23 #ifndef __NEURAL_NETWORK_LCN_LAYER_BACKWARD_H__
24 #define __NEURAL_NETWORK_LCN_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/lcn/lcn_layer_types.h"
31 #include "algorithms/neural_networks/layers/lcn/lcn_layer_backward_types.h"
37 namespace neural_networks
62 template<
typename algorithmFPType, Method method, CpuType cpu>
63 class DAAL_EXPORT BatchContainer :
public AnalysisContainerIface<batch>
71 BatchContainer(daal::services::Environment::env *daalEnv);
79 services::Status compute() DAAL_C11_OVERRIDE;
80 services::Status setupCompute() DAAL_C11_OVERRIDE;
81 services::Status resetCompute() DAAL_C11_OVERRIDE;
99 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
100 class Batch :
public layers::backward::LayerIfaceImpl
103 typedef layers::backward::LayerIfaceImpl super;
105 typedef algorithms::neural_networks::layers::lcn::backward::Input InputType;
106 typedef algorithms::neural_networks::layers::lcn::Parameter ParameterType;
107 typedef algorithms::neural_networks::layers::lcn::backward::Result ResultType;
109 ParameterType ¶meter;
113 Batch() : parameter(_defaultParameter)
123 Batch(ParameterType& parameter) : parameter(parameter), _defaultParameter(parameter)
133 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
134 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
143 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
149 virtual InputType *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
155 virtual ParameterType *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
161 layers::backward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
170 ResultPtr getResult()
181 services::Status setResult(
const ResultPtr& result)
183 DAAL_CHECK(result, services::ErrorNullResult);
185 _res = _result.get();
186 return services::Status();
194 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
196 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
199 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
201 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
202 this->_res = this->_result.get();
207 virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
209 return new Batch<algorithmFPType, method>(*this);
214 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
217 _result.reset(
new ResultType());
222 ParameterType _defaultParameter;
226 using interface1::BatchContainer;
227 using interface1::Batch;
daal::algorithms::neural_networks::layers::lcn::backward::interface1::Batch::getLayerResult
layers::backward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
Definition: lcn_layer_backward.h:161
daal::algorithms::neural_networks::layers::lcn::backward::interface1::BatchContainer
Provides methods to run implementations of the of the backward local contrast normalization layer Thi...
Definition: lcn_layer_backward.h:63
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::lcn::backward::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: lcn_layer_backward.h:181
daal::algorithms::neural_networks::layers::lcn::backward::interface1::Batch::Batch
Batch()
Definition: lcn_layer_backward.h:113
daal::algorithms::neural_networks::layers::lcn::backward::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: lcn_layer_backward.h:143
daal::algorithms::neural_networks::layers::lcn::backward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: lcn_layer_backward.h:133
daal::batch
Definition: daal_defines.h:106
daal::algorithms::neural_networks::layers::lcn::backward::interface1::Batch::Batch
Batch(ParameterType ¶meter)
Definition: lcn_layer_backward.h:123
daal::algorithms::neural_networks::layers::lcn::backward::interface1::Batch::input
InputType input
Definition: lcn_layer_backward.h:110
daal::algorithms::neural_networks::layers::lcn::backward::interface1::Batch
Provides methods for backward local contrast normalization layer computations in the batch processing...
Definition: lcn_layer_backward.h:100
daal::algorithms::neural_networks::layers::lcn::backward::interface1::Batch::getLayerParameter
virtual ParameterType * getLayerParameter() DAAL_C11_OVERRIDE
Definition: lcn_layer_backward.h:155
daal::algorithms::neural_networks::layers::lcn::backward::interface1::Batch::parameter
ParameterType & parameter
Definition: lcn_layer_backward.h:109
daal::algorithms::neural_networks::layers::lcn::backward::interface1::Batch::getResult
ResultPtr getResult()
Definition: lcn_layer_backward.h:170
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::lcn::backward::interface1::Batch::getLayerInput
virtual InputType * getLayerInput() DAAL_C11_OVERRIDE
Definition: lcn_layer_backward.h:149
daal::algorithms::neural_networks::layers::lcn::backward::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: lcn_layer_backward.h:194
daal::services::ErrorNullResult
Definition: error_indexes.h:96