22 #ifndef __CROSS_ENTROPY_LOSS_TYPES_H__
23 #define __CROSS_ENTROPY_LOSS_TYPES_H__
25 #include "algorithms/algorithm.h"
26 #include "data_management/data/numeric_table.h"
27 #include "services/daal_defines.h"
28 #include "sum_of_functions_types.h"
37 namespace optimization_solver
48 namespace cross_entropy_loss
57 argument = (int)sum_of_functions::argument,
60 lastInputId = dependentVariables
85 struct DAAL_EXPORT Parameter :
public sum_of_functions::interface1::Parameter
97 Parameter(
size_t nClasses,
size_t numberOfTerms,
98 data_management::NumericTablePtr batchIndices = data_management::NumericTablePtr(),
99 const DAAL_UINT64 resultsToCompute = objective_function::gradient);
105 Parameter(
const Parameter &other);
111 virtual services::Status check()
const;
113 virtual ~Parameter() {}
126 class DAAL_EXPORT Input :
public sum_of_functions::interface1::Input
133 Input(
const Input& other);
143 void set(InputId
id,
const data_management::NumericTablePtr &ptr);
150 data_management::NumericTablePtr
get(InputId id)
const;
159 services::Status check(
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
177 struct DAAL_EXPORT Parameter :
public sum_of_functions::Parameter
189 Parameter(
size_t nClasses,
size_t numberOfTerms,
190 data_management::NumericTablePtr batchIndices = data_management::NumericTablePtr(),
191 const DAAL_UINT64 resultsToCompute = objective_function::gradient);
197 Parameter(
const Parameter &other);
203 virtual services::Status check()
const;
205 virtual ~Parameter() {}
217 class DAAL_EXPORT Input :
public sum_of_functions::Input
224 Input(
const Input& other);
234 void set(InputId
id,
const data_management::NumericTablePtr &ptr);
241 data_management::NumericTablePtr
get(InputId id)
const;
250 services::Status check(
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
254 using interface2::Parameter;
255 using interface2::Input;
daal::algorithms::optimization_solver::cross_entropy_loss::data
Definition: cross_entropy_loss_types.h:58
daal::algorithms::optimization_solver::cross_entropy_loss::interface1::Parameter
Parameter for Cross-entropy loss objective function
Definition: cross_entropy_loss_types.h:85
daal
Definition: algorithm_base_common.h:31
daal::algorithms::optimization_solver::cross_entropy_loss::interface2::Parameter::nClasses
size_t nClasses
Definition: cross_entropy_loss_types.h:210
daal::algorithms::optimization_solver::cross_entropy_loss::interface2::Parameter
Parameter for Cross-entropy loss objective function
Definition: cross_entropy_loss_types.h:177
daal::algorithms::optimization_solver::cross_entropy_loss::dependentVariables
Definition: cross_entropy_loss_types.h:59
daal::algorithms::optimization_solver::cross_entropy_loss::interface2::Parameter::penaltyL2
float penaltyL2
Definition: cross_entropy_loss_types.h:209
daal::algorithms::optimization_solver::cross_entropy_loss::interface2::Parameter::penaltyL1
float penaltyL1
Definition: cross_entropy_loss_types.h:208
daal::algorithms::optimization_solver::sum_of_functions::interface1::Parameter
Parameter for the Sum of functions
Definition: sum_of_functions_types.h:69
daal::algorithms::optimization_solver::cross_entropy_loss::Method
Method
Definition: cross_entropy_loss_types.h:67
daal::algorithms::optimization_solver::cross_entropy_loss::interface2::Parameter::interceptFlag
bool interceptFlag
Definition: cross_entropy_loss_types.h:207
daal::algorithms::optimization_solver::sum_of_functions::argument
Definition: sum_of_functions_types.h:54
daal::algorithms::optimization_solver::cross_entropy_loss::interface1::Parameter::penaltyL2
float penaltyL2
Definition: cross_entropy_loss_types.h:117
daal::algorithms::optimization_solver::cross_entropy_loss::interface1::Parameter::penaltyL1
float penaltyL1
Definition: cross_entropy_loss_types.h:116
daal::algorithms::optimization_solver::cross_entropy_loss::defaultDense
Definition: cross_entropy_loss_types.h:69
daal::algorithms::optimization_solver::objective_function::gradient
Definition: objective_function_types.h:67
daal::algorithms::optimization_solver::cross_entropy_loss::interface1::Parameter::nClasses
size_t nClasses
Definition: cross_entropy_loss_types.h:118
daal::algorithms::optimization_solver::cross_entropy_loss::argument
Definition: cross_entropy_loss_types.h:57
daal::algorithms::optimization_solver::cross_entropy_loss::interface1::Parameter::interceptFlag
bool interceptFlag
Definition: cross_entropy_loss_types.h:115
daal::algorithms::optimization_solver::cross_entropy_loss::InputId
InputId
Definition: cross_entropy_loss_types.h:55