48 #ifndef __LCN_LAYER_FORWARD_TYPES_H__
49 #define __LCN_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/lcn/lcn_layer_types.h"
62 namespace neural_networks
89 class DAAL_EXPORT Input :
public layers::forward::Input
92 typedef layers::forward::Input super;
99 Input(
const Input& other);
106 using layers::forward::Input::set;
110 using layers::forward::Input::get;
116 virtual const services::Collection<size_t> getWeightsSizes(
const layers::Parameter *parameter)
const DAAL_C11_OVERRIDE;
122 virtual const services::Collection<size_t> getBiasesSizes(
const layers::Parameter *parameter)
const DAAL_C11_OVERRIDE;
131 services::Status check(
const daal::algorithms::Parameter *parameter,
int method)
const DAAL_C11_OVERRIDE;
139 class DAAL_EXPORT Result :
public layers::forward::Result
142 DECLARE_SERIALIZABLE_CAST(Result);
153 using layers::forward::Result::get;
158 using layers::forward::Result::set;
164 virtual const services::Collection<size_t> getValueSize(
const services::Collection<size_t> &inputSize,
165 const daal::algorithms::Parameter *par,
const int method)
const DAAL_C11_OVERRIDE;
175 template <
typename algorithmFPType>
176 DAAL_EXPORT services::Status allocate(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *parameter,
const int method);
183 data_management::TensorPtr
get(LayerDataId id)
const;
190 void set(LayerDataId
id,
const data_management::TensorPtr &value);
200 services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
203 void getSigmaDimensions(
const Input *in,
const Parameter *algParameter, services::Collection<size_t> &sigmaDims)
const;
204 void getCDimensions(
const Input *in,
const Parameter *algParameter, services::Collection<size_t> &cDims)
const;
207 template<
typename Archive,
bool onDeserialize>
208 services::Status serialImpl(Archive *arch)
210 return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
213 typedef services::SharedPtr<Result> ResultPtr;
216 using interface1::Input;
217 using interface1::Result;
218 using interface1::ResultPtr;
daal
Definition: algorithm_base_common.h:57
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:139
daal::algorithms::neural_networks::layers::lcn::LayerDataId
LayerDataId
Definition: lcn_layer_types.h:89
daal::algorithms::math::abs::value
Definition: abs_types.h:112