25 #ifndef __RELU_LAYER_BACKWARD_H__
26 #define __RELU_LAYER_BACKWARD_H__
28 #include "algorithms/algorithm.h"
29 #include "data_management/data/tensor.h"
30 #include "services/daal_defines.h"
31 #include "algorithms/neural_networks/layers/layer.h"
32 #include "algorithms/neural_networks/layers/relu/relu_layer_types.h"
33 #include "algorithms/neural_networks/layers/relu/relu_layer_backward_types.h"
39 namespace neural_networks
72 template<
typename algorithmFPType, Method method, CpuType cpu>
73 class BatchContainer :
public AnalysisContainerIface<batch>
82 DAAL_DEPRECATED BatchContainer(daal::services::Environment::env *daalEnv);
87 DAAL_DEPRECATED ~BatchContainer();
94 DAAL_DEPRECATED services::Status compute() DAAL_C11_OVERRIDE;
116 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
117 class Batch :
public layers::backward::LayerIfaceImpl
120 typedef layers::backward::LayerIfaceImpl super;
122 typedef algorithms::neural_networks::layers::relu::backward::Input InputType;
123 typedef algorithms::neural_networks::layers::relu::Parameter ParameterType;
124 typedef algorithms::neural_networks::layers::relu::backward::Result ResultType;
126 ParameterType ¶meter;
133 DAAL_DEPRECATED Batch() : parameter(_defaultParameter)
144 DAAL_DEPRECATED Batch(Parameter& parameter) : parameter(parameter), _defaultParameter(parameter)
156 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
157 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
167 DAAL_DEPRECATED_VIRTUAL
virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
174 DAAL_DEPRECATED_VIRTUAL
virtual InputType *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
181 DAAL_DEPRECATED_VIRTUAL
virtual ParameterType *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
188 DAAL_DEPRECATED layers::backward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
197 DAAL_DEPRECATED ResultPtr getResult()
209 DAAL_DEPRECATED services::Status setResult(
const ResultPtr& result)
211 DAAL_CHECK(result, services::ErrorNullResult)
213 _res = _result.get();
214 return services::Status();
223 DAAL_DEPRECATED services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
225 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
234 DAAL_DEPRECATED_VIRTUAL
virtual services::Status allocateResult() DAAL_C11_OVERRIDE
236 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
237 this->_res = this->_result.get();
245 DAAL_DEPRECATED_VIRTUAL
virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
247 return new Batch<algorithmFPType, method>(*this);
255 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
258 _result.reset(
new ResultType());
263 ParameterType _defaultParameter;
267 using interface1::BatchContainer;
268 using interface1::Batch;
daal::algorithms::neural_networks::layers::relu::backward::interface1::Batch::setResult
DAAL_DEPRECATED services::Status setResult(const ResultPtr &result)
Definition: relu_layer_backward.h:209
daal::algorithms::neural_networks::layers::relu::backward::interface1::Batch::allocateResult
virtual DAAL_DEPRECATED_VIRTUAL services::Status allocateResult() DAAL_C11_OVERRIDE
Definition: relu_layer_backward.h:234
daal::batch
Definition: daal_defines.h:112
daal::algorithms::neural_networks::layers::relu::backward::interface1::Batch::getLayerResult
DAAL_DEPRECATED layers::backward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
Definition: relu_layer_backward.h:188
daal::algorithms::neural_networks::layers::relu::backward::interface1::Batch::getLayerInput
virtual DAAL_DEPRECATED_VIRTUAL InputType * getLayerInput() DAAL_C11_OVERRIDE
Definition: relu_layer_backward.h:174
daal::algorithms::neural_networks::layers::relu::backward::interface1::Batch::getResult
DAAL_DEPRECATED ResultPtr getResult()
Definition: relu_layer_backward.h:197
daal::algorithms::neural_networks::layers::relu::backward::interface1::BatchContainer
Provides methods to run implementations of the of the backward relu layer This class is associated wi...
Definition: relu_layer_backward.h:73
daal::algorithms::neural_networks::layers::relu::backward::interface1::Batch::Batch
DAAL_DEPRECATED Batch(Parameter ¶meter)
Definition: relu_layer_backward.h:144
daal::algorithms::neural_networks::layers::relu::backward::interface1::Batch::Batch
DAAL_DEPRECATED Batch()
Definition: relu_layer_backward.h:133
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::relu::backward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: relu_layer_backward.h:156
daal::algorithms::neural_networks::layers::relu::backward::interface1::BatchContainer::compute
DAAL_DEPRECATED services::Status compute() DAAL_C11_OVERRIDE
daal::algorithms::neural_networks::layers::relu::backward::interface1::Batch::input
InputType input
Definition: relu_layer_backward.h:127
daal::algorithms::neural_networks::layers::relu::backward::interface1::Batch::clone
DAAL_DEPRECATED services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: relu_layer_backward.h:223
daal::algorithms::neural_networks::layers::relu::backward::interface1::BatchContainer::BatchContainer
DAAL_DEPRECATED BatchContainer(daal::services::Environment::env *daalEnv)
daal::algorithms::neural_networks::layers::relu::backward::interface1::Batch::parameter
ParameterType & parameter
Definition: relu_layer_backward.h:126
daal::algorithms::neural_networks::layers::relu::backward::interface1::Batch
Computes the results of the backward relu layer in the batch processing mode.
Definition: relu_layer_backward.h:117
daal::algorithms::neural_networks::layers::relu::backward::interface1::Batch::getMethod
virtual DAAL_DEPRECATED_VIRTUAL int getMethod() const DAAL_C11_OVERRIDE
Definition: relu_layer_backward.h:167
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::relu::backward::interface1::Batch::getLayerParameter
virtual DAAL_DEPRECATED_VIRTUAL ParameterType * getLayerParameter() DAAL_C11_OVERRIDE
Definition: relu_layer_backward.h:181
daal::algorithms::neural_networks::layers::relu::backward::interface1::BatchContainer::~BatchContainer
DAAL_DEPRECATED ~BatchContainer()