48 #ifndef __FULLYCONNECTED_LAYER_FORWARD_TYPES_H__ 49 #define __FULLYCONNECTED_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/fullyconnected/fullyconnected_layer_types.h" 62 namespace neural_networks
66 namespace fullyconnected
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;
119 template <
typename algorithmFPType>
120 DAAL_EXPORT services::Status allocate(
const daal::algorithms::Parameter *parameter,
const int method);
126 virtual const services::Collection<size_t> getWeightsSizes(
const layers::Parameter *parameter)
const DAAL_C11_OVERRIDE;
132 virtual const services::Collection<size_t> getBiasesSizes(
const layers::Parameter *parameter)
const DAAL_C11_OVERRIDE;
141 services::Status check(
const daal::algorithms::Parameter *parameter,
int method)
const DAAL_C11_OVERRIDE;
149 class DAAL_EXPORT Result :
public layers::forward::Result
152 DECLARE_SERIALIZABLE_CAST(Result);
163 using layers::forward::Result::get;
168 using layers::forward::Result::set;
178 template <
typename algorithmFPType>
179 DAAL_EXPORT services::Status allocate(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *parameter,
const int method);
187 virtual services::Status setResultForBackward(
const daal::algorithms::Input *input) DAAL_C11_OVERRIDE;
193 virtual const services::Collection<size_t> getValueSize(
const services::Collection<size_t> &inputSize,
194 const daal::algorithms::Parameter *par,
const int method)
const DAAL_C11_OVERRIDE;
201 data_management::TensorPtr
get(LayerDataId id)
const;
208 void set(LayerDataId id,
const data_management::TensorPtr &value);
218 services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
222 template<
typename Archive,
bool onDeserialize>
223 services::Status serialImpl(Archive *arch)
225 return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
228 typedef services::SharedPtr<Result> ResultPtr;
231 using interface1::Input;
232 using interface1::Result;
233 using interface1::ResultPtr;
daal::services::interface1::Status
Class that holds the results of API calls. In case of API routine failure it contains the list of err...
Definition: error_handling.h:491
daal
Definition: algorithm_base_common.h:57
daal::algorithms::neural_networks::layers::interface1::Parameter
Definition: layer_types.h:110
daal::algorithms::neural_networks::layers::forward::interface1::Result::get
data_management::TensorPtr get(ResultId id) const
daal::algorithms::neural_networks::layers::forward::interface1::Result::set
void set(ResultId id, const data_management::TensorPtr &ptr)
daal::algorithms::interface1::Parameter
Base class to represent computation parameters. Algorithm-specific parameters are represented as deri...
Definition: algorithm_types.h:86
daal::services::interface1::SharedPtr
Shared pointer that retains shared ownership of an object through a pointer. Several SharedPtr object...
Definition: daal_shared_ptr.h:187
daal::algorithms::neural_networks::layers::forward::interface1::Result
Provides methods to access the result obtained with the compute() method of the layer algorithm...
Definition: layer_forward_types.h:241
daal::algorithms::math::abs::value
Definition: abs_types.h:112
daal::algorithms::neural_networks::layers::fullyconnected::LayerDataId
LayerDataId
Definition: fullyconnected_layer_types.h:86
daal::algorithms::neural_networks::layers::fullyconnected::forward::interface1::Result
Results obtained with the compute() method of the forward fully-connected layer in the batch processi...
Definition: fullyconnected_layer_forward_types.h:149
daal::services::interface1::Collection
Class that implements functionality of the Collection container.
Definition: collection.h:69