22 #ifndef __CONCAT_LAYER_BACKWARD_H__
23 #define __CONCAT_LAYER_BACKWARD_H__
25 #include "algorithms/algorithm.h"
26 #include "data_management/data/tensor.h"
27 #include "services/daal_defines.h"
28 #include "algorithms/neural_networks/layers/layer.h"
29 #include "algorithms/neural_networks/layers/concat/concat_layer_types.h"
30 #include "algorithms/neural_networks/layers/concat/concat_layer_backward_types.h"
36 namespace neural_networks
67 template<
typename algorithmFPType, Method method, CpuType cpu>
68 class DAAL_EXPORT BatchContainer :
public AnalysisContainerIface<batch>
76 BatchContainer(daal::services::Environment::env *daalEnv);
84 services::Status compute() DAAL_C11_OVERRIDE;
104 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
105 class Batch :
public layers::backward::LayerIfaceImpl
108 typedef layers::backward::LayerIfaceImpl super;
110 typedef algorithms::neural_networks::layers::concat::backward::Input InputType;
111 typedef algorithms::neural_networks::layers::concat::Parameter ParameterType;
112 typedef algorithms::neural_networks::layers::concat::backward::Result ResultType;
114 ParameterType ¶meter;
121 Batch(
size_t concatDimension = 0) : _defaultParameter(concatDimension), parameter(_defaultParameter)
132 Batch(ParameterType& parameter) : parameter(parameter), _defaultParameter(parameter)
143 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
144 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
153 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
159 virtual InputType *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
165 virtual ParameterType *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
171 layers::backward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
180 ResultPtr getResult()
191 services::Status setResult(
const ResultPtr& result)
193 DAAL_CHECK(result, services::ErrorNullResult)
195 _res = _result.get();
196 return services::Status();
204 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
206 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
214 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
216 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
217 this->_res = this->_result.get();
222 virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
224 return new Batch<algorithmFPType, method>(*this);
229 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
232 _result.reset(
new ResultType());
237 ParameterType _defaultParameter;
241 using interface1::BatchContainer;
242 using interface1::Batch;
daal::algorithms::neural_networks::layers::concat::backward::interface1::Batch::Batch
Batch(ParameterType ¶meter)
Definition: concat_layer_backward.h:132
daal
Definition: algorithm_base_common.h:31
daal::algorithms::neural_networks::layers::concat::backward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: concat_layer_backward.h:143
daal::algorithms::AnalysisContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the analy...
Definition: analysis.h:53
daal::algorithms::neural_networks::layers::concat::backward::interface1::Batch::Batch
Batch(size_t concatDimension=0)
Definition: concat_layer_backward.h:121
daal::algorithms::neural_networks::layers::concat::backward::interface1::Batch::allocateResult
virtual services::Status allocateResult() DAAL_C11_OVERRIDE
Definition: concat_layer_backward.h:214
daal::algorithms::neural_networks::layers::concat::backward::interface1::Batch::parameter
ParameterType & parameter
Definition: concat_layer_backward.h:114
daal::algorithms::neural_networks::layers::concat::backward::interface1::BatchContainer
Provides methods to run implementations of the of the backward concat layer This class is associated ...
Definition: concat_layer_backward.h:68
daal::algorithms::neural_networks::layers::concat::backward::interface1::Batch::input
InputType input
Definition: concat_layer_backward.h:115
daal::algorithms::neural_networks::layers::concat::backward::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: concat_layer_backward.h:153
daal::batch
Definition: daal_defines.h:110
daal::algorithms::neural_networks::layers::concat::backward::interface1::Batch::getLayerParameter
virtual ParameterType * getLayerParameter() DAAL_C11_OVERRIDE
Definition: concat_layer_backward.h:165
daal::algorithms::neural_networks::layers::concat::backward::interface1::Batch::getResult
ResultPtr getResult()
Definition: concat_layer_backward.h:180
daal::algorithms::neural_networks::layers::concat::backward::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: concat_layer_backward.h:204
daal::algorithms::neural_networks::layers::concat::backward::interface1::Batch::getLayerInput
virtual InputType * getLayerInput() DAAL_C11_OVERRIDE
Definition: concat_layer_backward.h:159
daal::algorithms::Analysis
Provides methods for execution of operations over data, such as computation of Summary Statistics est...
Definition: analysis.h:68
daal::algorithms::neural_networks::layers::concat::backward::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: concat_layer_backward.h:191
daal::algorithms::neural_networks::layers::concat::backward::interface1::Batch::getLayerResult
layers::backward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
Definition: concat_layer_backward.h:171
daal::services::ErrorNullResult
Definition: error_indexes.h:96
daal::algorithms::neural_networks::layers::concat::backward::interface1::Batch
Computes the results of the backward concat layer in the batch processing mode.
Definition: concat_layer_backward.h:105