24 #ifndef __RIDGE_REGRESSION_TRAINING_ONLINE_H__
25 #define __RIDGE_REGRESSION_TRAINING_ONLINE_H__
27 #include "algorithms/algorithm.h"
28 #include "algorithms/ridge_regression/ridge_regression_training_types.h"
29 #include "algorithms/linear_model/linear_model_training_online.h"
35 namespace ridge_regression
50 template<
typename algorithmFPType, Method method, CpuType cpu>
51 class OnlineContainer :
public TrainingContainerIface<online>
58 OnlineContainer(daal::services::Environment::env *daalEnv);
68 services::Status compute() DAAL_C11_OVERRIDE;
75 services::Status finalizeCompute() DAAL_C11_OVERRIDE;
96 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = normEqDense>
97 class DAAL_EXPORT Online :
public linear_model::training::Online
100 typedef algorithms::ridge_regression::training::Input InputType;
101 typedef algorithms::ridge_regression::TrainParameter ParameterType;
102 typedef algorithms::ridge_regression::training::Result ResultType;
103 typedef algorithms::ridge_regression::training::PartialResult PartialResultType;
106 ParameterType parameter;
119 Online(
const Online<algorithmFPType, method> & other) :
120 linear_model::training::Online(other), input(other.input), parameter(other.parameter)
127 virtual regression::training::Input* getInput() DAAL_C11_OVERRIDE {
return &input; }
133 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int)method; }
139 PartialResultPtr getPartialResult() {
return PartialResultType::cast(_partialResult); }
145 ResultPtr getResult() {
return ResultType::cast(_result); }
152 services::SharedPtr<Online<algorithmFPType, method> > clone()
const
154 return services::SharedPtr<Online<algorithmFPType, method> >(cloneImpl());
159 virtual Online<algorithmFPType, method> * cloneImpl() const DAAL_C11_OVERRIDE
161 return new Online<algorithmFPType, method>(*this);
164 services::Status allocateResult() DAAL_C11_OVERRIDE
166 services::Status s = getResult()->template allocate<algorithmFPType>(&input, ¶meter, method);
167 _res = _result.get();
171 services::Status allocatePartialResult() DAAL_C11_OVERRIDE
173 services::Status s = getPartialResult()->template allocate<algorithmFPType>(&input, ¶meter, method);
174 _pres = _partialResult.get();
178 services::Status initializePartialResult() DAAL_C11_OVERRIDE
180 services::Status s = getPartialResult()->template initialize<algorithmFPType>(&input, ¶meter, method);
181 _pres = _partialResult.get();
187 _ac =
new __DAAL_ALGORITHM_CONTAINER(online, OnlineContainer, algorithmFPType, method)(&_env);
190 _partialResult.reset(
new PartialResultType());
191 _result.reset(
new ResultType());
197 using interface1::OnlineContainer;
198 using interface1::Online;
daal::algorithms::ridge_regression::training::interface1::Online::getPartialResult
PartialResultPtr getPartialResult()
Definition: ridge_regression_training_online.h:139
daal::algorithms::ridge_regression::training::interface1::Online
Provides methods for ridge regression model-based training in the online processing mode...
Definition: ridge_regression_training_online.h:97
daal::algorithms::ridge_regression::training::interface1::Online::Online
Online()
Definition: ridge_regression_training_online.h:109
daal::algorithms::ridge_regression::training::interface1::Online::clone
services::SharedPtr< Online< algorithmFPType, method > > clone() const
Definition: ridge_regression_training_online.h:152
daal::algorithms::ridge_regression::training::interface1::OnlineContainer::compute
services::Status compute() DAAL_C11_OVERRIDE
daal::algorithms::ridge_regression::training::interface1::OnlineContainer::~OnlineContainer
~OnlineContainer()
daal::algorithms::ridge_regression::training::interface1::Online::Online
Online(const Online< algorithmFPType, method > &other)
Definition: ridge_regression_training_online.h:119
daal::algorithms::ridge_regression::training::interface1::Online::input
InputType input
Definition: ridge_regression_training_online.h:105
daal::algorithms::ridge_regression::training::interface1::OnlineContainer::OnlineContainer
OnlineContainer(daal::services::Environment::env *daalEnv)
daal::online
Definition: daal_defines.h:114
daal::algorithms::ridge_regression::training::interface1::OnlineContainer::finalizeCompute
services::Status finalizeCompute() DAAL_C11_OVERRIDE
daal::algorithms::ridge_regression::training::interface1::Online::getResult
ResultPtr getResult()
Definition: ridge_regression_training_online.h:145
daal::algorithms::ridge_regression::training::interface1::Online::parameter
ParameterType parameter
Definition: ridge_regression_training_online.h:106
daal::algorithms::ridge_regression::training::interface1::Online::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: ridge_regression_training_online.h:133
daal::algorithms::ridge_regression::training::interface1::OnlineContainer
Class containing methods for ridge regression model-based training in the online processing mode...
Definition: ridge_regression_training_online.h:51
daal::algorithms::TrainingContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the model...
Definition: training.h:52