25 #ifndef __ABS_LAYER_BACKWARD_H__
26 #define __ABS_LAYER_BACKWARD_H__
28 #include "algorithms/algorithm.h"
29 #include "data_management/data/tensor.h"
30 #include "services/daal_defines.h"
31 #include "algorithms/neural_networks/layers/layer.h"
32 #include "algorithms/neural_networks/layers/abs/abs_layer_types.h"
33 #include "algorithms/neural_networks/layers/abs/abs_layer_backward_types.h"
39 namespace neural_networks
66 template<
typename algorithmFPType, Method method, CpuType cpu>
67 class BatchContainer :
public AnalysisContainerIface<batch>
75 BatchContainer(daal::services::Environment::env *daalEnv);
87 services::Status compute() DAAL_C11_OVERRIDE;
109 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
110 class Batch :
public layers::backward::LayerIfaceImpl
113 typedef layers::backward::LayerIfaceImpl super;
115 typedef algorithms::neural_networks::layers::abs::backward::Input InputType;
116 typedef algorithms::neural_networks::layers::abs::Parameter ParameterType;
117 typedef algorithms::neural_networks::layers::abs::backward::Result ResultType;
119 ParameterType ¶meter;
126 DAAL_DEPRECATED Batch() : parameter(_defaultParameter)
137 DAAL_DEPRECATED Batch(ParameterType& parameter) : parameter(parameter), _defaultParameter(parameter)
149 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
150 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
160 DAAL_DEPRECATED_VIRTUAL
virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
167 DAAL_DEPRECATED_VIRTUAL
virtual InputType *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
174 DAAL_DEPRECATED_VIRTUAL
virtual ParameterType *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
181 DAAL_DEPRECATED layers::backward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
191 DAAL_DEPRECATED ResultPtr getResult()
203 DAAL_DEPRECATED services::Status setResult(
const ResultPtr& result)
205 DAAL_CHECK(result, services::ErrorNullResult)
207 _res = _result.get();
208 return services::Status();
218 DAAL_DEPRECATED services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
220 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
229 DAAL_DEPRECATED_VIRTUAL
virtual services::Status allocateResult() DAAL_C11_OVERRIDE
231 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
232 this->_res = this->_result.get();
240 DAAL_DEPRECATED_VIRTUAL
virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
242 return new Batch<algorithmFPType, method>(*this);
250 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
253 _result.reset(
new ResultType());
258 ParameterType _defaultParameter;
262 using interface1::BatchContainer;
263 using interface1::Batch;
daal::algorithms::neural_networks::layers::abs::backward::interface1::Batch::getLayerInput
virtual DAAL_DEPRECATED_VIRTUAL InputType * getLayerInput() DAAL_C11_OVERRIDE
Definition: abs_layer_backward.h:167
daal::algorithms::neural_networks::layers::abs::backward::interface1::Batch::getLayerParameter
virtual DAAL_DEPRECATED_VIRTUAL ParameterType * getLayerParameter() DAAL_C11_OVERRIDE
Definition: abs_layer_backward.h:174
daal::algorithms::neural_networks::layers::abs::backward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: abs_layer_backward.h:149
daal::algorithms::neural_networks::layers::abs::backward::interface1::Batch::clone
DAAL_DEPRECATED services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: abs_layer_backward.h:218
daal::algorithms::neural_networks::layers::abs::backward::interface1::Batch::getMethod
virtual DAAL_DEPRECATED_VIRTUAL int getMethod() const DAAL_C11_OVERRIDE
Definition: abs_layer_backward.h:160
daal::batch
Definition: daal_defines.h:112
daal::algorithms::neural_networks::layers::abs::backward::interface1::BatchContainer::BatchContainer
BatchContainer(daal::services::Environment::env *daalEnv)
daal::services::ErrorNullResult
Definition: error_indexes.h:98
daal::algorithms::neural_networks::layers::abs::backward::interface1::Batch::Batch
DAAL_DEPRECATED Batch()
Definition: abs_layer_backward.h:126
daal::algorithms::AnalysisContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the analy...
Definition: analysis.h:55
daal::algorithms::neural_networks::layers::abs::backward::interface1::Batch::Batch
DAAL_DEPRECATED Batch(ParameterType ¶meter)
Definition: abs_layer_backward.h:137
daal::algorithms::neural_networks::layers::abs::backward::interface1::BatchContainer::~BatchContainer
~BatchContainer()
daal::algorithms::neural_networks::layers::abs::backward::interface1::Batch::getResult
DAAL_DEPRECATED ResultPtr getResult()
Definition: abs_layer_backward.h:191
daal::algorithms::neural_networks::layers::abs::backward::interface1::Batch
Computes the results of the backward abs layer in the batch processing mode.
Definition: abs_layer_backward.h:110
daal::algorithms::neural_networks::layers::abs::backward::interface1::Batch::input
InputType input
Definition: abs_layer_backward.h:120
daal::algorithms::neural_networks::layers::abs::backward::interface1::Batch::parameter
ParameterType & parameter
Definition: abs_layer_backward.h:119
daal::algorithms::neural_networks::layers::abs::backward::interface1::Batch::getLayerResult
DAAL_DEPRECATED layers::backward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
Definition: abs_layer_backward.h:181
daal::algorithms::Analysis
Provides methods for execution of operations over data, such as computation of Summary Statistics est...
Definition: analysis.h:70
daal::algorithms::neural_networks::layers::abs::backward::interface1::BatchContainer::compute
services::Status compute() DAAL_C11_OVERRIDE
daal::algorithms::neural_networks::layers::abs::backward::interface1::BatchContainer
Provides methods to run implementations of the of the backward abs layer This class is associated wit...
Definition: abs_layer_backward.h:67
daal::algorithms::neural_networks::layers::abs::backward::interface1::Batch::setResult
DAAL_DEPRECATED services::Status setResult(const ResultPtr &result)
Definition: abs_layer_backward.h:203
daal::algorithms::neural_networks::layers::abs::backward::interface1::Batch::allocateResult
virtual DAAL_DEPRECATED_VIRTUAL services::Status allocateResult() DAAL_C11_OVERRIDE
Definition: abs_layer_backward.h:229