24 #ifndef __PRELU_LAYER_FORWARD_TYPES_H__
25 #define __PRELU_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/prelu/prelu_layer_types.h"
38 namespace neural_networks
68 class DAAL_EXPORT Input :
public layers::forward::Input
71 typedef layers::forward::Input super;
82 Input(
const Input& other);
87 using layers::forward::Input::get;
92 using layers::forward::Input::set;
107 template <
typename algorithmFPType>
108 DAAL_EXPORT services::Status allocate(
const daal::algorithms::Parameter *par,
const int method);
115 DAAL_DEPRECATED_VIRTUAL
virtual const services::Collection<size_t> getWeightsSizes(
const layers::Parameter *par)
const DAAL_C11_OVERRIDE;
122 DAAL_DEPRECATED_VIRTUAL
virtual const services::Collection<size_t> getBiasesSizes(
const layers::Parameter *parameter)
const DAAL_C11_OVERRIDE;
132 DAAL_DEPRECATED services::Status check(
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
140 class DAAL_EXPORT Result :
public layers::forward::Result
143 DECLARE_SERIALIZABLE_CAST(Result);
152 virtual ~Result() {};
157 using layers::forward::Result::get;
162 using layers::forward::Result::set;
170 DAAL_DEPRECATED data_management::TensorPtr
get(LayerDataId id)
const;
178 DAAL_DEPRECATED
void set(LayerDataId
id,
const data_management::TensorPtr &value);
189 DAAL_DEPRECATED services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
196 DAAL_DEPRECATED_VIRTUAL
virtual const services::Collection<size_t> getValueSize(
const services::Collection<size_t> &inputSize,
197 const daal::algorithms::Parameter *par,
const int method)
const DAAL_C11_OVERRIDE;
208 template <
typename algorithmFPType>
209 DAAL_EXPORT services::Status allocate(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *par,
const int method);
218 DAAL_DEPRECATED_VIRTUAL
virtual services::Status setResultForBackward(
const daal::algorithms::Input *input) DAAL_C11_OVERRIDE;
225 template<
typename Archive,
bool onDeserialize>
226 services::Status serialImpl(Archive *arch)
228 return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
231 typedef services::SharedPtr<Result> ResultPtr;
234 using interface1::Input;
235 using interface1::Result;
236 using interface1::ResultPtr;
daal::algorithms::neural_networks::layers::prelu::LayerDataId
LayerDataId
Identifiers of input objects for the backward prelu layer and results for the forward prelu layer...
Definition: prelu_layer_types.h:66
daal::algorithms::neural_networks::layers::prelu::forward::interface1::Result
Provides methods to access the result obtained with the compute() method of the forward prelu layer...
Definition: prelu_layer_forward_types.h:140
daal::algorithms::math::abs::value
Definition: abs_types.h:88
daal::algorithms::neural_networks::layers::prelu::forward::interface1::Input
Input objects for the forward prelu layer
Definition: prelu_layer_forward_types.h:68