25 #ifndef __IMPLICIT_ALS_TRAINING_INIT_BATCH_H__
26 #define __IMPLICIT_ALS_TRAINING_INIT_BATCH_H__
28 #include "algorithms/algorithm.h"
29 #include "algorithms/implicit_als/implicit_als_training_init_types.h"
35 namespace implicit_als
53 template<
typename algorithmFPType, Method method, CpuType cpu>
54 class BatchContainer :
public TrainingContainerIface<batch>
62 BatchContainer(daal::services::Environment::env *daalEnv);
68 services::Status compute() DAAL_C11_OVERRIDE;
83 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
84 class DAAL_EXPORT Batch :
public daal::algorithms::Training<batch>
87 typedef algorithms::implicit_als::training::init::Input InputType;
88 typedef algorithms::implicit_als::training::init::Parameter ParameterType;
89 typedef algorithms::implicit_als::training::init::Result ResultType;
92 ParameterType parameter;
106 Batch(
const Batch<algorithmFPType, method> &other) : input(other.input), parameter(other.parameter)
115 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
121 ResultPtr getResult()
130 services::Status setResult(
const ResultPtr& res)
132 DAAL_CHECK(res, services::ErrorNullResult)
134 _res = _result.get();
135 return services::Status();
143 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
145 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
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.reset(
new ResultType());
174 using interface1::BatchContainer;
175 using interface1::Batch;
daal::algorithms::implicit_als::training::init::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: implicit_als_training_init_batch.h:115
daal::algorithms::implicit_als::training::init::interface1::Batch::parameter
ParameterType parameter
Definition: implicit_als_training_init_batch.h:92
daal::batch
Definition: daal_defines.h:112
daal::algorithms::implicit_als::training::init::interface1::BatchContainer::BatchContainer
BatchContainer(daal::services::Environment::env *daalEnv)
daal::algorithms::implicit_als::training::init::interface1::BatchContainer
Provides methods to run implementations of the implicit ALS initialization algorithm.
Definition: implicit_als_training_init_batch.h:54
daal::algorithms::implicit_als::training::init::interface1::Batch::setResult
services::Status setResult(const ResultPtr &res)
Definition: implicit_als_training_init_batch.h:130
daal::algorithms::implicit_als::training::init::interface1::BatchContainer::~BatchContainer
~BatchContainer()
daal::algorithms::implicit_als::training::init::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: implicit_als_training_init_batch.h:143
daal::algorithms::implicit_als::training::init::interface1::Batch::input
InputType input
Definition: implicit_als_training_init_batch.h:91
daal::algorithms::implicit_als::training::init::interface1::Batch::getResult
ResultPtr getResult()
Definition: implicit_als_training_init_batch.h:121
daal::services::ErrorNullResult
Definition: error_indexes.h:98
daal::algorithms::implicit_als::training::init::interface1::BatchContainer::compute
services::Status compute() DAAL_C11_OVERRIDE
daal::algorithms::implicit_als::training::init::interface1::Batch::Batch
Batch()
Definition: implicit_als_training_init_batch.h:95
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::init::interface1::Batch
Algorithm class for initializing the implicit ALS model.
Definition: implicit_als_training_init_batch.h:84
daal::algorithms::implicit_als::training::init::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: implicit_als_training_init_batch.h:106
daal::algorithms::TrainingContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the model...
Definition: training.h:52