23 #ifndef __LOGISTIC_LOSS_BATCH_H__
24 #define __LOGISTIC_LOSS_BATCH_H__
26 #include "algorithms/algorithm.h"
27 #include "data_management/data/numeric_table.h"
28 #include "services/daal_defines.h"
29 #include "sum_of_functions_batch.h"
30 #include "logistic_loss_types.h"
36 namespace optimization_solver
38 namespace logistic_loss
57 template<
typename algorithmFPType, Method method, CpuType cpu>
58 class DAAL_EXPORT BatchContainer :
public daal::algorithms::AnalysisContainerIface<batch>
66 BatchContainer(daal::services::Environment::env *daalEnv);
68 virtual ~BatchContainer();
74 virtual services::Status compute() DAAL_C11_OVERRIDE;
93 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
94 class DAAL_EXPORT Batch :
public sum_of_functions::Batch
97 typedef sum_of_functions::Batch super;
98 typedef algorithms::optimization_solver::logistic_loss::Input InputType;
99 typedef algorithms::optimization_solver::logistic_loss::Parameter ParameterType;
100 typedef typename super::ResultType ResultType;
105 Batch(
size_t numberOfTerms) : sum_of_functions::Batch(numberOfTerms, &input, new ParameterType(numberOfTerms))
118 Batch(
const Batch<algorithmFPType, method> &other) :
119 sum_of_functions::Batch(other.parameter().numberOfTerms, &input, new ParameterType(other.parameter())), input(other.input)
128 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int)method; }
135 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
137 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
145 services::Status allocate()
147 return allocateResult();
154 ParameterType& parameter() {
return *
static_cast<ParameterType*
>(_par); }
160 const ParameterType& parameter()
const {
return *
static_cast<const ParameterType*
>(_par); }
167 static services::SharedPtr<Batch<algorithmFPType, method> > create(
size_t numberOfTerms);
170 virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
172 return new Batch<algorithmFPType, method>(*this);
175 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
177 services::Status s = _result->allocate<algorithmFPType>(&input, _par, (int) method);
178 _res = _result.get();
184 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
186 _par = sumOfFunctionsParameter;
194 using interface1::BatchContainer;
195 using interface1::Batch;
daal::algorithms::optimization_solver::logistic_loss::interface1::Batch::parameter
const ParameterType & parameter() const
Definition: logistic_loss_batch.h:160
daal
Definition: algorithm_base_common.h:31
daal::algorithms::AnalysisContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the analy...
Definition: analysis.h:53
daal::algorithms::optimization_solver::logistic_loss::interface1::Batch::Batch
Batch(size_t numberOfTerms)
Definition: logistic_loss_batch.h:105
daal::algorithms::optimization_solver::logistic_loss::interface1::Batch
Computes the Logistic loss objective function in the batch processing mode.
Definition: logistic_loss_batch.h:94
daal::algorithms::optimization_solver::logistic_loss::interface1::BatchContainer
Provides methods to run implementations of the Logistic loss objective function. This class is associ...
Definition: logistic_loss_batch.h:58
daal::algorithms::optimization_solver::logistic_loss::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: logistic_loss_batch.h:118
daal::batch
Definition: daal_defines.h:106
daal::algorithms::optimization_solver::logistic_loss::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: logistic_loss_batch.h:135
daal::algorithms::optimization_solver::logistic_loss::interface1::Batch::allocate
services::Status allocate()
Definition: logistic_loss_batch.h:145
daal::algorithms::Analysis
Provides methods for execution of operations over data, such as computation of Summary Statistics est...
Definition: analysis.h:68
daal::algorithms::optimization_solver::logistic_loss::interface1::Batch::input
InputType input
Definition: logistic_loss_batch.h:190
daal::algorithms::optimization_solver::logistic_loss::interface1::Batch::parameter
ParameterType & parameter()
Definition: logistic_loss_batch.h:154
daal::algorithms::optimization_solver::logistic_loss::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: logistic_loss_batch.h:128