49 #ifndef __IMPLICIT_ALS_TRAINING_BATCH_H__
50 #define __IMPLICIT_ALS_TRAINING_BATCH_H__
52 #include "algorithms/algorithm.h"
53 #include "algorithms/implicit_als/implicit_als_training_types.h"
59 namespace implicit_als
75 template<
typename algorithmFPType, Method method, CpuType cpu>
76 class DAAL_EXPORT BatchContainer :
public TrainingContainerIface<batch>
84 BatchContainer(daal::services::Environment::env *daalEnv);
90 services::Status compute() DAAL_C11_OVERRIDE;
105 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
106 class DAAL_EXPORT Batch :
public daal::algorithms::Training<batch>
124 Batch(
const Batch<algorithmFPType, method> &other) : input(other.input), parameter(other.parameter)
133 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
139 ResultPtr getResult()
148 services::Status setResult(
const ResultPtr& res)
150 DAAL_CHECK(res, services::ErrorNullResult)
152 _res = _result.get();
153 return services::Status();
161 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
163 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
167 training::ResultPtr _result;
169 virtual Batch<algorithmFPType, method> * cloneImpl() const DAAL_C11_OVERRIDE
171 return new Batch<algorithmFPType, method>(*this);
174 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
176 services::Status s = _result->allocate<algorithmFPType>(&input, ¶meter, (int) method);
177 _res = _result.get();
183 _ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
186 _result = training::ResultPtr(
new Result());
191 using interface1::BatchContainer;
192 using interface1::Batch;
daal
Definition: algorithm_base_common.h:57
daal::algorithms::implicit_als::training::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: implicit_als_training_batch.h:124
daal::algorithms::implicit_als::training::interface1::BatchContainer
Provides methods to run implementations of implicit ALS model-based training.
Definition: implicit_als_training_batch.h:76
daal::algorithms::implicit_als::training::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: implicit_als_training_batch.h:161
daal::algorithms::implicit_als::training::interface1::Batch::Batch
Batch()
Definition: implicit_als_training_batch.h:113
daal::algorithms::implicit_als::training::interface1::Batch::getResult
ResultPtr getResult()
Definition: implicit_als_training_batch.h:139
daal::algorithms::implicit_als::training::interface1::Batch::input
Input input
Definition: implicit_als_training_batch.h:109
daal::batch
Definition: daal_defines.h:131
daal::algorithms::implicit_als::training::interface1::Batch::setResult
services::Status setResult(const ResultPtr &res)
Definition: implicit_als_training_batch.h:148
daal::algorithms::implicit_als::training::interface1::Batch
Algorithm class for training the implicit ALS model.
Definition: implicit_als_training_batch.h:106
daal::algorithms::implicit_als::training::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: implicit_als_training_batch.h:133
daal::algorithms::implicit_als::training::interface1::Batch::parameter
Parameter parameter
Definition: implicit_als_training_batch.h:110
daal::services::ErrorNullResult
Definition: error_indexes.h:122
daal::algorithms::TrainingContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the model...
Definition: training.h:76
daal::algorithms::Training
Provides methods to train models that depend on the data provided. For example, these methods enable ...
Definition: training.h:86