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

dropout_layer_types.h
1 /* file: dropout_layer_types.h */
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41 
42 /*
43 //++
44 // Implementation of the dropout layer types.
45 //--
46 */
47 
48 #ifndef __DROPOUT_LAYER_TYPES_H__
49 #define __DROPOUT_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/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 dropout
73 {
78 enum Method
79 {
80  defaultDense = 0,
81 };
82 
87 enum LayerDataId
88 {
89  auxRetainMask = layers::lastLayerInputLayout + 1,
91  lastLayerDataId = auxRetainMask
92 };
93 
97 namespace interface1
98 {
99 
106 /* [Parameter source code] */
107 class DAAL_EXPORT Parameter: public layers::Parameter
108 {
109 public:
115  Parameter(const double retainRatio_ = 0.5, const size_t seed_ = 777);
116 
117  double retainRatio;
118  size_t seed;
119  engines::EnginePtr engine;
125  virtual services::Status check() const;
126 };
127 /* [Parameter source code] */
128 
129 } // namespace interface1
130 using interface1::Parameter;
131 
132 } // namespace dropout
134 } // namespace layers
135 } // namespace neural_networks
136 } // namespace algorithm
137 } // namespace daal
138 #endif
daal::services::interface1::Status
Class that holds the results of API calls. In case of API routine failure it contains the list of err...
Definition: error_handling.h:491
daal
Definition: algorithm_base_common.h:57
daal::algorithms::neural_networks::layers::dropout::LayerDataId
LayerDataId
Identifiers of input objects for the backward dropout layer and results for the forward dropout layer...
Definition: dropout_layer_types.h:87
daal::algorithms::neural_networks::layers::interface1::Parameter
Definition: layer_types.h:110
daal::algorithms::neural_networks::layers::dropout::Method
Method
Computation methods for the dropout layer.
Definition: dropout_layer_types.h:78
daal::algorithms::neural_networks::layers::dropout::defaultDense
Definition: dropout_layer_types.h:80
daal_defines.h
daal::algorithms::neural_networks::layers::dropout::interface1::Parameter::seed
size_t seed
Definition: dropout_layer_types.h:118
daal::algorithms::neural_networks::layers::dropout::interface1::Parameter::engine
engines::EnginePtr engine
Definition: dropout_layer_types.h:119
daal::algorithms::neural_networks::layers::dropout::interface1::Parameter
Parameters for the dropout layer.
Definition: dropout_layer_types.h:107
daal::algorithms::neural_networks::layers::dropout::auxRetainMask
Definition: dropout_layer_types.h:89
daal::algorithms::neural_networks::layers::dropout::interface1::Parameter::retainRatio
double retainRatio
Definition: dropout_layer_types.h:117

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