22 #ifndef __LCN_LAYER_FORWARD_TYPES_H__
23 #define __LCN_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/lcn/lcn_layer_types.h"
36 namespace neural_networks
63 class DAAL_EXPORT Input :
public layers::forward::Input
66 typedef layers::forward::Input super;
73 Input(
const Input& other);
80 using layers::forward::Input::set;
84 using layers::forward::Input::get;
90 virtual const services::Collection<size_t> getWeightsSizes(
const layers::Parameter *parameter)
const DAAL_C11_OVERRIDE;
96 virtual const services::Collection<size_t> getBiasesSizes(
const layers::Parameter *parameter)
const DAAL_C11_OVERRIDE;
105 services::Status check(
const daal::algorithms::Parameter *parameter,
int method)
const DAAL_C11_OVERRIDE;
113 class DAAL_EXPORT Result :
public layers::forward::Result
116 DECLARE_SERIALIZABLE_CAST(Result);
127 using layers::forward::Result::get;
132 using layers::forward::Result::set;
138 virtual const services::Collection<size_t> getValueSize(
const services::Collection<size_t> &inputSize,
139 const daal::algorithms::Parameter *par,
const int method)
const DAAL_C11_OVERRIDE;
149 template <
typename algorithmFPType>
150 DAAL_EXPORT services::Status allocate(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *parameter,
const int method);
157 data_management::TensorPtr
get(LayerDataId id)
const;
164 void set(LayerDataId
id,
const data_management::TensorPtr &value);
174 services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
177 void getSigmaDimensions(
const Input *in,
const Parameter *algParameter, services::Collection<size_t> &sigmaDims)
const;
178 void getCDimensions(
const Input *in,
const Parameter *algParameter, services::Collection<size_t> &cDims)
const;
181 template<
typename Archive,
bool onDeserialize>
182 services::Status serialImpl(Archive *arch)
184 return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
187 typedef services::SharedPtr<Result> ResultPtr;
190 using interface1::Input;
191 using interface1::Result;
192 using interface1::ResultPtr;
daal
Definition: algorithm_base_common.h:31
daal::algorithms::neural_networks::layers::lcn::forward::interface1::Result
Results obtained with the compute() method of the forward local contrast normalization layer in the b...
Definition: lcn_layer_forward_types.h:113
daal::algorithms::neural_networks::layers::lcn::LayerDataId
LayerDataId
Definition: lcn_layer_types.h:63
daal::algorithms::math::abs::value
Definition: abs_types.h:86