25 #ifndef __SPATIAL_AVERAGE_POOLING2D_LAYER_BACKWARD_H__
26 #define __SPATIAL_AVERAGE_POOLING2D_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/spatial_pooling2d/spatial_average_pooling2d_layer_types.h"
33 #include "algorithms/neural_networks/layers/spatial_pooling2d/spatial_average_pooling2d_layer_backward_types.h"
39 namespace neural_networks
43 namespace spatial_average_pooling2d
58 template<
typename algorithmFPType, Method method, CpuType cpu>
59 class BatchContainer :
public AnalysisContainerIface<batch>
73 template<
typename algorithmFPType, CpuType cpu>
74 class BatchContainer<algorithmFPType, defaultDense, cpu> :
public AnalysisContainerIface<batch>
83 DAAL_DEPRECATED BatchContainer(daal::services::Environment::env *daalEnv);
88 DAAL_DEPRECATED ~BatchContainer();
94 services::Status compute() DAAL_C11_OVERRIDE;
117 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
118 class Batch :
public layers::backward::LayerIfaceImpl
121 typedef layers::backward::LayerIfaceImpl super;
123 typedef algorithms::neural_networks::layers::spatial_average_pooling2d::backward::Input InputType;
124 typedef algorithms::neural_networks::layers::spatial_average_pooling2d::Parameter ParameterType;
125 typedef algorithms::neural_networks::layers::spatial_average_pooling2d::backward::Result ResultType;
127 ParameterType ¶meter;
136 DAAL_DEPRECATED Batch(
size_t pyramidHeight,
size_t nDimensions) : _defaultParameter(pyramidHeight, nDimensions - 2, nDimensions - 1), parameter(_defaultParameter)
147 DAAL_DEPRECATED Batch(Parameter& 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 Parameter _defaultParameter;
258 using interface1::BatchContainer;
259 using interface1::Batch;
daal::algorithms::neural_networks::layers::spatial_average_pooling2d::backward::interface1::Batch::getLayerInput
virtual InputType * getLayerInput() DAAL_C11_OVERRIDE
Definition: spatial_average_pooling2d_layer_backward.h:175
daal::batch
Definition: daal_defines.h:112
daal::algorithms::neural_networks::layers::spatial_average_pooling2d::backward::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: spatial_average_pooling2d_layer_backward.h:169
daal::algorithms::neural_networks::layers::spatial_average_pooling2d::backward::interface1::Batch::input
InputType input
Definition: spatial_average_pooling2d_layer_backward.h:128
daal::services::ErrorNullResult
Definition: error_indexes.h:98
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::spatial_average_pooling2d::backward::interface1::Batch::getLayerResult
layers::backward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
Definition: spatial_average_pooling2d_layer_backward.h:187
daal::algorithms::neural_networks::layers::spatial_average_pooling2d::backward::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: spatial_average_pooling2d_layer_backward.h:221
daal::algorithms::neural_networks::layers::spatial_average_pooling2d::backward::interface1::Batch
Provides methods for the backward spatial pyramid average 2D pooling layer in the batch processing mo...
Definition: spatial_average_pooling2d_layer_backward.h:118
daal::algorithms::neural_networks::layers::spatial_average_pooling2d::backward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: spatial_average_pooling2d_layer_backward.h:159
daal::algorithms::neural_networks::layers::spatial_average_pooling2d::backward::interface1::Batch::getLayerParameter
virtual ParameterType * getLayerParameter() DAAL_C11_OVERRIDE
Definition: spatial_average_pooling2d_layer_backward.h:181
daal::algorithms::neural_networks::layers::spatial_average_pooling2d::backward::interface1::BatchContainer
Definition: spatial_average_pooling2d_layer_backward.h:59
daal::algorithms::neural_networks::layers::spatial_average_pooling2d::backward::interface1::Batch::Batch
DAAL_DEPRECATED Batch(size_t pyramidHeight, size_t nDimensions)
Definition: spatial_average_pooling2d_layer_backward.h:136
daal::algorithms::neural_networks::layers::spatial_average_pooling2d::backward::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: spatial_average_pooling2d_layer_backward.h:207
daal::algorithms::neural_networks::layers::spatial_average_pooling2d::defaultDense
Definition: spatial_average_pooling2d_layer_types.h:55
daal::algorithms::neural_networks::layers::spatial_average_pooling2d::backward::interface1::Batch::allocateResult
virtual services::Status allocateResult() DAAL_C11_OVERRIDE
Definition: spatial_average_pooling2d_layer_backward.h:231
daal::algorithms::neural_networks::layers::spatial_average_pooling2d::backward::interface1::Batch::Batch
DAAL_DEPRECATED Batch(Parameter ¶meter)
Definition: spatial_average_pooling2d_layer_backward.h:147
daal::algorithms::neural_networks::layers::spatial_average_pooling2d::backward::interface1::Batch::parameter
ParameterType & parameter
Definition: spatial_average_pooling2d_layer_backward.h:127
daal::algorithms::neural_networks::layers::spatial_average_pooling2d::backward::interface1::Batch::getResult
ResultPtr getResult()
Definition: spatial_average_pooling2d_layer_backward.h:196
daal::algorithms::Analysis
Provides methods for execution of operations over data, such as computation of Summary Statistics est...
Definition: analysis.h:70