48 #ifndef __SMOOTHRELU_LAYER_FORWARD_TYPES_H__
49 #define __SMOOTHRELU_LAYER_FORWARD_TYPES_H__
51 #include "algorithms/algorithm.h"
52 #include "data_management/data/tensor.h"
53 #include "data_management/data/homogen_tensor.h"
54 #include "services/daal_defines.h"
55 #include "algorithms/neural_networks/layers/layer_forward_types.h"
56 #include "algorithms/neural_networks/layers/smoothrelu/smoothrelu_layer_types.h"
62 namespace neural_networks
88 class DAAL_EXPORT Input :
public layers::forward::Input
91 typedef layers::forward::Input super;
96 Input(
const Input& other);
101 using layers::forward::Input::get;
106 using layers::forward::Input::set;
112 virtual const services::Collection<size_t> getWeightsSizes(
const layers::Parameter *parameter)
const DAAL_C11_OVERRIDE;
118 virtual const services::Collection<size_t> getBiasesSizes(
const layers::Parameter *parameter)
const DAAL_C11_OVERRIDE;
128 class DAAL_EXPORT Result :
public layers::forward::Result
131 DECLARE_SERIALIZABLE_CAST(Result);
134 virtual ~Result() {};
139 using layers::forward::Result::get;
144 using layers::forward::Result::set;
151 data_management::TensorPtr
get(LayerDataId id)
const;
158 void set(LayerDataId
id,
const data_management::TensorPtr &value);
168 services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
178 template <
typename algorithmFPType>
179 DAAL_EXPORT services::Status allocate(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *parameter,
const int method);
185 virtual services::Status setResultForBackward(
const daal::algorithms::Input *input) DAAL_C11_OVERRIDE;
191 virtual const services::Collection<size_t> getValueSize(
const services::Collection<size_t> &inputSize,
192 const daal::algorithms::Parameter *par,
const int method)
const DAAL_C11_OVERRIDE;
196 template<
typename Archive,
bool onDeserialize>
197 services::Status serialImpl(Archive *arch)
199 return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
202 typedef services::SharedPtr<Result> ResultPtr;
205 using interface1::Input;
206 using interface1::Result;
207 using interface1::ResultPtr;
daal
Definition: algorithm_base_common.h:57
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:86
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:128
daal::algorithms::math::abs::value
Definition: abs_types.h:112