22 #ifndef __SMOOTHRELU_H__
23 #define __SMOOTHRELU_H__
25 #include "algorithms/algorithm.h"
26 #include "data_management/data/numeric_table.h"
27 #include "services/daal_defines.h"
28 #include "algorithms/math/smoothrelu_types.h"
53 template<
typename algorithmFPType, Method method, CpuType cpu>
54 class DAAL_EXPORT BatchContainer :
public daal::algorithms::AnalysisContainerIface<batch>
62 BatchContainer(daal::services::Environment::env *daalEnv);
70 virtual services::Status compute() DAAL_C11_OVERRIDE;
87 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
88 class DAAL_EXPORT Batch :
public daal::algorithms::Analysis<batch>
91 typedef algorithms::math::smoothrelu::Input InputType;
92 typedef algorithms::math::smoothrelu::Result ResultType;
104 Batch(
const Batch<algorithmFPType, method> &other) : input(other.input)
113 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
119 ResultPtr getResult()
130 services::Status setResult(
const ResultPtr &result)
132 DAAL_CHECK(result, services::ErrorNullResult)
134 _res = _result.get();
135 return services::Status();
145 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
147 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
151 virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
153 return new Batch<algorithmFPType, method>(*this);
156 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
158 _result.reset(
new ResultType());
159 services::Status s = _result->allocate<algorithmFPType>(&input, NULL, (int) method);
160 _res = _result.get();
166 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
174 using interface1::BatchContainer;
175 using interface1::Batch;
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::math::smoothrelu::interface1::Batch
Computes SmoothReLU in the batch processing mode.
Definition: smoothrelu.h:88
daal::algorithms::math::smoothrelu::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: smoothrelu.h:113
daal::batch
Definition: daal_defines.h:110
daal::algorithms::math::smoothrelu::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: smoothrelu.h:130
daal::algorithms::math::smoothrelu::interface1::Batch::getResult
ResultPtr getResult()
Definition: smoothrelu.h:119
daal::algorithms::math::smoothrelu::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: smoothrelu.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::math::smoothrelu::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: smoothrelu.h:104
daal::algorithms::math::smoothrelu::interface1::BatchContainer
Provides methods to run implementations of the SmoothReLU algorithm. This class is associated with da...
Definition: smoothrelu.h:54
daal::services::ErrorNullResult
Definition: error_indexes.h:96
daal::algorithms::math::smoothrelu::interface1::Batch::input
InputType input
Definition: smoothrelu.h:138
daal::algorithms::math::smoothrelu::interface1::Batch::Batch
Batch()
Definition: smoothrelu.h:95