24 #ifndef __SMOOTHRELU_LAYER_FORWARD_TYPES_H__
25 #define __SMOOTHRELU_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/smoothrelu/smoothrelu_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;
117 class DAAL_EXPORT Result :
public layers::forward::Result
120 DECLARE_SERIALIZABLE_CAST(Result);
129 virtual ~Result() {};
134 using layers::forward::Result::get;
139 using layers::forward::Result::set;
147 DAAL_DEPRECATED data_management::TensorPtr
get(LayerDataId id)
const;
155 DAAL_DEPRECATED
void set(LayerDataId
id,
const data_management::TensorPtr &value);
166 DAAL_DEPRECATED services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
177 template <
typename algorithmFPType>
178 DAAL_EXPORT services::Status allocate(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *parameter,
const int method);
185 DAAL_DEPRECATED_VIRTUAL
virtual services::Status setResultForBackward(
const daal::algorithms::Input *input) DAAL_C11_OVERRIDE;
192 DAAL_DEPRECATED_VIRTUAL
virtual const services::Collection<size_t> getValueSize(
const services::Collection<size_t> &inputSize,
193 const daal::algorithms::Parameter *par,
const int method)
const DAAL_C11_OVERRIDE;
200 template<
typename Archive,
bool onDeserialize>
201 services::Status serialImpl(Archive *arch)
203 return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
206 typedef services::SharedPtr<Result> ResultPtr;
209 using interface1::Input;
210 using interface1::Result;
211 using interface1::ResultPtr;
daal::algorithms::neural_networks::layers::smoothrelu::forward::interface1::Input
Input objects for the forward smooth relu layer
Definition: smoothrelu_layer_forward_types.h:65
daal::algorithms::neural_networks::layers::smoothrelu::forward::interface1::Result
Provides methods to access the result obtained with the compute() method of the forward smooth relu l...
Definition: smoothrelu_layer_forward_types.h:117
daal::algorithms::neural_networks::layers::smoothrelu::LayerDataId
LayerDataId
Identifiers of input objects for the backward smooth relu layer and results for the forward smooth re...
Definition: smoothrelu_layer_types.h:62
daal::algorithms::math::abs::value
Definition: abs_types.h:88