25 #ifndef __ADAGRAD_BATCH_H__
26 #define __ADAGRAD_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 "adagrad_types.h"
38 namespace optimization_solver
57 template<
typename algorithmFPType, Method method, CpuType cpu>
58 class BatchContainer :
public daal::algorithms::AnalysisContainerIface<batch>
66 DAAL_DEPRECATED BatchContainer(daal::services::Environment::env *daalEnv);
68 DAAL_DEPRECATED ~BatchContainer();
74 DAAL_DEPRECATED_VIRTUAL
virtual services::Status compute() DAAL_C11_OVERRIDE;
91 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
92 class DAAL_EXPORT Batch :
public iterative_solver::interface1::Batch
95 typedef algorithms::optimization_solver::adagrad::interface1::Input InputType;
96 typedef algorithms::optimization_solver::adagrad::interface1::Parameter ParameterType;
97 typedef algorithms::optimization_solver::adagrad::interface1::Result ResultType;
100 ParameterType parameter;
103 DAAL_DEPRECATED Batch(sum_of_functions::interface1::BatchPtr objectiveFunction = sum_of_functions::interface1::BatchPtr()) :
104 parameter(objectiveFunction)
115 DAAL_DEPRECATED Batch(
const Batch<algorithmFPType, method> &other) :
116 iterative_solver::interface1::Batch(other),
118 parameter(other.parameter)
127 DAAL_DEPRECATED_VIRTUAL
virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
133 DAAL_DEPRECATED_VIRTUAL
virtual iterative_solver::interface1::Input * getInput() DAAL_C11_OVERRIDE {
return &input; }
139 DAAL_DEPRECATED_VIRTUAL
virtual iterative_solver::interface1::Parameter * getParameter() DAAL_C11_OVERRIDE {
return ¶meter; }
146 DAAL_DEPRECATED_VIRTUAL
virtual services::Status createResult() DAAL_C11_OVERRIDE
148 _result = iterative_solver::interface1::ResultPtr(
new ResultType());
150 return services::Status();
158 DAAL_DEPRECATED services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
160 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
167 DAAL_DEPRECATED
static services::SharedPtr<Batch<algorithmFPType, method> > create();
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 =
static_cast<ResultType*
>(_result.get())->allocate<algorithmFPType>(&input, ¶meter, (
int)method);
178 _res = _result.get();
184 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
187 _result.reset(
new ResultType());
208 template<
typename algorithmFPType, Method method, CpuType cpu>
209 class BatchContainer :
public daal::algorithms::AnalysisContainerIface<batch>
217 BatchContainer(daal::services::Environment::env *daalEnv);
225 virtual services::Status compute() DAAL_C11_OVERRIDE;
242 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
243 class DAAL_EXPORT Batch :
public iterative_solver::Batch
246 typedef algorithms::optimization_solver::adagrad::Input InputType;
247 typedef algorithms::optimization_solver::adagrad::Parameter ParameterType;
248 typedef algorithms::optimization_solver::adagrad::Result ResultType;
251 ParameterType parameter;
254 Batch(sum_of_functions::BatchPtr objectiveFunction = sum_of_functions::BatchPtr()) :
255 parameter(objectiveFunction)
266 Batch(
const Batch<algorithmFPType, method> &other) :
267 iterative_solver::Batch(other),
269 parameter(other.parameter)
278 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
284 virtual iterative_solver::Input * getInput() DAAL_C11_OVERRIDE {
return &input; }
290 virtual iterative_solver::Parameter * getParameter() DAAL_C11_OVERRIDE {
return ¶meter; }
297 virtual services::Status createResult() DAAL_C11_OVERRIDE
299 _result = iterative_solver::ResultPtr(
new ResultType());
301 return services::Status();
309 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
311 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
318 static services::SharedPtr<Batch<algorithmFPType, method> > create();
321 virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
323 return new Batch<algorithmFPType, method>(*this);
326 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
328 services::Status s =
static_cast<ResultType*
>(_result.get())->allocate<algorithmFPType>(&input, ¶meter, (
int)method);
329 _res = _result.get();
335 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
338 _result.reset(
new ResultType());
343 using interface2::BatchContainer;
344 using interface2::Batch;
daal::algorithms::optimization_solver::adagrad::interface2::Batch::input
InputType input
Definition: adagrad_batch.h:250
daal::algorithms::optimization_solver::adagrad::interface1::Parameter
Parameter base class for the Adaptive gradient descent algorithm
Definition: adagrad_types.h:86
daal::algorithms::optimization_solver::adagrad::interface2::Batch::createResult
virtual services::Status createResult() DAAL_C11_OVERRIDE
Definition: adagrad_batch.h:297
daal::algorithms::optimization_solver::adagrad::interface2::BatchContainer::~BatchContainer
~BatchContainer()
daal::batch
Definition: daal_defines.h:112
daal::algorithms::optimization_solver::adagrad::interface1::Batch::input
InputType input
Definition: adagrad_batch.h:99
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::adagrad::interface2::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: adagrad_batch.h:266
daal::algorithms::optimization_solver::adagrad::interface1::Batch::Batch
DAAL_DEPRECATED Batch(const Batch< algorithmFPType, method > &other)
Definition: adagrad_batch.h:115
daal::algorithms::optimization_solver::adagrad::interface1::Batch::getParameter
virtual DAAL_DEPRECATED_VIRTUAL iterative_solver::interface1::Parameter * getParameter() DAAL_C11_OVERRIDE
Definition: adagrad_batch.h:139
daal::algorithms::optimization_solver::adagrad::interface2::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: adagrad_batch.h:309
daal::algorithms::optimization_solver::adagrad::interface1::Batch::clone
DAAL_DEPRECATED services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: adagrad_batch.h:158
daal::algorithms::optimization_solver::adagrad::interface2::Batch::Batch
Batch(sum_of_functions::BatchPtr objectiveFunction=sum_of_functions::BatchPtr())
Definition: adagrad_batch.h:254
daal::algorithms::optimization_solver::adagrad::interface2::Batch::parameter
ParameterType parameter
Definition: adagrad_batch.h:251
daal::algorithms::optimization_solver::adagrad::interface2::Batch::getParameter
virtual iterative_solver::Parameter * getParameter() DAAL_C11_OVERRIDE
Definition: adagrad_batch.h:290
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::adagrad::interface1::BatchContainer::compute
virtual DAAL_DEPRECATED_VIRTUAL services::Status compute() DAAL_C11_OVERRIDE
daal::algorithms::optimization_solver::adagrad::interface1::BatchContainer::~BatchContainer
DAAL_DEPRECATED ~BatchContainer()
daal::algorithms::optimization_solver::adagrad::interface1::Batch::getMethod
virtual DAAL_DEPRECATED_VIRTUAL int getMethod() const DAAL_C11_OVERRIDE
Definition: adagrad_batch.h:127
daal::algorithms::optimization_solver::adagrad::interface2::Batch
Computes Adaptive gradient descent in the batch processing mode.
Definition: adagrad_batch.h:243
daal::algorithms::optimization_solver::adagrad::interface1::Batch::getInput
virtual DAAL_DEPRECATED_VIRTUAL iterative_solver::interface1::Input * getInput() DAAL_C11_OVERRIDE
Definition: adagrad_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::adagrad::interface2::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: adagrad_batch.h:278
daal::algorithms::optimization_solver::adagrad::interface2::BatchContainer
Provides methods to run implementations of the adaptive gradient descent algorithm. This class is associated with daal::algorithms::optimization_solver::adagrad::BatchContainer class.
Definition: adagrad_batch.h:209
daal::algorithms::optimization_solver::adagrad::interface2::Batch::getInput
virtual iterative_solver::Input * getInput() DAAL_C11_OVERRIDE
Definition: adagrad_batch.h:284
daal::algorithms::optimization_solver::adagrad::interface1::Batch
Computes Adaptive gradient descent in the batch processing mode.
Definition: adagrad_batch.h:92
daal::algorithms::optimization_solver::adagrad::interface2::BatchContainer::BatchContainer
BatchContainer(daal::services::Environment::env *daalEnv)
daal::algorithms::optimization_solver::adagrad::interface1::Batch::parameter
ParameterType parameter
Definition: adagrad_batch.h:100
daal::algorithms::optimization_solver::adagrad::interface1::Batch::createResult
virtual DAAL_DEPRECATED_VIRTUAL services::Status createResult() DAAL_C11_OVERRIDE
Definition: adagrad_batch.h:146
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::adagrad::interface1::Batch::Batch
DAAL_DEPRECATED Batch(sum_of_functions::interface1::BatchPtr objectiveFunction=sum_of_functions::interface1::BatchPtr())
Definition: adagrad_batch.h:103
daal::algorithms::optimization_solver::adagrad::interface2::BatchContainer::compute
virtual services::Status compute() DAAL_C11_OVERRIDE
daal::algorithms::optimization_solver::adagrad::interface1::BatchContainer
Provides methods to run implementations of the adaptive gradient descent algorithm.
Definition: adagrad_batch.h:58
daal::algorithms::optimization_solver::adagrad::interface1::Input
Input class for the Adaptive gradient descent algorithm
Definition: adagrad_types.h:141
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::adagrad::interface1::BatchContainer::BatchContainer
DAAL_DEPRECATED BatchContainer(daal::services::Environment::env *daalEnv)
daal::algorithms::optimization_solver::adagrad::interface1::Result
Results obtained with the compute() method of the adagrad algorithm in the batch processing mode...
Definition: adagrad_types.h:180