22 #ifndef __SMOOTHRELU_LAYER_FORWARD_TYPES_H__
23 #define __SMOOTHRELU_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/smoothrelu/smoothrelu_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;
102 class DAAL_EXPORT Result :
public layers::forward::Result
105 DECLARE_SERIALIZABLE_CAST(Result);
108 virtual ~Result() {};
113 using layers::forward::Result::get;
118 using layers::forward::Result::set;
125 data_management::TensorPtr
get(LayerDataId id)
const;
132 void set(LayerDataId
id,
const data_management::TensorPtr &value);
142 services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
152 template <
typename algorithmFPType>
153 DAAL_EXPORT services::Status allocate(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *parameter,
const int method);
159 virtual services::Status setResultForBackward(
const daal::algorithms::Input *input) DAAL_C11_OVERRIDE;
165 virtual const services::Collection<size_t> getValueSize(
const services::Collection<size_t> &inputSize,
166 const daal::algorithms::Parameter *par,
const int method)
const DAAL_C11_OVERRIDE;
170 template<
typename Archive,
bool onDeserialize>
171 services::Status serialImpl(Archive *arch)
173 return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
176 typedef services::SharedPtr<Result> ResultPtr;
179 using interface1::Input;
180 using interface1::Result;
181 using interface1::ResultPtr;
daal
Definition: algorithm_base_common.h:31
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:60
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:102
daal::algorithms::math::abs::value
Definition: abs_types.h:86