24 #ifndef __CROSS_ENTROPY_LOSS_TYPES_H__
25 #define __CROSS_ENTROPY_LOSS_TYPES_H__
27 #include "algorithms/algorithm.h"
28 #include "data_management/data/numeric_table.h"
29 #include "services/daal_defines.h"
30 #include "sum_of_functions_types.h"
39 namespace optimization_solver
50 namespace cross_entropy_loss
59 argument = (int)sum_of_functions::argument,
62 lastInputId = dependentVariables
87 struct DAAL_EXPORT Parameter :
public sum_of_functions::interface1::Parameter
99 DAAL_DEPRECATED Parameter(
size_t nClasses,
size_t numberOfTerms,
100 data_management::NumericTablePtr batchIndices = data_management::NumericTablePtr(),
101 const DAAL_UINT64 resultsToCompute = objective_function::gradient);
107 DAAL_DEPRECATED Parameter(
const Parameter &other);
113 DAAL_DEPRECATED_VIRTUAL
virtual services::Status check()
const;
115 DAAL_DEPRECATED_VIRTUAL
virtual ~Parameter() {}
128 class DAAL_EXPORT Input :
public sum_of_functions::interface1::Input
132 DAAL_DEPRECATED Input();
135 DAAL_DEPRECATED Input(
const Input& other);
138 DAAL_DEPRECATED_VIRTUAL
virtual ~Input() {}
145 DAAL_DEPRECATED
void set(InputId
id,
const data_management::NumericTablePtr &ptr);
152 DAAL_DEPRECATED data_management::NumericTablePtr
get(InputId id)
const;
161 DAAL_DEPRECATED services::Status check(
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
179 struct DAAL_EXPORT Parameter :
public sum_of_functions::Parameter
191 Parameter(
size_t nClasses,
size_t numberOfTerms,
192 data_management::NumericTablePtr batchIndices = data_management::NumericTablePtr(),
193 const DAAL_UINT64 resultsToCompute = objective_function::gradient);
199 Parameter(
const Parameter &other);
205 virtual services::Status check()
const;
207 virtual ~Parameter() {}
219 class DAAL_EXPORT Input :
public sum_of_functions::Input
226 Input(
const Input& other);
236 void set(InputId
id,
const data_management::NumericTablePtr &ptr);
243 data_management::NumericTablePtr
get(InputId id)
const;
252 services::Status check(
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
256 using interface2::Parameter;
257 using interface2::Input;
daal::algorithms::optimization_solver::cross_entropy_loss::interface1::Parameter::nClasses
size_t nClasses
Definition: cross_entropy_loss_types.h:120
daal::algorithms::optimization_solver::cross_entropy_loss::argument
Definition: cross_entropy_loss_types.h:59
daal::algorithms::optimization_solver::cross_entropy_loss::InputId
InputId
Definition: cross_entropy_loss_types.h:57
daal::algorithms::optimization_solver::sum_of_functions::interface1::Input
Input objects for the Sum of functions
Definition: sum_of_functions_types.h:113
daal::algorithms::optimization_solver::cross_entropy_loss::interface2::Input
Input objects for the Cross-entropy loss objective function
Definition: cross_entropy_loss_types.h:219
daal::algorithms::optimization_solver::cross_entropy_loss::interface2::Parameter::nClasses
size_t nClasses
Definition: cross_entropy_loss_types.h:212
daal::algorithms::optimization_solver::cross_entropy_loss::data
Definition: cross_entropy_loss_types.h:60
daal::algorithms::optimization_solver::cross_entropy_loss::Method
Method
Definition: cross_entropy_loss_types.h:69
daal::algorithms::optimization_solver::cross_entropy_loss::interface1::Parameter::penaltyL1
float penaltyL1
Definition: cross_entropy_loss_types.h:118
daal::algorithms::optimization_solver::sum_of_functions::interface1::Parameter
Parameter for the Sum of functions
Definition: sum_of_functions_types.h:71
daal::algorithms::optimization_solver::cross_entropy_loss::interface2::Parameter::penaltyL1
float penaltyL1
Definition: cross_entropy_loss_types.h:210
daal::algorithms::optimization_solver::cross_entropy_loss::dependentVariables
Definition: cross_entropy_loss_types.h:61
daal::algorithms::optimization_solver::cross_entropy_loss::interface1::Parameter::interceptFlag
bool interceptFlag
Definition: cross_entropy_loss_types.h:117
daal::algorithms::optimization_solver::cross_entropy_loss::interface2::Parameter
Parameter for Cross-entropy loss objective function
Definition: cross_entropy_loss_types.h:179
daal::algorithms::optimization_solver::cross_entropy_loss::defaultDense
Definition: cross_entropy_loss_types.h:71
daal::algorithms::optimization_solver::cross_entropy_loss::interface1::Parameter
Parameter for Cross-entropy loss objective function
Definition: cross_entropy_loss_types.h:87
daal::algorithms::optimization_solver::cross_entropy_loss::interface2::Parameter::interceptFlag
bool interceptFlag
Definition: cross_entropy_loss_types.h:209
daal::algorithms::optimization_solver::cross_entropy_loss::interface1::Input
Input objects for the Cross-entropy loss objective function
Definition: cross_entropy_loss_types.h:128
daal::algorithms::optimization_solver::cross_entropy_loss::interface2::Input::~Input
virtual ~Input()
Definition: cross_entropy_loss_types.h:229
daal::algorithms::optimization_solver::cross_entropy_loss::interface1::Parameter::penaltyL2
float penaltyL2
Definition: cross_entropy_loss_types.h:119
daal::algorithms::optimization_solver::sum_of_functions::argument
Definition: sum_of_functions_types.h:56
daal::algorithms::optimization_solver::cross_entropy_loss::interface1::Input::~Input
virtual DAAL_DEPRECATED_VIRTUAL ~Input()
Definition: cross_entropy_loss_types.h:138
daal::algorithms::optimization_solver::objective_function::gradient
Definition: objective_function_types.h:69
daal::algorithms::optimization_solver::cross_entropy_loss::interface2::Parameter::penaltyL2
float penaltyL2
Definition: cross_entropy_loss_types.h:211