23 #ifndef __ELU_LAYER_BACKWARD_H__
24 #define __ELU_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/elu/elu_layer_types.h"
31 #include "algorithms/neural_networks/layers/elu/elu_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;
105 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
106 class Batch :
public layers::backward::LayerIfaceImpl
109 typedef layers::backward::LayerIfaceImpl super;
111 typedef algorithms::neural_networks::layers::elu::backward::Input InputType;
112 typedef algorithms::neural_networks::layers::elu::Parameter ParameterType;
113 typedef algorithms::neural_networks::layers::elu::backward::Result ResultType;
115 ParameterType ¶meter;
119 Batch() : parameter(_defaultParameter)
129 Batch(ParameterType& parameter) : parameter(parameter), _defaultParameter(parameter)
140 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
141 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
150 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
156 virtual InputType *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
162 virtual ParameterType *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
168 layers::backward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
177 ResultPtr getResult()
188 services::Status setResult(
const ResultPtr& result)
190 DAAL_CHECK(result, services::ErrorNullResult)
192 _res = _result.get();
193 return services::Status();
201 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
203 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
211 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
213 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
214 this->_res = this->_result.get();
219 virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
221 return new Batch<algorithmFPType, method>(*this);
226 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
229 _result.reset(
new ResultType());
234 ParameterType _defaultParameter;
238 using interface1::BatchContainer;
239 using interface1::Batch;
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::elu::backward::interface1::Batch::getResult
ResultPtr getResult()
Definition: elu_layer_backward.h:177
daal::algorithms::neural_networks::layers::elu::backward::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: elu_layer_backward.h:201
daal::algorithms::neural_networks::layers::elu::backward::interface1::Batch::allocateResult
virtual services::Status allocateResult() DAAL_C11_OVERRIDE
Definition: elu_layer_backward.h:211
daal::batch
Definition: daal_defines.h:106
daal::algorithms::neural_networks::layers::elu::backward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: elu_layer_backward.h:140
daal::algorithms::neural_networks::layers::elu::backward::interface1::Batch::Batch
Batch()
Definition: elu_layer_backward.h:119
daal::algorithms::neural_networks::layers::elu::backward::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: elu_layer_backward.h:188
daal::algorithms::neural_networks::layers::elu::backward::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: elu_layer_backward.h:150
daal::algorithms::neural_networks::layers::elu::backward::interface1::Batch::getLayerResult
layers::backward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
Definition: elu_layer_backward.h:168
daal::algorithms::neural_networks::layers::elu::backward::interface1::Batch::parameter
ParameterType & parameter
Definition: elu_layer_backward.h:115
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::elu::backward::interface1::Batch
Computes the results of the backward ELU layer in the batch processing mode.
Definition: elu_layer_backward.h:106
daal::algorithms::neural_networks::layers::elu::backward::interface1::Batch::input
InputType input
Definition: elu_layer_backward.h:116
daal::algorithms::neural_networks::layers::elu::backward::interface1::Batch::getLayerParameter
virtual ParameterType * getLayerParameter() DAAL_C11_OVERRIDE
Definition: elu_layer_backward.h:162
daal::algorithms::neural_networks::layers::elu::backward::interface1::Batch::getLayerInput
virtual InputType * getLayerInput() DAAL_C11_OVERRIDE
Definition: elu_layer_backward.h:156
daal::algorithms::neural_networks::layers::elu::backward::interface1::BatchContainer
Provides methods to run implementations of the of the backward ELU layer This class is associated wit...
Definition: elu_layer_backward.h:69
daal::services::ErrorNullResult
Definition: error_indexes.h:96
daal::algorithms::neural_networks::layers::elu::backward::interface1::Batch::Batch
Batch(ParameterType ¶meter)
Definition: elu_layer_backward.h:129