23 #ifndef __FULLYCONNECTED_LAYER_BACKWARD_H__
24 #define __FULLYCONNECTED_LAYER_BACKWARD_H__
26 #include "algorithms/algorithm.h"
27 #include "data_management/data/tensor.h"
28 #include "services/daal_defines.h"
29 #include "algorithms/neural_networks/layers/layer.h"
30 #include "algorithms/neural_networks/layers/fullyconnected/fullyconnected_layer_types.h"
31 #include "algorithms/neural_networks/layers/fullyconnected/fullyconnected_layer_backward_types.h"
37 namespace neural_networks
41 namespace fullyconnected
62 template<
typename algorithmFPType, Method method, CpuType cpu>
63 class DAAL_EXPORT BatchContainer :
public AnalysisContainerIface<batch>
71 BatchContainer(daal::services::Environment::env *daalEnv);
79 services::Status compute() DAAL_C11_OVERRIDE;
97 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
98 class Batch :
public layers::backward::LayerIfaceImpl
101 typedef layers::backward::LayerIfaceImpl super;
103 typedef algorithms::neural_networks::layers::fullyconnected::backward::Input InputType;
104 typedef algorithms::neural_networks::layers::fullyconnected::Parameter ParameterType;
105 typedef algorithms::neural_networks::layers::fullyconnected::backward::Result ResultType;
107 ParameterType ¶meter;
114 Batch(
const size_t nOutputs) : _defaultParameter(nOutputs), parameter(_defaultParameter)
124 Batch(ParameterType& parameter) : parameter(parameter), _defaultParameter(parameter)
134 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
135 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
144 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
150 virtual InputType *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
156 virtual ParameterType *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
162 layers::backward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
171 ResultPtr getResult()
182 services::Status setResult(
const ResultPtr& result)
184 DAAL_CHECK(result, services::ErrorNullResult)
186 _res = _result.get();
187 return services::Status();
195 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
197 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
205 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
207 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
208 this->_res = this->_result.get();
213 virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
215 return new Batch<algorithmFPType, method>(*this);
220 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
223 _result.reset(
new ResultType());
228 ParameterType _defaultParameter;
232 using interface1::BatchContainer;
233 using interface1::Batch;
daal::algorithms::neural_networks::layers::fullyconnected::backward::interface1::Batch
Provides methods for backward fully-connected layer computations in the batch processing mode...
Definition: fullyconnected_layer_backward.h:98
daal::algorithms::neural_networks::layers::fullyconnected::backward::interface1::Batch::Batch
Batch(const size_t nOutputs)
Definition: fullyconnected_layer_backward.h:114
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::neural_networks::layers::fullyconnected::backward::interface1::Batch::input
InputType input
Definition: fullyconnected_layer_backward.h:108
daal::batch
Definition: daal_defines.h:106
daal::algorithms::neural_networks::layers::fullyconnected::backward::interface1::Batch::parameter
ParameterType & parameter
Definition: fullyconnected_layer_backward.h:107
daal::algorithms::neural_networks::layers::fullyconnected::backward::interface1::BatchContainer
Provides methods to run implementations of the of the backward fully-connected layer This class is as...
Definition: fullyconnected_layer_backward.h:63
daal::algorithms::neural_networks::layers::fullyconnected::backward::interface1::Batch::getLayerParameter
virtual ParameterType * getLayerParameter() DAAL_C11_OVERRIDE
Definition: fullyconnected_layer_backward.h:156
daal::algorithms::neural_networks::layers::fullyconnected::backward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: fullyconnected_layer_backward.h:134
daal::algorithms::neural_networks::layers::fullyconnected::backward::interface1::Batch::getLayerResult
layers::backward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
Definition: fullyconnected_layer_backward.h:162
daal::algorithms::neural_networks::layers::fullyconnected::backward::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: fullyconnected_layer_backward.h:144
daal::algorithms::neural_networks::layers::fullyconnected::backward::interface1::Batch::getResult
ResultPtr getResult()
Definition: fullyconnected_layer_backward.h:171
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::fullyconnected::backward::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: fullyconnected_layer_backward.h:182
daal::algorithms::neural_networks::layers::fullyconnected::backward::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: fullyconnected_layer_backward.h:195
daal::algorithms::neural_networks::layers::fullyconnected::backward::interface1::Batch::Batch
Batch(ParameterType ¶meter)
Definition: fullyconnected_layer_backward.h:124
daal::services::ErrorNullResult
Definition: error_indexes.h:96
daal::algorithms::neural_networks::layers::fullyconnected::backward::interface1::Batch::allocateResult
virtual services::Status allocateResult() DAAL_C11_OVERRIDE
Definition: fullyconnected_layer_backward.h:205
daal::algorithms::neural_networks::layers::fullyconnected::backward::interface1::Batch::getLayerInput
virtual InputType * getLayerInput() DAAL_C11_OVERRIDE
Definition: fullyconnected_layer_backward.h:150