25 #ifndef __ELTWISE_SUM_LAYER_BACKWARD_H__
26 #define __ELTWISE_SUM_LAYER_BACKWARD_H__
28 #include "algorithms/algorithm.h"
29 #include "services/daal_defines.h"
31 #include "data_management/data/tensor.h"
33 #include "algorithms/neural_networks/layers/layer.h"
34 #include "algorithms/neural_networks/layers/eltwise_sum/eltwise_sum_layer_types.h"
35 #include "algorithms/neural_networks/layers/eltwise_sum/eltwise_sum_layer_backward_types.h"
41 namespace neural_networks
68 template<
typename algorithmFPType, Method method, CpuType cpu>
69 class BatchContainer :
public AnalysisContainerIface<batch>
78 DAAL_DEPRECATED BatchContainer(daal::services::Environment::env *daalEnv);
83 DAAL_DEPRECATED ~BatchContainer();
90 DAAL_DEPRECATED services::Status compute() DAAL_C11_OVERRIDE;
110 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
111 class Batch :
public layers::backward::LayerIfaceImpl
114 typedef layers::backward::LayerIfaceImpl super;
116 typedef algorithms::neural_networks::layers::eltwise_sum::backward::Input InputType;
117 typedef algorithms::neural_networks::layers::eltwise_sum::Parameter ParameterType;
118 typedef algorithms::neural_networks::layers::eltwise_sum::backward::Result ResultType;
120 ParameterType ¶meter;
127 DAAL_DEPRECATED Batch() : parameter(_defaultParameter)
138 DAAL_DEPRECATED Batch(ParameterType& parameter) : parameter(parameter), _defaultParameter(parameter)
149 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
150 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
160 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
167 virtual InputType *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
174 virtual ParameterType *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
181 virtual layers::backward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
191 ResultPtr getResult()
203 DAAL_DEPRECATED services::Status setResult(
const ResultPtr& result)
205 DAAL_CHECK(result, services::ErrorNullResult)
207 _res = _result.get();
208 return services::Status();
217 DAAL_DEPRECATED services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
219 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
228 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
230 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
231 this->_res = this->_result.get();
239 virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
241 return new Batch<algorithmFPType, method>(*this);
249 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
252 _result.reset(
new ResultType());
257 ParameterType _defaultParameter;
261 using interface1::BatchContainer;
262 using interface1::Batch;
daal::algorithms::neural_networks::layers::eltwise_sum::backward::interface1::BatchContainer::~BatchContainer
DAAL_DEPRECATED ~BatchContainer()
daal::algorithms::neural_networks::layers::eltwise_sum::backward::interface1::Batch::Batch
DAAL_DEPRECATED Batch()
Definition: eltwise_sum_layer_backward.h:127
daal::algorithms::neural_networks::layers::eltwise_sum::backward::interface1::BatchContainer::compute
DAAL_DEPRECATED services::Status compute() DAAL_C11_OVERRIDE
daal::batch
Definition: daal_defines.h:112
daal::algorithms::neural_networks::layers::eltwise_sum::backward::interface1::Batch::getLayerResult
virtual layers::backward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
Definition: eltwise_sum_layer_backward.h:181
daal::algorithms::neural_networks::layers::eltwise_sum::backward::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: eltwise_sum_layer_backward.h:160
daal::algorithms::neural_networks::layers::eltwise_sum::backward::interface1::Batch::input
InputType input
Definition: eltwise_sum_layer_backward.h:121
daal::algorithms::neural_networks::layers::eltwise_sum::backward::interface1::Batch::clone
DAAL_DEPRECATED services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: eltwise_sum_layer_backward.h:217
daal::algorithms::neural_networks::layers::eltwise_sum::backward::interface1::BatchContainer::BatchContainer
DAAL_DEPRECATED BatchContainer(daal::services::Environment::env *daalEnv)
daal::algorithms::neural_networks::layers::eltwise_sum::backward::interface1::Batch::getLayerInput
virtual InputType * getLayerInput() DAAL_C11_OVERRIDE
Definition: eltwise_sum_layer_backward.h:167
daal::algorithms::neural_networks::layers::eltwise_sum::backward::interface1::Batch::getResult
ResultPtr getResult()
Definition: eltwise_sum_layer_backward.h:191
daal::algorithms::neural_networks::layers::eltwise_sum::backward::interface1::Batch::parameter
ParameterType & parameter
Definition: eltwise_sum_layer_backward.h:120
daal::algorithms::neural_networks::layers::eltwise_sum::backward::interface1::Batch
Provides methods for backward element-wise sum layer computations in the batch processing mode...
Definition: eltwise_sum_layer_backward.h:111
daal::services::ErrorNullResult
Definition: error_indexes.h:98
daal::algorithms::AnalysisContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the analy...
Definition: analysis.h:55
daal::algorithms::neural_networks::layers::eltwise_sum::backward::interface1::BatchContainer
Provides methods to run implementations of the of the backward element-wise sum layer This class is a...
Definition: eltwise_sum_layer_backward.h:69
daal::algorithms::neural_networks::layers::eltwise_sum::backward::interface1::Batch::allocateResult
virtual services::Status allocateResult() DAAL_C11_OVERRIDE
Definition: eltwise_sum_layer_backward.h:228
daal::algorithms::neural_networks::layers::eltwise_sum::backward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: eltwise_sum_layer_backward.h:149
daal::algorithms::neural_networks::layers::eltwise_sum::backward::interface1::Batch::Batch
DAAL_DEPRECATED Batch(ParameterType ¶meter)
Definition: eltwise_sum_layer_backward.h:138
daal::algorithms::neural_networks::layers::eltwise_sum::backward::interface1::Batch::setResult
DAAL_DEPRECATED services::Status setResult(const ResultPtr &result)
Definition: eltwise_sum_layer_backward.h:203
daal::algorithms::Analysis
Provides methods for execution of operations over data, such as computation of Summary Statistics est...
Definition: analysis.h:70
daal::algorithms::neural_networks::layers::eltwise_sum::backward::interface1::Batch::getLayerParameter
virtual ParameterType * getLayerParameter() DAAL_C11_OVERRIDE
Definition: eltwise_sum_layer_backward.h:174