48 #ifndef __BATCH_NORMALIZATION_LAYER_FORWARD_TYPES_H__ 49 #define __BATCH_NORMALIZATION_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/batch_normalization/batch_normalization_layer_types.h" 62 namespace neural_networks
66 namespace batch_normalization
85 populationMean = layers::forward::lastInputLayerDataId + 1,
87 lastInputLayerDataId = populationVariance
99 class DAAL_EXPORT Input :
public layers::forward::Input
102 typedef layers::forward::Input super;
107 Input(
const Input& other);
114 using layers::forward::Input::get;
118 using layers::forward::Input::set;
128 template <
typename algorithmFPType>
129 DAAL_EXPORT services::Status allocate(
const daal::algorithms::Parameter *parameter,
const int method);
135 virtual const services::Collection<size_t> getWeightsSizes(
const layers::Parameter *parameter)
const DAAL_C11_OVERRIDE;
141 virtual const services::Collection<size_t> getBiasesSizes(
const layers::Parameter *parameter)
const DAAL_C11_OVERRIDE;
148 data_management::TensorPtr
get(InputLayerDataId id)
const;
155 void set(InputLayerDataId id,
const data_management::TensorPtr &ptr);
164 services::Status check(
const daal::algorithms::Parameter *parameter,
int method)
const DAAL_C11_OVERRIDE;
172 class DAAL_EXPORT Result :
public layers::forward::Result
175 DECLARE_SERIALIZABLE_CAST(Result);
180 using layers::forward::Result::get;
181 using layers::forward::Result::set;
187 virtual const services::Collection<size_t> getValueSize(
const services::Collection<size_t> &inputSize,
188 const daal::algorithms::Parameter *par,
const int method)
const DAAL_C11_OVERRIDE;
198 template <
typename algorithmFPType>
199 DAAL_EXPORT services::Status allocate(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *parameter,
const int method);
207 virtual services::Status setResultForBackward(
const daal::algorithms::Input *input) DAAL_C11_OVERRIDE;
214 data_management::TensorPtr
get(LayerDataId id)
const;
221 void set(LayerDataId id,
const data_management::TensorPtr &ptr);
231 services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *parameter,
int method)
const DAAL_C11_OVERRIDE;
235 template<
typename Archive,
bool onDeserialize>
236 services::Status serialImpl(Archive *arch)
238 return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
241 typedef services::SharedPtr<Result> ResultPtr;
244 using interface1::Input;
245 using interface1::Result;
246 using interface1::ResultPtr;
daal::algorithms::neural_networks::layers::batch_normalization::forward::interface1::Result
Provides methods to access the result obtained with the compute() method of the forward batch normali...
Definition: batch_normalization_layer_forward_types.h:172
daal::algorithms::neural_networks::layers::batch_normalization::forward::InputLayerDataId
InputLayerDataId
Definition: batch_normalization_layer_forward_types.h:83
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::batch_normalization::forward::populationMean
Definition: batch_normalization_layer_forward_types.h:85
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::neural_networks::layers::batch_normalization::LayerDataId
LayerDataId
Identifiers of input objects for the backward batch normalization layer and results for the forward b...
Definition: batch_normalization_layer_types.h:86
daal::algorithms::neural_networks::layers::batch_normalization::forward::populationVariance
Definition: batch_normalization_layer_forward_types.h:86
daal::services::interface1::Collection
Class that implements functionality of the Collection container.
Definition: collection.h:69