25 #ifndef __CONVOLUTION2D_LAYER_BACKWARD_H__
26 #define __CONVOLUTION2D_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/convolution2d/convolution2d_layer_types.h"
33 #include "algorithms/neural_networks/layers/convolution2d/convolution2d_layer_backward_types.h"
39 namespace neural_networks
43 namespace convolution2d
66 template<
typename algorithmFPType, Method method, CpuType cpu>
67 class BatchContainer :
public AnalysisContainerIface<batch>
76 DAAL_DEPRECATED BatchContainer(daal::services::Environment::env *daalEnv);
81 DAAL_DEPRECATED ~BatchContainer();
88 DAAL_DEPRECATED services::Status compute() DAAL_C11_OVERRIDE;
92 DAAL_DEPRECATED services::Status setupCompute() DAAL_C11_OVERRIDE;
96 DAAL_DEPRECATED services::Status resetCompute() DAAL_C11_OVERRIDE;
118 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
119 class Batch :
public layers::backward::LayerIfaceImpl
122 typedef layers::backward::LayerIfaceImpl super;
124 typedef algorithms::neural_networks::layers::convolution2d::backward::Input InputType;
125 typedef algorithms::neural_networks::layers::convolution2d::Parameter ParameterType;
126 typedef algorithms::neural_networks::layers::convolution2d::backward::Result ResultType;
128 ParameterType ¶meter;
135 DAAL_DEPRECATED Batch() : parameter(_defaultParameter)
146 DAAL_DEPRECATED Batch(ParameterType& parameter) : parameter(parameter), _defaultParameter(parameter)
157 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
158 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
168 DAAL_DEPRECATED_VIRTUAL
virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
175 DAAL_DEPRECATED_VIRTUAL
virtual InputType *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
182 DAAL_DEPRECATED_VIRTUAL
virtual ParameterType *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
189 DAAL_DEPRECATED layers::backward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
199 ResultPtr getResult()
211 DAAL_DEPRECATED services::Status setResult(
const ResultPtr& result)
213 DAAL_CHECK(result, services::ErrorNullResult)
215 _res = _result.get();
216 return services::Status();
224 DAAL_DEPRECATED services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
226 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();
237 DAAL_DEPRECATED_VIRTUAL virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
239 return new Batch<algorithmFPType, method>(*this);
244 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
247 _result.reset(
new ResultType());
252 ParameterType _defaultParameter;
256 using interface1::BatchContainer;
257 using interface1::Batch;
daal::algorithms::neural_networks::layers::convolution2d::backward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: convolution2d_layer_backward.h:157
daal::batch
Definition: daal_defines.h:112
daal::services::ErrorNullResult
Definition: error_indexes.h:98
daal::algorithms::neural_networks::layers::convolution2d::backward::interface1::Batch::getMethod
virtual DAAL_DEPRECATED_VIRTUAL int getMethod() const DAAL_C11_OVERRIDE
Definition: convolution2d_layer_backward.h:168
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::convolution2d::backward::interface1::Batch::getLayerParameter
virtual DAAL_DEPRECATED_VIRTUAL ParameterType * getLayerParameter() DAAL_C11_OVERRIDE
Definition: convolution2d_layer_backward.h:182
daal::algorithms::neural_networks::layers::convolution2d::backward::interface1::Batch::getResult
ResultPtr getResult()
Definition: convolution2d_layer_backward.h:199
daal::algorithms::neural_networks::layers::convolution2d::backward::interface1::Batch::clone
DAAL_DEPRECATED services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: convolution2d_layer_backward.h:224
daal::algorithms::neural_networks::layers::convolution2d::backward::interface1::BatchContainer::~BatchContainer
DAAL_DEPRECATED ~BatchContainer()
daal::algorithms::neural_networks::layers::convolution2d::backward::interface1::BatchContainer
Provides methods to run implementations of the of the backward 2D convolution layer This class is ass...
Definition: convolution2d_layer_backward.h:67
daal::algorithms::neural_networks::layers::convolution2d::backward::interface1::Batch::Batch
DAAL_DEPRECATED Batch()
Definition: convolution2d_layer_backward.h:135
daal::algorithms::neural_networks::layers::convolution2d::backward::interface1::BatchContainer::compute
DAAL_DEPRECATED services::Status compute() DAAL_C11_OVERRIDE
daal::algorithms::neural_networks::layers::convolution2d::backward::interface1::Batch::Batch
DAAL_DEPRECATED Batch(ParameterType ¶meter)
Definition: convolution2d_layer_backward.h:146
daal::algorithms::neural_networks::layers::convolution2d::backward::interface1::Batch::input
InputType input
Definition: convolution2d_layer_backward.h:129
daal::algorithms::neural_networks::layers::convolution2d::backward::interface1::Batch::getLayerResult
DAAL_DEPRECATED layers::backward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
Definition: convolution2d_layer_backward.h:189
daal::algorithms::neural_networks::layers::convolution2d::backward::interface1::Batch::setResult
DAAL_DEPRECATED services::Status setResult(const ResultPtr &result)
Definition: convolution2d_layer_backward.h:211
daal::algorithms::neural_networks::layers::convolution2d::backward::interface1::BatchContainer::BatchContainer
DAAL_DEPRECATED BatchContainer(daal::services::Environment::env *daalEnv)
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::convolution2d::backward::interface1::Batch
Provides methods for backward 2D convolution layer computations in the batch processing mode...
Definition: convolution2d_layer_backward.h:119
daal::algorithms::neural_networks::layers::convolution2d::backward::interface1::Batch::parameter
ParameterType & parameter
Definition: convolution2d_layer_backward.h:128
daal::algorithms::neural_networks::layers::convolution2d::backward::interface1::Batch::getLayerInput
virtual DAAL_DEPRECATED_VIRTUAL InputType * getLayerInput() DAAL_C11_OVERRIDE
Definition: convolution2d_layer_backward.h:175