) :
99 spatial_pooling2d::Parameter(pyramidHeight, firstIndex, secondIndex), seed(777), engine(engines::mt19937::Batch<>::create())
103 engines::EnginePtr engine;
108 using interface1::Parameter;
daal
Definition: algorithm_base_common.h:31
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:98
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::interface1::Parameter::engine
engines::EnginePtr engine
Definition: spatial_stochastic_pooling2d_layer_types.h:103
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:61
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::interface1::Parameter::seed
size_t seed
Definition: spatial_stochastic_pooling2d_layer_types.h:102
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::defaultDense
Definition: spatial_stochastic_pooling2d_layer_types.h:54
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:52
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:74
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:90
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::auxSelectedIndices
Definition: spatial_stochastic_pooling2d_layer_types.h:63
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:71
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::auxInputDimensions
Definition: spatial_stochastic_pooling2d_layer_types.h:73