24 #ifndef __DROPOUT_LAYER_FORWARD_TYPES_H__
25 #define __DROPOUT_LAYER_FORWARD_TYPES_H__
27 #include "algorithms/algorithm.h"
28 #include "data_management/data/tensor.h"
29 #include "data_management/data/homogen_tensor.h"
30 #include "services/daal_defines.h"
31 #include "algorithms/neural_networks/layers/layer_forward_types.h"
32 #include "algorithms/neural_networks/layers/dropout/dropout_layer_types.h"
38 namespace neural_networks
65 class DAAL_EXPORT Input :
public layers::forward::Input
68 typedef layers::forward::Input super;
79 Input(
const Input& other);
84 using layers::forward::Input::get;
89 using layers::forward::Input::set;
96 DAAL_DEPRECATED_VIRTUAL
virtual const services::Collection<size_t> getWeightsSizes(
const layers::Parameter *parameter)
const DAAL_C11_OVERRIDE;
103 DAAL_DEPRECATED_VIRTUAL
virtual const services::Collection<size_t> getBiasesSizes(
const layers::Parameter *parameter)
const DAAL_C11_OVERRIDE;
113 DAAL_DEPRECATED services::Status check(
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
127 class DAAL_EXPORT Result :
public layers::forward::Result
130 DECLARE_SERIALIZABLE_CAST(Result);
139 virtual ~Result() {};
144 using layers::forward::Result::get;
149 using layers::forward::Result::set;
157 DAAL_DEPRECATED data_management::TensorPtr
get(LayerDataId id)
const;
165 DAAL_DEPRECATED
void set(LayerDataId
id,
const data_management::TensorPtr &value);
176 DAAL_DEPRECATED services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
187 template <
typename algorithmFPType>
188 DAAL_EXPORT services::Status allocate(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *parameter,
const int method);
195 DAAL_DEPRECATED_VIRTUAL
virtual const services::Collection<size_t> getValueSize(
const services::Collection<size_t> &inputSize,
196 const daal::algorithms::Parameter *par,
const int method)
const DAAL_C11_OVERRIDE;
203 template<
typename Archive,
bool onDeserialize>
204 services::Status serialImpl(Archive *arch)
206 return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
209 typedef services::SharedPtr<Result> ResultPtr;
212 using interface1::Input;
213 using interface1::Result;
214 using interface1::ResultPtr;
daal::algorithms::neural_networks::layers::dropout::forward::interface1::Input
Input objects for the forward dropout layer
Definition: dropout_layer_forward_types.h:65
daal::algorithms::neural_networks::layers::dropout::forward::interface1::Result
Provides methods to access the result obtained with the compute() method of the forward dropout layer...
Definition: dropout_layer_forward_types.h:127
daal::algorithms::math::abs::value
Definition: abs_types.h:88
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:63