22 #ifndef __DROPOUT_LAYER_TYPES_H__
23 #define __DROPOUT_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/layer_types.h"
30 #include "algorithms/engines/mt19937/mt19937.h"
36 namespace neural_networks
63 auxRetainMask = layers::lastLayerInputLayout + 1,
65 lastLayerDataId = auxRetainMask
81 class DAAL_EXPORT Parameter:
public layers::Parameter
89 Parameter(
const double retainRatio_ = 0.5,
const size_t seed_ = 777);
93 engines::EnginePtr engine;
99 virtual services::Status check()
const;
104 using interface1::Parameter;
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:61
daal
Definition: algorithm_base_common.h:31
daal::algorithms::neural_networks::layers::dropout::Method
Method
Computation methods for the dropout layer.
Definition: dropout_layer_types.h:52
daal::algorithms::neural_networks::layers::dropout::interface1::Parameter::seed
size_t seed
Definition: dropout_layer_types.h:92
daal::algorithms::neural_networks::layers::dropout::auxRetainMask
Definition: dropout_layer_types.h:63
daal::algorithms::neural_networks::layers::dropout::interface1::Parameter::engine
engines::EnginePtr engine
Definition: dropout_layer_types.h:93
daal::algorithms::neural_networks::layers::dropout::interface1::Parameter
Parameters for the dropout layer.
Definition: dropout_layer_types.h:81
daal::algorithms::neural_networks::layers::dropout::defaultDense
Definition: dropout_layer_types.h:54
daal::algorithms::neural_networks::layers::dropout::interface1::Parameter::retainRatio
double retainRatio
Definition: dropout_layer_types.h:91