49 #ifndef __IMPLICIT_ALS_TRAINING_INIT_BATCH_H__ 50 #define __IMPLICIT_ALS_TRAINING_INIT_BATCH_H__ 52 #include "algorithms/algorithm.h" 53 #include "algorithms/implicit_als/implicit_als_training_init_types.h" 59 namespace implicit_als
77 template<
typename algorithmFPType, Method method, CpuType cpu>
78 class DAAL_EXPORT BatchContainer :
public TrainingContainerIface<batch>
86 BatchContainer(daal::services::Environment::env *daalEnv);
92 services::Status compute() DAAL_C11_OVERRIDE;
107 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
108 class DAAL_EXPORT Batch :
public daal::algorithms::Training<batch>
111 typedef algorithms::implicit_als::training::init::Input InputType;
112 typedef algorithms::implicit_als::training::init::Parameter ParameterType;
113 typedef algorithms::implicit_als::training::init::Result ResultType;
116 ParameterType parameter;
130 Batch(
const Batch<algorithmFPType, method> &other) : input(other.input), parameter(other.parameter)
139 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
145 ResultPtr getResult()
154 services::Status setResult(
const ResultPtr& res)
156 DAAL_CHECK(res, services::ErrorNullResult)
158 _res = _result.get();
159 return services::Status();
167 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const 169 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
173 virtual Batch<algorithmFPType, method> * cloneImpl()
const DAAL_C11_OVERRIDE
175 return new Batch<algorithmFPType, method>(*this);
178 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
180 services::Status s = _result->allocate<algorithmFPType>(&input, ¶meter, (int) method);
181 _res = _result.get();
187 _ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
190 _result.reset(
new ResultType());
198 using interface1::BatchContainer;
199 using interface1::Batch;
daal::algorithms::implicit_als::training::init::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: implicit_als_training_init_batch.h:167
daal::services::interface1::Environment::_envStruct
The environment structure.
Definition: env_detect.h:95
daal::services::interface1::Status
Class that holds the results of API calls. In case of API routine failure it contains the list of err...
Definition: error_handling.h:491
daal
Definition: algorithm_base_common.h:57
daal::algorithms::implicit_als::training::init::interface1::Batch::Batch
Batch()
Definition: implicit_als_training_init_batch.h:119
daal::algorithms::implicit_als::training::init::interface1::Batch::getResult
ResultPtr getResult()
Definition: implicit_als_training_init_batch.h:145
daal::algorithms::implicit_als::training::init::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: implicit_als_training_init_batch.h:139
daal::algorithms::implicit_als::training::init::interface1::Batch::parameter
ParameterType parameter
Definition: implicit_als_training_init_batch.h:116
daal::batch
Definition: daal_defines.h:132
daal::services::interface1::SharedPtr
Shared pointer that retains shared ownership of an object through a pointer. Several SharedPtr object...
Definition: daal_shared_ptr.h:187
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:78
daal::services::interface1::SharedPtr::get
T * get() const
Definition: daal_shared_ptr.h:332
daal::algorithms::implicit_als::training::init::interface1::Batch
Algorithm class for initializing the implicit ALS model.
Definition: implicit_als_training_init_batch.h:108
daal::algorithms::implicit_als::training::init::interface1::Batch::input
InputType input
Definition: implicit_als_training_init_batch.h:115
daal::algorithms::implicit_als::training::init::interface1::Result
Provides methods to access the results obtained with the compute() method of the implicit ALS initial...
Definition: implicit_als_training_init_types.h:530
daal::algorithms::implicit_als::training::init::interface1::Batch::setResult
services::Status setResult(const ResultPtr &res)
Definition: implicit_als_training_init_batch.h:154
daal::algorithms::implicit_als::training::init::interface1::Parameter
Parameters of the compute() method of the implicit ALS initialization algorithm.
Definition: implicit_als_training_init_types.h:178
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::implicit_als::training::init::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: implicit_als_training_init_batch.h:130
daal::algorithms::Training
Provides methods to train models that depend on the data provided. For example, these methods enable ...
Definition: training.h:86