23 #ifndef __SPLIT_LAYER_BACKWARD_H__
24 #define __SPLIT_LAYER_BACKWARD_H__
26 #include "algorithms/algorithm.h"
27 #include "data_management/data/tensor.h"
28 #include "services/daal_defines.h"
29 #include "algorithms/neural_networks/layers/layer.h"
30 #include "algorithms/neural_networks/layers/split/split_layer_types.h"
31 #include "algorithms/neural_networks/layers/split/split_layer_backward_types.h"
37 namespace neural_networks
68 template<
typename algorithmFPType, Method method, CpuType cpu>
69 class DAAL_EXPORT BatchContainer :
public AnalysisContainerIface<batch>
77 BatchContainer(daal::services::Environment::env *daalEnv);
85 services::Status compute() DAAL_C11_OVERRIDE;
104 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
105 class Batch :
public layers::backward::LayerIfaceImpl
108 typedef algorithms::neural_networks::layers::split::backward::Input InputType;
109 typedef algorithms::neural_networks::layers::split::Parameter ParameterType;
110 typedef algorithms::neural_networks::layers::split::backward::Result ResultType;
112 ParameterType ¶meter;
116 Batch() : parameter(_defaultParameter)
126 Batch(ParameterType& parameter) : parameter(parameter), _defaultParameter(parameter)
136 Batch(
const Batch<algorithmFPType, method> &other) : _defaultParameter(other.parameter), parameter(_defaultParameter)
139 input.set(layers::backward::inputFromForward, other.input.get(layers::backward::inputFromForward));
146 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
152 virtual InputType *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
158 virtual ParameterType *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
164 layers::backward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
173 ResultPtr getResult()
184 services::Status setResult(
const ResultPtr& result)
186 DAAL_CHECK(result, services::ErrorNullResult)
188 _res = _result.get();
189 return services::Status();
197 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
199 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
207 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
209 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input),¶meter, (
int) method);
210 this->_res = this->_result.get();
215 virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
217 return new Batch<algorithmFPType, method>(*this);
222 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
225 _result.reset(
new ResultType());
230 ParameterType _defaultParameter;
234 using interface1::BatchContainer;
235 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:69
daal::algorithms::neural_networks::layers::split::backward::interface1::Batch::parameter
ParameterType & parameter
Definition: split_layer_backward.h:112
daal
Definition: algorithm_base_common.h:31
daal::algorithms::AnalysisContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the analy...
Definition: analysis.h:53
daal::algorithms::neural_networks::layers::backward::inputFromForward
Definition: layer_backward_types.h:74
daal::algorithms::neural_networks::layers::split::backward::interface1::Batch::getLayerResult
layers::backward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
Definition: split_layer_backward.h:164
daal::algorithms::neural_networks::layers::split::backward::interface1::Batch::getLayerParameter
virtual ParameterType * getLayerParameter() DAAL_C11_OVERRIDE
Definition: split_layer_backward.h:158
daal::algorithms::neural_networks::layers::split::backward::interface1::Batch::allocateResult
virtual services::Status allocateResult() DAAL_C11_OVERRIDE
Definition: split_layer_backward.h:207
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:105
daal::algorithms::neural_networks::layers::split::backward::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: split_layer_backward.h:146
daal::batch
Definition: daal_defines.h:106
daal::algorithms::neural_networks::layers::split::backward::interface1::Batch::getLayerInput
virtual InputType * getLayerInput() DAAL_C11_OVERRIDE
Definition: split_layer_backward.h:152
daal::algorithms::neural_networks::layers::split::backward::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: split_layer_backward.h:184
daal::algorithms::neural_networks::layers::split::backward::interface1::Batch::getResult
ResultPtr getResult()
Definition: split_layer_backward.h:173
daal::algorithms::Analysis
Provides methods for execution of operations over data, such as computation of Summary Statistics est...
Definition: analysis.h:68
daal::algorithms::neural_networks::layers::split::backward::interface1::Batch::Batch
Batch(ParameterType ¶meter)
Definition: split_layer_backward.h:126
daal::algorithms::neural_networks::layers::split::backward::interface1::Batch::Batch
Batch()
Definition: split_layer_backward.h:116
daal::algorithms::neural_networks::layers::split::backward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: split_layer_backward.h:136
daal::algorithms::neural_networks::layers::split::backward::interface1::Batch::input
InputType input
Definition: split_layer_backward.h:113
daal::services::ErrorNullResult
Definition: error_indexes.h:96
daal::algorithms::neural_networks::layers::split::backward::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: split_layer_backward.h:197