24 #ifndef __TANH_LAYER_FORWARD_TYPES_H__
25 #define __TANH_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/tanh/tanh_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;
91 using layers::forward::Input::set;
97 virtual const services::Collection<size_t> getWeightsSizes(
const layers::Parameter *parameter)
const DAAL_C11_OVERRIDE;
103 virtual const services::Collection<size_t> getBiasesSizes(
const layers::Parameter *parameter)
const DAAL_C11_OVERRIDE;
112 services::Status check(
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
125 class DAAL_EXPORT Result :
public layers::forward::Result
128 DECLARE_SERIALIZABLE_CAST(Result);
137 virtual ~Result() {};
142 using layers::forward::Result::get;
147 using layers::forward::Result::set;
154 data_management::TensorPtr
get(LayerDataId id)
const;
161 void set(LayerDataId
id,
const data_management::TensorPtr &value);
171 services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
181 template <
typename algorithmFPType>
182 DAAL_EXPORT services::Status allocate(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *par,
const int method);
190 virtual services::Status setResultForBackward(
const daal::algorithms::Input *input) DAAL_C11_OVERRIDE;
196 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;
201 template<
typename Archive,
bool onDeserialize>
202 services::Status serialImpl(Archive *arch)
204 return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
207 typedef services::SharedPtr<Result> ResultPtr;
210 using interface1::Input;
211 using interface1::Result;
212 using interface1::ResultPtr;
daal::algorithms::neural_networks::layers::tanh::forward::interface1::Input
Input objects for the forward hyperbolic tangent layer
Definition: tanh_layer_forward_types.h:68
daal::algorithms::neural_networks::layers::tanh::forward::interface1::Result
Provides methods to access the result obtained with the compute() method of the forward hyperbolic ta...
Definition: tanh_layer_forward_types.h:125
daal::algorithms::neural_networks::layers::tanh::LayerDataId
LayerDataId
Identifiers of input objects for the backward hyperbolic tangent layer and results for the forward hy...
Definition: tanh_layer_types.h:66
daal::algorithms::math::abs::value
Definition: abs_types.h:88