48 #ifndef __EM_GMM_INIT_BATCH_H__ 49 #define __EM_GMM_INIT_BATCH_H__ 51 #include "algorithms/algorithm.h" 52 #include "data_management/data/numeric_table.h" 53 #include "services/daal_defines.h" 54 #include "em_gmm_init_types.h" 79 template<
typename algorithmFPType, Method method, CpuType cpu>
80 class DAAL_EXPORT BatchContainer :
public daal::algorithms::AnalysisContainerIface<batch>
88 BatchContainer(daal::services::Environment::env *daalEnv);
93 virtual 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::Analysis<batch>
109 typedef algorithms::em_gmm::init::Input InputType;
110 typedef algorithms::em_gmm::init::Parameter ParameterType;
111 typedef algorithms::em_gmm::init::Result ResultType;
113 Batch(
const size_t nComponents) : parameter(nComponents)
124 Batch(
const Batch<algorithmFPType, method> &other) : input(other.input), parameter(other.parameter)
133 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int)0; }
139 services::Status setResult(
const ResultPtr& result)
141 DAAL_CHECK(result, services::ErrorNullResult)
143 _res = _result.get();
144 return services::Status();
151 ResultPtr getResult()
161 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const 163 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
167 virtual Batch<algorithmFPType, method> * cloneImpl()
const DAAL_C11_OVERRIDE
169 return new Batch<algorithmFPType, method>(*this);
172 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
174 services::Status s = _result->allocate<algorithmFPType>(&input, ¶meter, 0);
175 _res = _result.get();
181 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
184 _result.reset(
new ResultType());
189 ParameterType parameter;
196 using interface1::BatchContainer;
197 using interface1::Batch;
daal::algorithms::em_gmm::init::interface1::Batch::getResult
ResultPtr getResult()
Definition: em_gmm_init_batch.h:151
daal::algorithms::em_gmm::init::interface1::Batch::parameter
ParameterType parameter
Definition: em_gmm_init_batch.h:189
daal::algorithms::em_gmm::init::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: em_gmm_init_batch.h:133
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::AnalysisContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the analy...
Definition: analysis.h:79
daal::algorithms::em_gmm::init::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: em_gmm_init_batch.h:124
daal::algorithms::em_gmm::init::interface1::Batch
Computes initial values for the EM for GMM algorithm in the batch processing mode.
Definition: em_gmm_init_batch.h:106
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::services::interface1::SharedPtr::get
T * get() const
Definition: daal_shared_ptr.h:332
daal::algorithms::em_gmm::init::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: em_gmm_init_batch.h:161
daal::algorithms::em_gmm::init::interface1::Result
Results obtained with the compute() method of the initialization of the EM for GMM algorithm in the b...
Definition: em_gmm_init_types.h:205
daal::algorithms::em_gmm::init::interface1::BatchContainer
Provides methods to compute initial values for the EM for GMM algorithm. The class is associated with...
Definition: em_gmm_init_batch.h:80
daal::algorithms::Analysis
Provides methods for execution of operations over data, such as computation of Summary Statistics est...
Definition: analysis.h:94
daal::algorithms::em_gmm::init::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: em_gmm_init_batch.h:139
daal::algorithms::em_gmm::init::interface1::Batch::input
InputType input
Definition: em_gmm_init_batch.h:188
daal::services::ErrorNullResult
Definition: error_indexes.h:122
daal::algorithms::em_gmm::init::interface1::Parameter
Parameter for the computation of initial values for the EM for GMM algorithm
Definition: em_gmm_init_types.h:133