48 #ifndef __DROPOUT_LAYER_FORWARD_H__
49 #define __DROPOUT_LAYER_FORWARD_H__
51 #include "algorithms/algorithm.h"
52 #include "data_management/data/tensor.h"
53 #include "services/daal_defines.h"
54 #include "algorithms/neural_networks/layers/layer.h"
55 #include "algorithms/neural_networks/layers/dropout/dropout_layer_types.h"
56 #include "algorithms/neural_networks/layers/dropout/dropout_layer_forward_types.h"
62 namespace neural_networks
87 template<
typename algorithmFPType, Method method, CpuType cpu>
88 class DAAL_EXPORT BatchContainer :
public layers::forward::LayerContainerIfaceImpl
96 BatchContainer(daal::services::Environment::env *daalEnv);
104 services::Status compute() DAAL_C11_OVERRIDE;
105 services::Status setupCompute() DAAL_C11_OVERRIDE;
106 services::Status resetCompute() DAAL_C11_OVERRIDE;
127 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
128 class Batch :
public layers::forward::LayerIfaceImpl
131 typedef layers::forward::LayerIfaceImpl super;
132 Parameter ¶meter;
136 Batch() : parameter(_defaultParameter)
146 Batch(Parameter& parameter) : parameter(parameter), _defaultParameter(parameter)
157 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
158 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
167 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
173 virtual Input *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
179 virtual Parameter *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
185 layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
194 ResultPtr getResult()
205 services::Status setResult(
const ResultPtr& result)
207 DAAL_CHECK(result, services::ErrorNullResult)
209 _res = _result.get();
210 return services::Status();
219 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
221 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
229 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();
237 virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
239 return new Batch<algorithmFPType, method>(*this);
244 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_LAYER_CONTAINER(BatchContainer, algorithmFPType, method)(&_env);
247 _result.reset(
new Result());
252 Parameter _defaultParameter;
256 using interface1::BatchContainer;
257 using interface1::Batch;
daal::algorithms::neural_networks::layers::dropout::forward::interface1::Batch::getLayerParameter
virtual Parameter * getLayerParameter() DAAL_C11_OVERRIDE
Definition: dropout_layer_forward.h:179
daal
Definition: algorithm_base_common.h:57
daal::algorithms::neural_networks::layers::dropout::forward::interface1::Batch::input
Input input
Definition: dropout_layer_forward.h:133
daal::algorithms::neural_networks::layers::dropout::forward::interface1::Batch::Batch
Batch(Parameter ¶meter)
Definition: dropout_layer_forward.h:146
daal::algorithms::neural_networks::layers::dropout::forward::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: dropout_layer_forward.h:219
daal::algorithms::neural_networks::layers::dropout::forward::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: dropout_layer_forward.h:205
daal::algorithms::neural_networks::layers::dropout::forward::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: dropout_layer_forward.h:167
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:128
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:88
daal::algorithms::neural_networks::layers::dropout::forward::interface1::Batch::getResult
ResultPtr getResult()
Definition: dropout_layer_forward.h:194
daal::algorithms::neural_networks::layers::dropout::forward::interface1::Batch::parameter
Parameter & parameter
Definition: dropout_layer_forward.h:132
daal::algorithms::neural_networks::layers::dropout::forward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: dropout_layer_forward.h:157
daal::algorithms::Analysis
Provides methods for execution of operations over data, such as computation of Summary Statistics est...
Definition: analysis.h:94
daal::algorithms::neural_networks::layers::dropout::forward::interface1::Batch::getLayerResult
layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
Definition: dropout_layer_forward.h:185
daal::algorithms::neural_networks::layers::dropout::forward::interface1::Batch::allocateResult
virtual services::Status allocateResult() DAAL_C11_OVERRIDE
Definition: dropout_layer_forward.h:229
daal::algorithms::neural_networks::layers::dropout::forward::interface1::Batch::getLayerInput
virtual Input * getLayerInput() DAAL_C11_OVERRIDE
Definition: dropout_layer_forward.h:173
daal::services::ErrorNullResult
Definition: error_indexes.h:122
daal::algorithms::neural_networks::layers::dropout::forward::interface1::Batch::Batch
Batch()
Definition: dropout_layer_forward.h:136