48 #ifndef __DROPOUT_LAYER_TYPES_H__ 49 #define __DROPOUT_LAYER_TYPES_H__ 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" 62 namespace neural_networks
89 auxRetainMask = layers::lastLayerInputLayout + 1,
91 lastLayerDataId = auxRetainMask
107 class DAAL_EXPORT Parameter:
public layers::Parameter
115 Parameter(
const double retainRatio_ = 0.5,
const size_t seed_ = 777);
119 engines::EnginePtr engine;
125 virtual services::Status check()
const;
130 using interface1::Parameter;
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::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