24 #ifndef __DROPOUT_LAYER_FORWARD_H__
25 #define __DROPOUT_LAYER_FORWARD_H__
27 #include "algorithms/algorithm.h"
28 #include "data_management/data/tensor.h"
29 #include "services/daal_defines.h"
30 #include "algorithms/neural_networks/layers/layer.h"
31 #include "algorithms/neural_networks/layers/dropout/dropout_layer_types.h"
32 #include "algorithms/neural_networks/layers/dropout/dropout_layer_forward_types.h"
38 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;
91 DAAL_DEPRECATED services::Status setupCompute() DAAL_C11_OVERRIDE;
95 DAAL_DEPRECATED services::Status resetCompute() DAAL_C11_OVERRIDE;
118 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
119 class Batch :
public layers::forward::LayerIfaceImpl
122 typedef layers::forward::LayerIfaceImpl super;
124 typedef algorithms::neural_networks::layers::dropout::forward::Input InputType;
125 typedef algorithms::neural_networks::layers::dropout::Parameter ParameterType;
126 typedef algorithms::neural_networks::layers::dropout::forward::Result ResultType;
128 ParameterType ¶meter;
135 DAAL_DEPRECATED Batch() : parameter(_defaultParameter)
146 DAAL_DEPRECATED Batch(ParameterType& parameter) : parameter(parameter), _defaultParameter(parameter)
158 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
159 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
169 DAAL_DEPRECATED_VIRTUAL
virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
176 DAAL_DEPRECATED_VIRTUAL
virtual InputType *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
182 DAAL_DEPRECATED_VIRTUAL
virtual ParameterType *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
189 DAAL_DEPRECATED layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
199 ResultPtr getResult()
211 DAAL_DEPRECATED services::Status setResult(
const ResultPtr& result)
213 DAAL_CHECK(result, services::ErrorNullResult)
215 _res = _result.get();
216 return services::Status();
226 DAAL_DEPRECATED services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
228 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
237 DAAL_DEPRECATED_VIRTUAL
virtual services::Status allocateResult() DAAL_C11_OVERRIDE
239 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
240 this->_res = this->_result.get();
248 DAAL_DEPRECATED_VIRTUAL
virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
250 return new Batch<algorithmFPType, method>(*this);
258 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_LAYER_CONTAINER(BatchContainer, algorithmFPType, method)(&_env);
261 _result.reset(
new ResultType());
266 ParameterType _defaultParameter;
270 using interface1::BatchContainer;
271 using interface1::Batch;
daal::algorithms::neural_networks::layers::dropout::forward::interface1::Batch::parameter
ParameterType & parameter
Definition: dropout_layer_forward.h:128
daal::algorithms::neural_networks::layers::dropout::forward::interface1::Batch::getLayerInput
virtual DAAL_DEPRECATED_VIRTUAL InputType * getLayerInput() DAAL_C11_OVERRIDE
Definition: dropout_layer_forward.h:176
daal::algorithms::neural_networks::layers::dropout::forward::interface1::BatchContainer::~BatchContainer
DAAL_DEPRECATED ~BatchContainer()
daal::algorithms::neural_networks::layers::dropout::forward::interface1::Batch::getMethod
virtual DAAL_DEPRECATED_VIRTUAL int getMethod() const DAAL_C11_OVERRIDE
Definition: dropout_layer_forward.h:169
daal::algorithms::neural_networks::layers::dropout::forward::interface1::BatchContainer::BatchContainer
DAAL_DEPRECATED BatchContainer(daal::services::Environment::env *daalEnv)
daal::algorithms::neural_networks::layers::dropout::forward::interface1::BatchContainer::compute
DAAL_DEPRECATED services::Status compute() DAAL_C11_OVERRIDE
daal::algorithms::neural_networks::layers::dropout::forward::interface1::Batch::getLayerParameter
virtual DAAL_DEPRECATED_VIRTUAL ParameterType * getLayerParameter() DAAL_C11_OVERRIDE
Definition: dropout_layer_forward.h:182
daal::algorithms::neural_networks::layers::dropout::forward::interface1::Batch
Provides methods for the forward dropout layer in the batch processing mode.
Definition: dropout_layer_forward.h:119
daal::algorithms::neural_networks::layers::dropout::forward::interface1::Batch::clone
DAAL_DEPRECATED services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: dropout_layer_forward.h:226
daal::algorithms::neural_networks::layers::dropout::forward::interface1::Batch::Batch
DAAL_DEPRECATED Batch()
Definition: dropout_layer_forward.h:135
daal::services::ErrorNullResult
Definition: error_indexes.h:98
daal::algorithms::neural_networks::layers::dropout::forward::interface1::Batch::Batch
DAAL_DEPRECATED Batch(ParameterType ¶meter)
Definition: dropout_layer_forward.h:146
daal::algorithms::neural_networks::layers::dropout::forward::interface1::Batch::getLayerResult
DAAL_DEPRECATED layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
Definition: dropout_layer_forward.h:189
daal::algorithms::neural_networks::layers::dropout::forward::interface1::Batch::input
InputType input
Definition: dropout_layer_forward.h:129
daal::algorithms::neural_networks::layers::dropout::forward::interface1::Batch::getResult
ResultPtr getResult()
Definition: dropout_layer_forward.h:199
daal::algorithms::neural_networks::layers::dropout::forward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: dropout_layer_forward.h:158
daal::algorithms::neural_networks::layers::dropout::forward::interface1::BatchContainer
Provides methods to run implementations of the of the forward dropout layer This class is associated ...
Definition: dropout_layer_forward.h:66
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::dropout::forward::interface1::Batch::allocateResult
virtual DAAL_DEPRECATED_VIRTUAL services::Status allocateResult() DAAL_C11_OVERRIDE
Definition: dropout_layer_forward.h:237
daal::algorithms::neural_networks::layers::dropout::forward::interface1::Batch::setResult
DAAL_DEPRECATED services::Status setResult(const ResultPtr &result)
Definition: dropout_layer_forward.h:211