48 #ifndef __XAVIER_INITIALIZER_H__
49 #define __XAVIER_INITIALIZER_H__
51 #include "algorithms/algorithm.h"
52 #include "data_management/data/tensor.h"
53 #include "services/daal_defines.h"
54 #include "algorithms/neural_networks/initializers/initializer.h"
55 #include "algorithms/neural_networks/initializers/initializer_types.h"
56 #include "algorithms/neural_networks/initializers/xavier/xavier_initializer_types.h"
62 namespace neural_networks
64 namespace initializers
85 template<
typename algorithmFPType, Method method, CpuType cpu>
86 class DAAL_EXPORT BatchContainer :
public initializers::InitializerContainerIface
94 BatchContainer(daal::services::Environment::env *daalEnv);
102 services::Status compute() DAAL_C11_OVERRIDE;
119 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
120 class DAAL_EXPORT Batch :
public initializers::InitializerIface
123 typedef initializers::InitializerIface super;
139 Batch(
const Batch<algorithmFPType, method> &other) : super(other), parameter(other.parameter)
148 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
154 virtual Parameter * getParameter() DAAL_C11_OVERRIDE {
return ¶meter; }
160 ResultPtr getResult()
171 services::Status setResult(
const ResultPtr &result)
174 _res = _result.get();
175 return services::Status();
183 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
185 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
193 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
196 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
197 this->_res = this->_result.get();
202 virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
204 return new Batch<algorithmFPType, method>(*this);
209 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
212 _result.reset(
new Result());
220 using interface1::BatchContainer;
221 using interface1::Batch;
daal::algorithms::neural_networks::initializers::xavier::interface1::Batch::getResult
ResultPtr getResult()
Definition: xavier_initializer.h:160
daal
Definition: algorithm_base_common.h:57
daal::algorithms::neural_networks::initializers::xavier::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: xavier_initializer.h:171
daal::algorithms::neural_networks::initializers::xavier::interface1::Batch
Provides methods for Xavier initializer computations in the batch processing mode.
Definition: xavier_initializer.h:120
daal::algorithms::neural_networks::initializers::xavier::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: xavier_initializer.h:139
daal::batch
Definition: daal_defines.h:131
daal::algorithms::neural_networks::initializers::xavier::interface1::BatchContainer
Provides methods to run implementations of the Xavier initializer. This class is associated with the ...
Definition: xavier_initializer.h:86
daal::algorithms::neural_networks::initializers::xavier::interface1::Batch::parameter
Parameter parameter
Definition: xavier_initializer.h:124
daal::algorithms::neural_networks::initializers::xavier::interface1::Batch::allocateResult
virtual services::Status allocateResult() DAAL_C11_OVERRIDE
Definition: xavier_initializer.h:193
daal::algorithms::neural_networks::initializers::xavier::interface1::Batch::Batch
Batch()
Definition: xavier_initializer.h:129
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::initializers::xavier::interface1::Batch::getParameter
virtual Parameter * getParameter() DAAL_C11_OVERRIDE
Definition: xavier_initializer.h:154
daal::algorithms::neural_networks::initializers::xavier::interface1::Parameter
Xavier initializer parameters.
Definition: xavier_initializer_types.h:95
daal::algorithms::neural_networks::initializers::xavier::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: xavier_initializer.h:148
daal::algorithms::neural_networks::initializers::xavier::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: xavier_initializer.h:183