49 #ifndef __ABS_LAYER_BACKWARD_H__ 50 #define __ABS_LAYER_BACKWARD_H__ 52 #include "algorithms/algorithm.h" 53 #include "data_management/data/tensor.h" 54 #include "services/daal_defines.h" 55 #include "algorithms/neural_networks/layers/layer.h" 56 #include "algorithms/neural_networks/layers/abs/abs_layer_types.h" 57 #include "algorithms/neural_networks/layers/abs/abs_layer_backward_types.h" 63 namespace neural_networks
88 template<
typename algorithmFPType, Method method, CpuType cpu>
89 class DAAL_EXPORT BatchContainer :
public AnalysisContainerIface<batch>
96 BatchContainer(daal::services::Environment::env *daalEnv);
104 services::Status compute() DAAL_C11_OVERRIDE;
124 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
125 class Batch :
public layers::backward::LayerIfaceImpl
128 typedef layers::backward::LayerIfaceImpl super;
130 typedef algorithms::neural_networks::layers::abs::backward::Input InputType;
131 typedef algorithms::neural_networks::layers::abs::Parameter ParameterType;
132 typedef algorithms::neural_networks::layers::abs::backward::Result ResultType;
134 ParameterType ¶meter;
138 Batch() : parameter(_defaultParameter)
148 Batch(ParameterType& parameter) : parameter(parameter), _defaultParameter(parameter)
159 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
160 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
169 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
175 virtual InputType *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
181 virtual ParameterType *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
187 layers::backward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
196 ResultPtr getResult()
207 services::Status setResult(
const ResultPtr& result)
209 DAAL_CHECK(result, services::ErrorNullResult)
211 _res = _result.get();
212 return services::Status();
221 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const 223 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
231 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
233 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
234 this->_res = this->_result.get();
239 virtual Batch<algorithmFPType, method> *cloneImpl()
const DAAL_C11_OVERRIDE
241 return new Batch<algorithmFPType, method>(*this);
246 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
249 _result.reset(
new ResultType());
254 ParameterType _defaultParameter;
258 using interface1::BatchContainer;
259 using interface1::Batch;
daal::algorithms::neural_networks::layers::backward::interface1::LayerIfaceImpl
Implements the abstract interface LayerIface. LayerIfaceImpl is, in turn, the base class for the clas...
Definition: layer_backward.h:153
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:89
daal::algorithms::neural_networks::layers::abs::backward::interface1::Batch::Batch
Batch(ParameterType ¶meter)
Definition: abs_layer_backward.h:148
daal::services::interface1::Environment::_envStruct
The environment structure.
Definition: env_detect.h:95
daal::services::interface1::Status
Class that holds the results of API calls. In case of API routine failure it contains the list of err...
Definition: error_handling.h:491
daal
Definition: algorithm_base_common.h:57
daal::algorithms::AnalysisContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the analy...
Definition: analysis.h:79
daal::algorithms::neural_networks::layers::abs::backward::interface1::Batch::input
InputType input
Definition: abs_layer_backward.h:135
daal::algorithms::neural_networks::layers::abs::backward::interface1::Batch::getLayerParameter
virtual ParameterType * getLayerParameter() DAAL_C11_OVERRIDE
Definition: abs_layer_backward.h:181
daal::algorithms::neural_networks::layers::abs::backward::interface1::Result
Provides methods to access the result obtained with the compute() method of the backward abs layer...
Definition: abs_layer_backward_types.h:144
daal::algorithms::neural_networks::layers::abs::backward::interface1::Batch::getResult
ResultPtr getResult()
Definition: abs_layer_backward.h:196
daal::algorithms::neural_networks::layers::abs::backward::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: abs_layer_backward.h:221
daal::batch
Definition: daal_defines.h:132
daal::algorithms::neural_networks::layers::abs::backward::interface1::Batch::getLayerInput
virtual InputType * getLayerInput() DAAL_C11_OVERRIDE
Definition: abs_layer_backward.h:175
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:125
daal::services::interface1::SharedPtr
Shared pointer that retains shared ownership of an object through a pointer. Several SharedPtr object...
Definition: daal_shared_ptr.h:187
daal::algorithms::neural_networks::layers::abs::backward::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: abs_layer_backward.h:207
daal::services::interface1::SharedPtr::get
T * get() const
Definition: daal_shared_ptr.h:332
daal::algorithms::neural_networks::layers::abs::backward::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: abs_layer_backward.h:169
daal::algorithms::neural_networks::layers::abs::backward::interface1::Batch::Batch
Batch()
Definition: abs_layer_backward.h:138
daal::algorithms::neural_networks::layers::abs::backward::interface1::Batch::allocateResult
virtual services::Status allocateResult() DAAL_C11_OVERRIDE
Definition: abs_layer_backward.h:231
daal::algorithms::Analysis
Provides methods for execution of operations over data, such as computation of Summary Statistics est...
Definition: analysis.h:94
daal::algorithms::neural_networks::layers::abs::interface1::Parameter
Parameters for the abs layer.
Definition: abs_layer_types.h:107
daal::services::ErrorNullResult
Definition: error_indexes.h:122
daal::algorithms::neural_networks::layers::abs::backward::interface1::Batch::parameter
ParameterType & parameter
Definition: abs_layer_backward.h:134
daal::algorithms::neural_networks::layers::abs::backward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: abs_layer_backward.h:159