49 #ifndef __LINEAR_REGRESSION_TRAINING_ONLINE_H__
50 #define __LINEAR_REGRESSION_TRAINING_ONLINE_H__
52 #include "algorithms/algorithm.h"
53 #include "algorithms/linear_regression/linear_regression_training_types.h"
54 #include "algorithms/linear_model/linear_model_training_online.h"
60 namespace linear_regression
77 template<
typename algorithmFPType, Method method, CpuType cpu>
78 class DAAL_EXPORT OnlineContainer :
public TrainingContainerIface<online>
86 OnlineContainer(daal::services::Environment::env *daalEnv);
96 services::Status compute() DAAL_C11_OVERRIDE;
103 services::Status finalizeCompute() DAAL_C11_OVERRIDE;
124 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = normEqDense>
125 class DAAL_EXPORT Online :
public linear_model::training::Online
143 Online(
const Online<algorithmFPType, method> &other) :
144 linear_model::training::Online(other), input(other.input), parameter(other.parameter)
151 virtual regression::training::Input* getInput() DAAL_C11_OVERRIDE {
return &input; }
157 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int)method; }
163 PartialResultPtr getPartialResult() {
return PartialResult::cast(_partialResult); }
169 ResultPtr getResult() {
return Result::cast(_result); }
177 services::SharedPtr<Online<algorithmFPType, method> > clone()
const
179 return services::SharedPtr<Online<algorithmFPType, method> >(cloneImpl());
183 virtual Online<algorithmFPType, method> * cloneImpl() const DAAL_C11_OVERRIDE
185 return new Online<algorithmFPType, method>(*this);
188 services::Status allocateResult() DAAL_C11_OVERRIDE
190 services::Status s = getResult()->template allocate<algorithmFPType>(&input, ¶meter, method);
191 _res = _result.get();
195 services::Status allocatePartialResult() DAAL_C11_OVERRIDE
197 services::Status s = getPartialResult()->template allocate<algorithmFPType>(&input, ¶meter, method);
198 _pres = _partialResult.get();
202 services::Status initializePartialResult() DAAL_C11_OVERRIDE
204 services::Status s = getPartialResult()->template initialize<algorithmFPType>(&input, ¶meter, method);
205 _pres = _partialResult.get();
211 _ac =
new __DAAL_ALGORITHM_CONTAINER(online, OnlineContainer, algorithmFPType, method)(&_env);
214 _partialResult.reset(
new PartialResult());
215 _result.reset(
new Result());
220 using interface1::OnlineContainer;
221 using interface1::Online;
daal::algorithms::linear_regression::training::interface1::Online::parameter
Parameter parameter
Definition: linear_regression_training_online.h:129
daal
Definition: algorithm_base_common.h:57
daal::algorithms::linear_regression::training::interface1::Online::getPartialResult
PartialResultPtr getPartialResult()
Definition: linear_regression_training_online.h:163
daal::algorithms::linear_regression::training::interface1::Online::Online
Online(const Online< algorithmFPType, method > &other)
Definition: linear_regression_training_online.h:143
daal::algorithms::linear_regression::training::interface1::Online::Online
Online()
Definition: linear_regression_training_online.h:132
daal::algorithms::linear_regression::training::interface1::Online::clone
services::SharedPtr< Online< algorithmFPType, method > > clone() const
Definition: linear_regression_training_online.h:177
daal::algorithms::linear_regression::training::interface1::Online::getResult
ResultPtr getResult()
Definition: linear_regression_training_online.h:169
daal::algorithms::linear_regression::training::interface1::Online::input
Input input
Definition: linear_regression_training_online.h:128
daal::online
Definition: daal_defines.h:133
daal::algorithms::linear_regression::training::interface1::Online
Provides methods for linear regression model-based training in the online processing mode...
Definition: linear_regression_training_online.h:125
daal::algorithms::linear_regression::training::interface1::Online::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: linear_regression_training_online.h:157
daal::algorithms::TrainingContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the model...
Definition: training.h:76
daal::algorithms::linear_regression::training::interface1::OnlineContainer
Class containing methods for linear regression model-based training in the online processing mode...
Definition: linear_regression_training_online.h:78