25 #ifndef __LBFGS_BATCH_H__
26 #define __LBFGS_BATCH_H__
28 #include "algorithms/algorithm.h"
29 #include "data_management/data/numeric_table.h"
30 #include "services/daal_defines.h"
31 #include "algorithms/optimization_solver/iterative_solver/iterative_solver_batch.h"
32 #include "lbfgs_types.h"
38 namespace optimization_solver
57 template<
typename algorithmFPType, Method method, CpuType cpu>
58 class BatchContainer :
public daal::algorithms::AnalysisContainerIface<batch>
66 BatchContainer(daal::services::Environment::env *daalEnv);
74 virtual services::Status compute() DAAL_C11_OVERRIDE;
94 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
95 class DAAL_EXPORT Batch :
public iterative_solver::interface1::Batch
98 typedef algorithms::optimization_solver::lbfgs::interface1::Input InputType;
99 typedef algorithms::optimization_solver::lbfgs::interface1::Parameter ParameterType;
100 typedef algorithms::optimization_solver::lbfgs::interface1::Result ResultType;
103 ParameterType parameter;
109 Batch(
const sum_of_functions::interface1::BatchPtr& objectiveFunction = sum_of_functions::interface1::BatchPtr()) :
111 parameter(objectiveFunction)
121 Batch(
const Batch<algorithmFPType, method> &other) :
122 iterative_solver::interface1::Batch(other),
124 parameter(other.parameter)
133 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
139 virtual iterative_solver::interface1::Input * getInput() DAAL_C11_OVERRIDE {
return &input; }
145 virtual iterative_solver::interface1::Parameter * getParameter() DAAL_C11_OVERRIDE {
return ¶meter; }
152 virtual services::Status createResult() DAAL_C11_OVERRIDE
154 _result = iterative_solver::interface1::ResultPtr(
new ResultType());
156 return services::Status();
164 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
166 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
173 static services::SharedPtr<Batch<algorithmFPType, method> > create();
176 virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
178 return new Batch<algorithmFPType, method>(*this);
181 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
183 services::Status s =
static_cast<ResultType*
>(_result.get())->allocate<algorithmFPType>(&input, ¶meter, (
int)method);
184 _res = _result.get();
190 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
193 _result.reset(
new ResultType());
214 template<
typename algorithmFPType, Method method, CpuType cpu>
215 class BatchContainer :
public daal::algorithms::AnalysisContainerIface<batch>
223 BatchContainer(daal::services::Environment::env *daalEnv);
231 virtual services::Status compute() DAAL_C11_OVERRIDE;
251 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
252 class DAAL_EXPORT Batch :
public iterative_solver::Batch
255 typedef algorithms::optimization_solver::lbfgs::Input InputType;
256 typedef algorithms::optimization_solver::lbfgs::Parameter ParameterType;
257 typedef algorithms::optimization_solver::lbfgs::Result ResultType;
260 ParameterType parameter;
266 Batch(
const sum_of_functions::BatchPtr& objectiveFunction = sum_of_functions::BatchPtr()) :
268 parameter(objectiveFunction)
278 Batch(
const Batch<algorithmFPType, method> &other) :
279 iterative_solver::Batch(other),
281 parameter(other.parameter)
290 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
296 virtual iterative_solver::Input * getInput() DAAL_C11_OVERRIDE {
return &input; }
302 virtual iterative_solver::Parameter * getParameter() DAAL_C11_OVERRIDE {
return ¶meter; }
309 virtual services::Status createResult() DAAL_C11_OVERRIDE
311 _result = iterative_solver::ResultPtr(
new ResultType());
313 return services::Status();
321 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
323 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
330 static services::SharedPtr<Batch<algorithmFPType, method> > create();
333 virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
335 return new Batch<algorithmFPType, method>(*this);
338 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
340 services::Status s =
static_cast<ResultType*
>(_result.get())->allocate<algorithmFPType>(&input, ¶meter, (
int)method);
341 _res = _result.get();
347 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
350 _result.reset(
new ResultType());
355 using interface2::BatchContainer;
356 using interface2::Batch;
daal::algorithms::optimization_solver::lbfgs::interface1::BatchContainer::compute
virtual services::Status compute() DAAL_C11_OVERRIDE
daal::algorithms::optimization_solver::lbfgs::interface1::Batch::Batch
Batch(const sum_of_functions::interface1::BatchPtr &objectiveFunction=sum_of_functions::interface1::BatchPtr())
Definition: lbfgs_batch.h:109
daal::batch
Definition: daal_defines.h:112
daal::algorithms::optimization_solver::lbfgs::interface1::BatchContainer::~BatchContainer
~BatchContainer()
daal::algorithms::optimization_solver::iterative_solver::interface1::Batch
Interface for computing the iterative solver in the batch processing mode.
Definition: iterative_solver_batch.h:54
daal::algorithms::optimization_solver::lbfgs::interface2::Batch::Batch
Batch(const sum_of_functions::BatchPtr &objectiveFunction=sum_of_functions::BatchPtr())
Definition: lbfgs_batch.h:266
daal::algorithms::optimization_solver::lbfgs::interface2::Batch::getInput
virtual iterative_solver::Input * getInput() DAAL_C11_OVERRIDE
Definition: lbfgs_batch.h:296
daal::algorithms::optimization_solver::lbfgs::interface2::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: lbfgs_batch.h:321
daal::algorithms::optimization_solver::lbfgs::interface2::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: lbfgs_batch.h:278
daal::algorithms::optimization_solver::lbfgs::interface1::BatchContainer
Provides methods to run implementations of the LBFGS algorithm. This class is associated with daal::a...
Definition: lbfgs_batch.h:58
daal::algorithms::optimization_solver::lbfgs::interface2::BatchContainer::compute
virtual services::Status compute() DAAL_C11_OVERRIDE
daal::algorithms::optimization_solver::lbfgs::interface1::Batch::getParameter
virtual iterative_solver::interface1::Parameter * getParameter() DAAL_C11_OVERRIDE
Definition: lbfgs_batch.h:145
daal::algorithms::optimization_solver::lbfgs::interface2::Batch
Computes LBFGS in the batch processing mode.
Definition: lbfgs_batch.h:252
daal::algorithms::optimization_solver::lbfgs::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: lbfgs_batch.h:164
daal::algorithms::AnalysisContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the analy...
Definition: analysis.h:55
daal::algorithms::optimization_solver::lbfgs::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: lbfgs_batch.h:121
daal::algorithms::optimization_solver::lbfgs::interface1::Batch::parameter
ParameterType parameter
Definition: lbfgs_batch.h:103
daal::algorithms::optimization_solver::lbfgs::interface1::Batch::getInput
virtual iterative_solver::interface1::Input * getInput() DAAL_C11_OVERRIDE
Definition: lbfgs_batch.h:139
daal::algorithms::optimization_solver::lbfgs::interface2::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: lbfgs_batch.h:290
daal::algorithms::optimization_solver::lbfgs::interface1::Parameter
Parameter class for LBFGS algorithm
Definition: lbfgs_types.h:104
daal::algorithms::optimization_solver::lbfgs::interface1::Input
Input class for LBFGS algorithm
Definition: lbfgs_types.h:158
daal::algorithms::optimization_solver::lbfgs::interface2::BatchContainer::BatchContainer
BatchContainer(daal::services::Environment::env *daalEnv)
daal::algorithms::optimization_solver::lbfgs::interface2::Batch::parameter
ParameterType parameter
Definition: lbfgs_batch.h:260
daal::algorithms::optimization_solver::lbfgs::interface2::BatchContainer::~BatchContainer
~BatchContainer()
daal::algorithms::optimization_solver::lbfgs::interface2::BatchContainer
Provides methods to run implementations of the LBFGS algorithm. This class is associated with daal::a...
Definition: lbfgs_batch.h:215
daal::algorithms::optimization_solver::lbfgs::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: lbfgs_batch.h:133
daal::algorithms::optimization_solver::iterative_solver::interface1::Input
Input parameters for the iterative solver algorithm
Definition: iterative_solver_types.h:160
daal::algorithms::optimization_solver::lbfgs::interface2::Batch::getParameter
virtual iterative_solver::Parameter * getParameter() DAAL_C11_OVERRIDE
Definition: lbfgs_batch.h:302
daal::algorithms::optimization_solver::lbfgs::interface2::Batch::createResult
virtual services::Status createResult() DAAL_C11_OVERRIDE
Definition: lbfgs_batch.h:309
daal::algorithms::optimization_solver::lbfgs::interface1::Result
Results obtained with the compute() method of the LBFGS algorithm in the batch processing mode...
Definition: lbfgs_types.h:196
daal::algorithms::Analysis
Provides methods for execution of operations over data, such as computation of Summary Statistics est...
Definition: analysis.h:70
daal::algorithms::optimization_solver::lbfgs::interface1::Batch::input
InputType input
Definition: lbfgs_batch.h:102
daal::algorithms::optimization_solver::iterative_solver::interface1::Result
Results obtained with the compute() method of the iterative solver algorithm in the batch processing ...
Definition: iterative_solver_types.h:223
daal::algorithms::optimization_solver::lbfgs::interface1::Batch::createResult
virtual services::Status createResult() DAAL_C11_OVERRIDE
Definition: lbfgs_batch.h:152
daal::algorithms::optimization_solver::iterative_solver::interface1::Parameter
Parameter base class for the iterative solver algorithm
Definition: iterative_solver_types.h:115
daal::algorithms::optimization_solver::lbfgs::interface2::Batch::input
InputType input
Definition: lbfgs_batch.h:259
daal::algorithms::optimization_solver::lbfgs::interface1::BatchContainer::BatchContainer
BatchContainer(daal::services::Environment::env *daalEnv)
daal::algorithms::optimization_solver::lbfgs::interface1::Batch
Computes LBFGS in the batch processing mode.
Definition: lbfgs_batch.h:95