23 #ifndef __IMPLICIT_ALS_TRAINING_BATCH_H__
24 #define __IMPLICIT_ALS_TRAINING_BATCH_H__
26 #include "algorithms/algorithm.h"
27 #include "algorithms/implicit_als/implicit_als_training_types.h"
33 namespace implicit_als
49 template<
typename algorithmFPType, Method method, CpuType cpu>
50 class DAAL_EXPORT BatchContainer :
public TrainingContainerIface<batch>
58 BatchContainer(daal::services::Environment::env *daalEnv);
64 services::Status compute() DAAL_C11_OVERRIDE;
79 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
80 class DAAL_EXPORT Batch :
public daal::algorithms::Training<batch>
83 typedef algorithms::implicit_als::training::Input InputType;
84 typedef algorithms::implicit_als::Parameter ParameterType;
85 typedef algorithms::implicit_als::training::Result ResultType;
88 ParameterType parameter;
102 Batch(
const Batch<algorithmFPType, method> &other) : input(other.input), parameter(other.parameter)
111 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
117 ResultPtr getResult()
126 services::Status setResult(
const ResultPtr& res)
128 DAAL_CHECK(res, services::ErrorNullResult)
130 _res = _result.get();
131 return services::Status();
139 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
141 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
145 training::ResultPtr _result;
147 virtual Batch<algorithmFPType, method> * cloneImpl() const DAAL_C11_OVERRIDE
149 return new Batch<algorithmFPType, method>(*this);
152 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
154 services::Status s = _result->allocate<algorithmFPType>(&input, ¶meter, (int) method);
155 _res = _result.get();
161 _ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
164 _result = training::ResultPtr(
new ResultType());
169 using interface1::BatchContainer;
170 using interface1::Batch;
daal
Definition: algorithm_base_common.h:31
daal::algorithms::implicit_als::training::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: implicit_als_training_batch.h:102
daal::algorithms::implicit_als::training::interface1::BatchContainer
Provides methods to run implementations of implicit ALS model-based training.
Definition: implicit_als_training_batch.h:50
daal::algorithms::implicit_als::training::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: implicit_als_training_batch.h:139
daal::algorithms::implicit_als::training::interface1::Batch::Batch
Batch()
Definition: implicit_als_training_batch.h:91
daal::algorithms::implicit_als::training::interface1::Batch::getResult
ResultPtr getResult()
Definition: implicit_als_training_batch.h:117
daal::batch
Definition: daal_defines.h:106
daal::algorithms::implicit_als::training::interface1::Batch::setResult
services::Status setResult(const ResultPtr &res)
Definition: implicit_als_training_batch.h:126
daal::algorithms::implicit_als::training::interface1::Batch
Algorithm class for training the implicit ALS model.
Definition: implicit_als_training_batch.h:80
daal::algorithms::implicit_als::training::interface1::Batch::input
InputType input
Definition: implicit_als_training_batch.h:87
daal::algorithms::implicit_als::training::interface1::Batch::parameter
ParameterType parameter
Definition: implicit_als_training_batch.h:88
daal::algorithms::implicit_als::training::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: implicit_als_training_batch.h:111
daal::services::ErrorNullResult
Definition: error_indexes.h:96
daal::algorithms::TrainingContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the model...
Definition: training.h:50
daal::algorithms::Training
Provides methods to train models that depend on the data provided. For example, these methods enable ...
Definition: training.h:60