24 #ifndef __XAVIER_INITIALIZER_H__
25 #define __XAVIER_INITIALIZER_H__
27 #include "algorithms/algorithm.h"
28 #include "data_management/data/tensor.h"
29 #include "services/daal_defines.h"
30 #include "algorithms/neural_networks/initializers/initializer.h"
31 #include "algorithms/neural_networks/initializers/initializer_types.h"
32 #include "algorithms/neural_networks/initializers/xavier/xavier_initializer_types.h"
38 namespace neural_networks
40 namespace initializers
61 template<
typename algorithmFPType, Method method, CpuType cpu>
62 class BatchContainer :
public initializers::InitializerContainerIface
70 BatchContainer(daal::services::Environment::env *daalEnv);
78 services::Status compute() DAAL_C11_OVERRIDE;
95 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
96 class DAAL_EXPORT Batch :
public initializers::InitializerIface
99 typedef initializers::InitializerIface super;
101 typedef typename super::InputType InputType;
102 typedef algorithms::neural_networks::initializers::xavier::Parameter ParameterType;
103 typedef typename super::ResultType ResultType;
105 ParameterType parameter;
120 Batch(
const Batch<algorithmFPType, method> &other) : super(other), parameter(other.parameter)
129 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
135 virtual ParameterType * getParameter() DAAL_C11_OVERRIDE {
return ¶meter; }
141 ResultPtr getResult()
152 services::Status setResult(
const ResultPtr &result)
155 _res = _result.get();
156 return services::Status();
164 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
166 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
174 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
177 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
178 this->_res = this->_result.get();
183 virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
185 return new Batch<algorithmFPType, method>(*this);
190 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
193 _result.reset(
new ResultType());
201 using interface1::BatchContainer;
202 using interface1::Batch;
daal::algorithms::neural_networks::initializers::xavier::interface1::Batch::Batch
Batch()
Definition: xavier_initializer.h:110
daal::algorithms::neural_networks::initializers::xavier::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: xavier_initializer.h:164
daal::algorithms::neural_networks::initializers::xavier::interface1::Batch
Provides methods for Xavier initializer computations in the batch processing mode.
Definition: xavier_initializer.h:96
daal::batch
Definition: daal_defines.h:112
daal::algorithms::neural_networks::initializers::xavier::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: xavier_initializer.h:120
daal::algorithms::neural_networks::initializers::xavier::interface1::BatchContainer::compute
services::Status compute() DAAL_C11_OVERRIDE
daal::algorithms::neural_networks::initializers::xavier::interface1::Batch::getParameter
virtual ParameterType * getParameter() DAAL_C11_OVERRIDE
Definition: xavier_initializer.h:135
daal::algorithms::neural_networks::initializers::xavier::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: xavier_initializer.h:129
daal::algorithms::neural_networks::initializers::xavier::interface1::BatchContainer::BatchContainer
BatchContainer(daal::services::Environment::env *daalEnv)
daal::algorithms::neural_networks::initializers::xavier::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: xavier_initializer.h:152
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:62
daal::algorithms::neural_networks::initializers::xavier::interface1::Batch::getResult
ResultPtr getResult()
Definition: xavier_initializer.h:141
daal::algorithms::neural_networks::initializers::xavier::interface1::Batch::parameter
ParameterType parameter
Definition: xavier_initializer.h:105
daal::algorithms::neural_networks::initializers::xavier::interface1::BatchContainer::~BatchContainer
~BatchContainer()
daal::algorithms::neural_networks::initializers::xavier::interface1::Batch::allocateResult
virtual services::Status allocateResult() DAAL_C11_OVERRIDE
Definition: xavier_initializer.h:174
daal::algorithms::Analysis
Provides methods for execution of operations over data, such as computation of Summary Statistics est...
Definition: analysis.h:70