25 #ifndef __ELU_LAYER_FORWARD_H__
26 #define __ELU_LAYER_FORWARD_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/elu/elu_layer_types.h"
33 #include "algorithms/neural_networks/layers/elu/elu_layer_forward_types.h"
39 namespace neural_networks
65 template<
typename algorithmFPType, Method method, CpuType cpu>
66 class BatchContainer :
public layers::forward::LayerContainerIfaceImpl
75 DAAL_DEPRECATED BatchContainer(daal::services::Environment::env *daalEnv);
80 DAAL_DEPRECATED ~BatchContainer();
87 DAAL_DEPRECATED services::Status compute() DAAL_C11_OVERRIDE;
110 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
111 class Batch :
public layers::forward::LayerIfaceImpl
114 typedef layers::forward::LayerIfaceImpl super;
116 typedef algorithms::neural_networks::layers::elu::forward::Input InputType;
117 typedef algorithms::neural_networks::layers::elu::Parameter ParameterType;
118 typedef algorithms::neural_networks::layers::elu::forward::Result ResultType;
120 ParameterType ¶meter;
127 DAAL_DEPRECATED Batch() : parameter(_defaultParameter)
138 DAAL_DEPRECATED Batch(ParameterType& parameter) : parameter(parameter), _defaultParameter(parameter)
150 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
151 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
161 DAAL_DEPRECATED_VIRTUAL
virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
168 DAAL_DEPRECATED_VIRTUAL
virtual InputType *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
175 DAAL_DEPRECATED_VIRTUAL
virtual ParameterType *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
182 DAAL_DEPRECATED layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
192 ResultPtr getResult()
204 DAAL_DEPRECATED services::Status setResult(
const ResultPtr& result)
206 DAAL_CHECK(result, services::ErrorNullResult)
208 _res = _result.get();
209 return services::Status();
218 DAAL_DEPRECATED services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
220 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
229 DAAL_DEPRECATED_VIRTUAL
virtual services::Status allocateResult() DAAL_C11_OVERRIDE
231 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
232 this->_res = this->_result.get();
240 DAAL_DEPRECATED_VIRTUAL
virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
242 return new Batch<algorithmFPType, method>(*this);
250 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_LAYER_CONTAINER(BatchContainer, algorithmFPType, method)(&_env);
253 _result.reset(
new ResultType());
258 ParameterType _defaultParameter;
262 using interface1::BatchContainer;
263 using interface1::Batch;
daal::algorithms::neural_networks::layers::elu::forward::interface1::Batch::setResult
DAAL_DEPRECATED services::Status setResult(const ResultPtr &result)
Definition: elu_layer_forward.h:204
daal::algorithms::neural_networks::layers::elu::forward::interface1::Batch::getMethod
virtual DAAL_DEPRECATED_VIRTUAL int getMethod() const DAAL_C11_OVERRIDE
Definition: elu_layer_forward.h:161
daal::algorithms::neural_networks::layers::elu::forward::interface1::Batch::clone
DAAL_DEPRECATED services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: elu_layer_forward.h:218
daal::algorithms::neural_networks::layers::elu::forward::interface1::BatchContainer
Class containing methods for the forward ELU layer using algorithmFPType precision arithmetic...
Definition: elu_layer_forward.h:66
daal::algorithms::neural_networks::layers::elu::forward::interface1::BatchContainer::BatchContainer
DAAL_DEPRECATED BatchContainer(daal::services::Environment::env *daalEnv)
daal::services::ErrorNullResult
Definition: error_indexes.h:98
daal::algorithms::neural_networks::layers::elu::forward::interface1::Batch::parameter
ParameterType & parameter
Definition: elu_layer_forward.h:120
daal::algorithms::neural_networks::layers::elu::forward::interface1::Batch::getLayerResult
DAAL_DEPRECATED layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
Definition: elu_layer_forward.h:182
daal::algorithms::neural_networks::layers::elu::forward::interface1::Batch::allocateResult
virtual DAAL_DEPRECATED_VIRTUAL services::Status allocateResult() DAAL_C11_OVERRIDE
Definition: elu_layer_forward.h:229
daal::algorithms::neural_networks::layers::elu::forward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: elu_layer_forward.h:150
daal::algorithms::neural_networks::layers::elu::forward::interface1::Batch::getResult
ResultPtr getResult()
Definition: elu_layer_forward.h:192
daal::algorithms::neural_networks::layers::elu::forward::interface1::Batch::Batch
DAAL_DEPRECATED Batch(ParameterType ¶meter)
Definition: elu_layer_forward.h:138
daal::algorithms::neural_networks::layers::elu::forward::interface1::Batch::Batch
DAAL_DEPRECATED Batch()
Definition: elu_layer_forward.h:127
daal::algorithms::neural_networks::layers::elu::forward::interface1::Batch::getLayerInput
virtual DAAL_DEPRECATED_VIRTUAL InputType * getLayerInput() DAAL_C11_OVERRIDE
Definition: elu_layer_forward.h:168
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::elu::forward::interface1::Batch::getLayerParameter
virtual DAAL_DEPRECATED_VIRTUAL ParameterType * getLayerParameter() DAAL_C11_OVERRIDE
Definition: elu_layer_forward.h:175
daal::algorithms::neural_networks::layers::elu::forward::interface1::BatchContainer::~BatchContainer
DAAL_DEPRECATED ~BatchContainer()
daal::algorithms::neural_networks::layers::elu::forward::interface1::Batch::input
InputType input
Definition: elu_layer_forward.h:121
daal::algorithms::neural_networks::layers::elu::forward::interface1::Batch
Computes the results of the forward ELU layer in the batch processing mode.
Definition: elu_layer_forward.h:111
daal::algorithms::neural_networks::layers::elu::forward::interface1::BatchContainer::compute
DAAL_DEPRECATED services::Status compute() DAAL_C11_OVERRIDE