22 #ifndef __DROPOUT_LAYER_FORWARD_TYPES_H__
23 #define __DROPOUT_LAYER_FORWARD_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_forward_types.h"
30 #include "algorithms/neural_networks/layers/dropout/dropout_layer_types.h"
36 namespace neural_networks
62 class DAAL_EXPORT Input :
public layers::forward::Input
65 typedef layers::forward::Input super;
70 Input(
const Input& other);
75 using layers::forward::Input::get;
80 using layers::forward::Input::set;
86 virtual const services::Collection<size_t> getWeightsSizes(
const layers::Parameter *parameter)
const DAAL_C11_OVERRIDE;
92 virtual const services::Collection<size_t> getBiasesSizes(
const layers::Parameter *parameter)
const DAAL_C11_OVERRIDE;
101 services::Status check(
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
111 class DAAL_EXPORT Result :
public layers::forward::Result
114 DECLARE_SERIALIZABLE_CAST(Result);
117 virtual ~Result() {};
122 using layers::forward::Result::get;
127 using layers::forward::Result::set;
134 data_management::TensorPtr
get(LayerDataId id)
const;
141 void set(LayerDataId
id,
const data_management::TensorPtr &value);
151 services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
161 template <
typename algorithmFPType>
162 DAAL_EXPORT services::Status allocate(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *parameter,
const int method);
168 virtual const services::Collection<size_t> getValueSize(
const services::Collection<size_t> &inputSize,
169 const daal::algorithms::Parameter *par,
const int method)
const DAAL_C11_OVERRIDE;
173 template<
typename Archive,
bool onDeserialize>
174 services::Status serialImpl(Archive *arch)
176 return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
179 typedef services::SharedPtr<Result> ResultPtr;
182 using interface1::Input;
183 using interface1::Result;
184 using interface1::ResultPtr;
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::math::abs::value
Definition: abs_types.h:86
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:111