49 #ifndef __SPLIT_LAYER_BACKWARD_H__ 50 #define __SPLIT_LAYER_BACKWARD_H__ 52 #include "algorithms/algorithm.h" 53 #include "data_management/data/tensor.h" 54 #include "services/daal_defines.h" 55 #include "algorithms/neural_networks/layers/layer.h" 56 #include "algorithms/neural_networks/layers/split/split_layer_types.h" 57 #include "algorithms/neural_networks/layers/split/split_layer_backward_types.h" 63 namespace neural_networks
94 template<
typename algorithmFPType, Method method, CpuType cpu>
95 class DAAL_EXPORT BatchContainer :
public AnalysisContainerIface<batch>
103 BatchContainer(daal::services::Environment::env *daalEnv);
111 services::Status compute() DAAL_C11_OVERRIDE;
130 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
131 class Batch :
public layers::backward::LayerIfaceImpl
134 typedef algorithms::neural_networks::layers::split::backward::Input InputType;
135 typedef algorithms::neural_networks::layers::split::Parameter ParameterType;
136 typedef algorithms::neural_networks::layers::split::backward::Result ResultType;
138 ParameterType ¶meter;
142 Batch() : parameter(_defaultParameter)
152 Batch(ParameterType& parameter) : parameter(parameter), _defaultParameter(parameter)
162 Batch(
const Batch<algorithmFPType, method> &other) : _defaultParameter(other.parameter), parameter(_defaultParameter)
165 input.set(layers::backward::inputFromForward, other.input.get(layers::backward::inputFromForward));
172 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
178 virtual InputType *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
184 virtual ParameterType *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
190 layers::backward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
199 ResultPtr getResult()
210 services::Status setResult(
const ResultPtr& result)
212 DAAL_CHECK(result, services::ErrorNullResult)
214 _res = _result.get();
215 return services::Status();
223 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const 225 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
233 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
235 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input),¶meter, (
int) method);
236 this->_res = this->_result.get();
241 virtual Batch<algorithmFPType, method> *cloneImpl()
const DAAL_C11_OVERRIDE
243 return new Batch<algorithmFPType, method>(*this);
248 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
251 _result.reset(
new ResultType());
256 ParameterType _defaultParameter;
260 using interface1::BatchContainer;
261 using interface1::Batch;
daal::algorithms::neural_networks::layers::split::backward::interface1::BatchContainer
Provides methods to run implementations of the of the backward split layer This class is associated w...
Definition: split_layer_backward.h:95
daal::algorithms::neural_networks::layers::backward::interface1::LayerIfaceImpl
Implements the abstract interface LayerIface. LayerIfaceImpl is, in turn, the base class for the clas...
Definition: layer_backward.h:153
daal::algorithms::neural_networks::layers::split::backward::interface1::Batch::parameter
ParameterType & parameter
Definition: split_layer_backward.h:138
daal::services::interface1::Environment::_envStruct
The environment structure.
Definition: env_detect.h:95
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::AnalysisContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the analy...
Definition: analysis.h:79
daal::algorithms::neural_networks::layers::split::backward::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: split_layer_backward.h:223
daal::algorithms::neural_networks::layers::split::backward::interface1::Batch::getLayerParameter
virtual ParameterType * getLayerParameter() DAAL_C11_OVERRIDE
Definition: split_layer_backward.h:184
daal::algorithms::neural_networks::layers::split::backward::interface1::Batch::allocateResult
virtual services::Status allocateResult() DAAL_C11_OVERRIDE
Definition: split_layer_backward.h:233
daal::algorithms::neural_networks::layers::backward::inputFromForward
Definition: layer_backward_types.h:100
daal::algorithms::neural_networks::layers::split::backward::interface1::Result
Provides methods to access the result obtained with the compute() method of the backward split layer...
Definition: split_layer_backward_types.h:184
daal::algorithms::neural_networks::layers::split::backward::interface1::Batch
Computes the results of the backward split layer in the batch processing mode.
Definition: split_layer_backward.h:131
daal::algorithms::neural_networks::layers::split::backward::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: split_layer_backward.h:172
daal::batch
Definition: daal_defines.h:132
daal::algorithms::neural_networks::layers::split::backward::interface1::Batch::getLayerInput
virtual InputType * getLayerInput() DAAL_C11_OVERRIDE
Definition: split_layer_backward.h:178
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::services::interface1::SharedPtr::get
T * get() const
Definition: daal_shared_ptr.h:332
daal::algorithms::neural_networks::layers::split::backward::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: split_layer_backward.h:210
daal::algorithms::neural_networks::layers::split::interface1::Parameter
split layer parameters
Definition: split_layer_types.h:94
daal::algorithms::neural_networks::layers::split::backward::interface1::Batch::getResult
ResultPtr getResult()
Definition: split_layer_backward.h:199
daal::algorithms::Analysis
Provides methods for execution of operations over data, such as computation of Summary Statistics est...
Definition: analysis.h:94
daal::algorithms::neural_networks::layers::backward::interface1::Result
Provides methods to access the result obtained with the compute() method of the layer algorithm...
Definition: layer_backward_types.h:224
daal::algorithms::neural_networks::layers::split::backward::interface1::Batch::Batch
Batch(ParameterType ¶meter)
Definition: split_layer_backward.h:152
daal::algorithms::neural_networks::layers::split::backward::interface1::Batch::Batch
Batch()
Definition: split_layer_backward.h:142
daal::algorithms::neural_networks::layers::split::backward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: split_layer_backward.h:162
daal::algorithms::neural_networks::layers::split::backward::interface1::Batch::input
InputType input
Definition: split_layer_backward.h:139
daal::services::ErrorNullResult
Definition: error_indexes.h:122