C++ API Reference for Intel® Data Analytics Acceleration Library 2018 Update 2

spatial_stochastic_pooling2d_layer_types.h
1 /* file: spatial_stochastic_pooling2d_layer_types.h */
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41 
42 /*
43 //++
44 // Implementation of spatial pyramid stochastic 2D pooling layer.
45 //--
46 */
47 
48 #ifndef __SPATIAL_STOCHASTIC_POOLING2D_LAYER_TYPES_H__
49 #define __SPATIAL_STOCHASTIC_POOLING2D_LAYER_TYPES_H__
50 
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/spatial_pooling2d/spatial_pooling2d_layer_types.h"
56 #include "algorithms/engines/mt19937/mt19937.h"
57 
58 namespace daal
59 {
60 namespace algorithms
61 {
62 namespace neural_networks
63 {
64 namespace layers
65 {
72 namespace spatial_stochastic_pooling2d
73 {
78 enum Method
79 {
80  defaultDense = 0
81 };
82 
87 enum LayerDataId
88 {
89  auxSelectedIndices,
90  lastLayerDataId = auxSelectedIndices
91 };
92 
97 enum LayerDataNumericTableId
98 {
99  auxInputDimensions = lastLayerDataId + 1,
101  lastLayerDataNumericTableId = auxInputDimensions
102 };
103 
107 namespace interface1
108 {
115 /* [Parameter source code] */
116 struct DAAL_EXPORT Parameter: public spatial_pooling2d::Parameter
117 {
124  Parameter(size_t pyramidHeight, size_t firstIndex, size_t secondIndex) :
125  spatial_pooling2d::Parameter(pyramidHeight, firstIndex, secondIndex), seed(777), engine(engines::mt19937::Batch<>::create())
126  {}
127 
128  size_t seed;
129  engines::EnginePtr engine;
130 };
131 /* [Parameter source code] */
132 
133 } // interface1
134 using interface1::Parameter;
135 
136 } // namespace spatial_stochastic_pooling2d
138 } // namespace layers
139 } // namespace neural_networks
140 } // namespace algorithm
141 } // namespace daal
142 
143 #endif
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:78
daal
Definition: algorithm_base_common.h:57
daal::algorithms::neural_networks::layers::spatial_pooling2d::interface1::Parameter
Parameters for the forward and backward two-dimensional spatial layers.
Definition: spatial_pooling2d_layer_types.h:103
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:124
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::defaultDense
Definition: spatial_stochastic_pooling2d_layer_types.h:80
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::interface1::Parameter::engine
engines::EnginePtr engine
Definition: spatial_stochastic_pooling2d_layer_types.h:129
daal_defines.h
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::interface1::Parameter::seed
size_t seed
Definition: spatial_stochastic_pooling2d_layer_types.h:128
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:100
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::auxSelectedIndices
Definition: spatial_stochastic_pooling2d_layer_types.h:89
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:116
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:97
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:87
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::auxInputDimensions
Definition: spatial_stochastic_pooling2d_layer_types.h:99

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