23 #ifndef __SPLIT_LAYER_FORWARD_H__
24 #define __SPLIT_LAYER_FORWARD_H__
26 #include "algorithms/algorithm.h"
27 #include "data_management/data/tensor.h"
28 #include "services/daal_defines.h"
29 #include "algorithms/neural_networks/layers/layer.h"
30 #include "algorithms/neural_networks/layers/split/split_layer_types.h"
31 #include "algorithms/neural_networks/layers/split/split_layer_forward_types.h"
37 namespace neural_networks
68 template<
typename algorithmFPType, Method method, CpuType cpu>
69 class DAAL_EXPORT BatchContainer :
public layers::forward::LayerContainerIfaceImpl
77 BatchContainer(daal::services::Environment::env *daalEnv);
85 services::Status compute() DAAL_C11_OVERRIDE;
105 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
106 class Batch :
public layers::forward::LayerIfaceImpl
109 typedef layers::forward::LayerIfaceImpl super;
111 typedef algorithms::neural_networks::layers::split::forward::Input InputType;
112 typedef algorithms::neural_networks::layers::split::Parameter ParameterType;
113 typedef algorithms::neural_networks::layers::split::forward::Result ResultType;
115 ParameterType ¶meter;
119 Batch() : parameter(_defaultParameter)
129 Batch(ParameterType& parameter) : parameter(parameter), _defaultParameter(parameter)
139 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
140 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
149 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
155 virtual InputType *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
161 virtual ParameterType *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
167 layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
176 ResultPtr getResult()
187 services::Status setResult(
const ResultPtr& result)
189 DAAL_CHECK(result, services::ErrorNullResult)
191 _res = _result.get();
192 return services::Status();
200 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
202 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
210 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
212 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
213 this->_res = this->_result.get();
218 virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
220 return new Batch<algorithmFPType, method>(*this);
225 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_LAYER_CONTAINER(BatchContainer, algorithmFPType, method)(&_env);
228 _result.reset(
new ResultType());
233 ParameterType _defaultParameter;
237 using interface1::BatchContainer;
238 using interface1::Batch;
daal
Definition: algorithm_base_common.h:31
daal::algorithms::dbscan::split
Definition: dbscan_types.h:165
daal::algorithms::neural_networks::layers::split::forward::interface1::BatchContainer
Provides methods to run implementations of the of the forward split layer This class is associated wi...
Definition: split_layer_forward.h:69
daal::algorithms::neural_networks::layers::split::forward::interface1::Batch::getLayerInput
virtual InputType * getLayerInput() DAAL_C11_OVERRIDE
Definition: split_layer_forward.h:155
daal::algorithms::neural_networks::layers::split::forward::interface1::Batch::parameter
ParameterType & parameter
Definition: split_layer_forward.h:115
daal::algorithms::neural_networks::layers::split::forward::interface1::Batch::allocateResult
virtual services::Status allocateResult() DAAL_C11_OVERRIDE
Definition: split_layer_forward.h:210
daal::algorithms::neural_networks::layers::split::forward::interface1::Batch::input
InputType input
Definition: split_layer_forward.h:116
daal::algorithms::neural_networks::layers::split::forward::interface1::Batch::Batch
Batch(ParameterType ¶meter)
Definition: split_layer_forward.h:129
daal::algorithms::neural_networks::layers::split::forward::interface1::Batch::getLayerResult
layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
Definition: split_layer_forward.h:167
daal::algorithms::neural_networks::layers::split::forward::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: split_layer_forward.h:200
daal::algorithms::neural_networks::layers::split::forward::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: split_layer_forward.h:187
daal::algorithms::neural_networks::layers::split::forward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: split_layer_forward.h:139
daal::algorithms::Analysis
Provides methods for execution of operations over data, such as computation of Summary Statistics est...
Definition: analysis.h:68
daal::algorithms::neural_networks::layers::split::forward::interface1::Batch
Computes the results of the forward split layer in the batch processing mode.
Definition: split_layer_forward.h:106
daal::algorithms::neural_networks::layers::split::forward::interface1::Batch::Batch
Batch()
Default constructor.
Definition: split_layer_forward.h:119
daal::algorithms::neural_networks::layers::split::forward::interface1::Batch::getResult
ResultPtr getResult()
Definition: split_layer_forward.h:176
daal::algorithms::neural_networks::layers::split::forward::interface1::Batch::getLayerParameter
virtual ParameterType * getLayerParameter() DAAL_C11_OVERRIDE
Definition: split_layer_forward.h:161
daal::algorithms::neural_networks::layers::split::forward::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: split_layer_forward.h:149
daal::services::ErrorNullResult
Definition: error_indexes.h:96