48 #ifndef __EM_GMM_INIT_TYPES_H__ 49 #define __EM_GMM_INIT_TYPES_H__ 51 #include "algorithms/algorithm.h" 52 #include "data_management/data/numeric_table.h" 53 #include "data_management/data/homogen_numeric_table.h" 54 #include "services/daal_defines.h" 55 #include "em_gmm_covariance_storage_id.h" 56 #include "algorithms/engines/mt19937/mt19937.h" 104 enum ResultCovariancesId
106 covariances = lastResultId + 1,
107 lastResultCovariancesId = covariances
133 struct DAAL_EXPORT Parameter :
public daal::algorithms::Parameter
144 Parameter(
size_t nComponents,
size_t nTrials = 20,
size_t nIterations = 10,
size_t seed = 777,
145 double accuracyThreshold = 1.0e-04, em_gmm::CovarianceStorageId covarianceStorage = em_gmm::full);
147 virtual ~Parameter() {}
152 virtual services::Status check()
const;
158 double accuracyThreshold;
159 em_gmm::CovarianceStorageId covarianceStorage;
160 engines::EnginePtr engine;
168 class DAAL_EXPORT Input :
public daal::algorithms::Input
175 Input(
const Input& other) : daal::algorithms::Input(other){}
184 void set(InputId id,
const data_management::NumericTablePtr &ptr);
191 data_management::NumericTablePtr
get(InputId id)
const;
198 services::Status check(
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
205 class DAAL_EXPORT Result :
public daal::algorithms::Result
208 DECLARE_SERIALIZABLE_CAST(Result);
212 virtual ~Result() {};
220 template <
typename algorithmFPType>
221 DAAL_EXPORT services::Status allocate(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *parameter,
const int method);
228 void set(ResultId id,
const data_management::NumericTablePtr &ptr);
235 void set(ResultCovariancesId id,
const data_management::DataCollectionPtr &ptr);
242 data_management::NumericTablePtr
get(ResultId id)
const;
249 data_management::DataCollectionPtr
get(ResultCovariancesId id)
const;
257 data_management::NumericTablePtr
get(ResultCovariancesId id,
size_t index)
const;
265 services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
269 template<
typename Archive,
bool onDeserialize>
270 services::Status serialImpl(Archive *arch)
272 return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
275 typedef services::SharedPtr<daal::algorithms::em_gmm::init::interface1::Result> ResultPtr;
279 using interface1::Parameter;
280 using interface1::Input;
281 using interface1::Result;
282 using interface1::ResultPtr;
daal::algorithms::em_gmm::init::interface1::Parameter::accuracyThreshold
double accuracyThreshold
Definition: em_gmm_init_types.h:158
daal::algorithms::em_gmm::init::ResultCovariancesId
ResultCovariancesId
Definition: em_gmm_init_types.h:104
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::interface1::Result
Base class to represent final results of the computation. Algorithm-specific final results are repres...
Definition: algorithm_types.h:331
daal::algorithms::em_gmm::CovarianceStorageId
CovarianceStorageId
Definition: em_gmm_covariance_storage_id.h:66
daal::algorithms::em_gmm::init::covariances
Definition: em_gmm_init_types.h:106
daal::algorithms::em_gmm::init::interface1::Parameter::seed
size_t seed
Definition: em_gmm_init_types.h:157
daal::algorithms::em_gmm::nIterations
Definition: em_gmm_types.h:123
daal::algorithms::em_gmm::init::interface1::Parameter::covarianceStorage
em_gmm::CovarianceStorageId covarianceStorage
Definition: em_gmm_init_types.h:159
daal::algorithms::em_gmm::init::Method
Method
Definition: em_gmm_init_types.h:114
daal::algorithms::interface1::Parameter
Base class to represent computation parameters. Algorithm-specific parameters are represented as deri...
Definition: algorithm_types.h:86
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::em_gmm::init::data
Definition: em_gmm_init_types.h:85
daal::algorithms::em_gmm::init::interface1::Parameter::nTrials
size_t nTrials
Definition: em_gmm_init_types.h:155
daal::algorithms::em_gmm::init::ResultId
ResultId
Definition: em_gmm_init_types.h:93
daal::algorithms::em_gmm::init::interface1::Parameter::nIterations
size_t nIterations
Definition: em_gmm_init_types.h:156
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::Parameter::nComponents
size_t nComponents
Definition: em_gmm_init_types.h:154
daal::algorithms::em_gmm::init::defaultDense
Definition: em_gmm_init_types.h:116
daal::algorithms::em_gmm::init::means
Definition: em_gmm_init_types.h:96
daal::algorithms::em_gmm::init::interface1::Parameter::engine
engines::EnginePtr engine
Definition: em_gmm_init_types.h:160
daal::algorithms::em_gmm::init::InputId
InputId
Definition: em_gmm_init_types.h:83
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
daal::algorithms::em_gmm::init::weights
Definition: em_gmm_init_types.h:95