25 #ifndef __IMPLICIT_ALS_TRAINING_BATCH_H__
26 #define __IMPLICIT_ALS_TRAINING_BATCH_H__
28 #include "algorithms/algorithm.h"
29 #include "algorithms/implicit_als/implicit_als_training_types.h"
35 namespace implicit_als
51 template<
typename algorithmFPType, Method method, CpuType cpu>
52 class BatchContainer :
public TrainingContainerIface<batch>
60 BatchContainer(daal::services::Environment::env *daalEnv);
66 services::Status compute() DAAL_C11_OVERRIDE;
81 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
82 class DAAL_EXPORT Batch :
public daal::algorithms::Training<batch>
85 typedef algorithms::implicit_als::training::Input InputType;
86 typedef algorithms::implicit_als::Parameter ParameterType;
87 typedef algorithms::implicit_als::training::Result ResultType;
90 ParameterType parameter;
104 Batch(
const Batch<algorithmFPType, method> &other) : input(other.input), parameter(other.parameter)
113 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
119 ResultPtr getResult()
128 services::Status setResult(
const ResultPtr& res)
130 DAAL_CHECK(res, services::ErrorNullResult)
132 _res = _result.get();
133 return services::Status();
141 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
143 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
147 training::ResultPtr _result;
149 virtual Batch<algorithmFPType, method> * cloneImpl() const DAAL_C11_OVERRIDE
151 return new Batch<algorithmFPType, method>(*this);
154 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
156 services::Status s = _result->allocate<algorithmFPType>(&input, ¶meter, (int) method);
157 _res = _result.get();
163 _ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
166 _result = training::ResultPtr(
new ResultType());
171 using interface1::BatchContainer;
172 using interface1::Batch;
daal::algorithms::implicit_als::training::interface1::Batch::input
InputType input
Definition: implicit_als_training_batch.h:89
daal::algorithms::implicit_als::training::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: implicit_als_training_batch.h:141
daal::batch
Definition: daal_defines.h:112
daal::algorithms::implicit_als::training::interface1::Batch::parameter
ParameterType parameter
Definition: implicit_als_training_batch.h:90
daal::algorithms::implicit_als::training::interface1::BatchContainer::BatchContainer
BatchContainer(daal::services::Environment::env *daalEnv)
daal::algorithms::implicit_als::training::interface1::BatchContainer::~BatchContainer
~BatchContainer()
daal::services::ErrorNullResult
Definition: error_indexes.h:98
daal::algorithms::implicit_als::training::interface1::BatchContainer::compute
services::Status compute() DAAL_C11_OVERRIDE
daal::algorithms::implicit_als::training::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: implicit_als_training_batch.h:104
daal::algorithms::implicit_als::training::interface1::Batch::getResult
ResultPtr getResult()
Definition: implicit_als_training_batch.h:119
daal::algorithms::implicit_als::training::interface1::Batch::setResult
services::Status setResult(const ResultPtr &res)
Definition: implicit_als_training_batch.h:128
daal::algorithms::Training
Provides methods to train models that depend on the data provided. For example, these methods enable ...
Definition: training.h:62
daal::algorithms::implicit_als::training::interface1::BatchContainer
Provides methods to run implementations of implicit ALS model-based training.
Definition: implicit_als_training_batch.h:52
daal::algorithms::implicit_als::training::interface1::Batch
Algorithm class for training the implicit ALS model.
Definition: implicit_als_training_batch.h:82
daal::algorithms::implicit_als::training::interface1::Batch::Batch
Batch()
Definition: implicit_als_training_batch.h:93
daal::algorithms::TrainingContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the model...
Definition: training.h:52
daal::algorithms::implicit_als::training::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: implicit_als_training_batch.h:113