23 #ifndef __AVERAGE_POOLING2D_LAYER_BACKWARD_H__
24 #define __AVERAGE_POOLING2D_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/pooling2d/average_pooling2d_layer_types.h"
31 #include "algorithms/neural_networks/layers/pooling2d/average_pooling2d_layer_backward_types.h"
37 namespace neural_networks
41 namespace average_pooling2d
65 template<
typename algorithmFPType, Method method, CpuType cpu>
66 class DAAL_EXPORT BatchContainer :
public AnalysisContainerIface<batch>
74 BatchContainer(daal::services::Environment::env *daalEnv);
82 services::Status compute() DAAL_C11_OVERRIDE;
83 services::Status setupCompute() 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::average_pooling2d::backward::Input InputType;
111 typedef algorithms::neural_networks::layers::average_pooling2d::Parameter ParameterType;
112 typedef algorithms::neural_networks::layers::average_pooling2d::backward::Result ResultType;
114 ParameterType ¶meter;
121 Batch(
size_t nDimensions) : _defaultParameter(nDimensions - 2, nDimensions - 1),parameter(_defaultParameter)
131 Batch(Parameter& parameter) : parameter(parameter), _defaultParameter(parameter)
142 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
143 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
152 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
158 virtual InputType *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
164 virtual ParameterType *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
170 layers::backward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
179 ResultPtr getResult()
190 services::Status setResult(
const ResultPtr& result)
192 DAAL_CHECK(result, services::ErrorNullResult)
194 _res = _result.get();
195 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
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::average_pooling2d::backward::interface1::Batch::allocateResult
virtual services::Status allocateResult() DAAL_C11_OVERRIDE
Definition: average_pooling2d_layer_backward.h:214
daal::algorithms::neural_networks::layers::average_pooling2d::backward::interface1::Batch
Provides methods for the backward average 2D pooling layer in the batch processing mode...
Definition: average_pooling2d_layer_backward.h:105
daal::algorithms::neural_networks::layers::average_pooling2d::backward::interface1::Batch::getLayerParameter
virtual ParameterType * getLayerParameter() DAAL_C11_OVERRIDE
Definition: average_pooling2d_layer_backward.h:164
daal::algorithms::neural_networks::layers::average_pooling2d::backward::interface1::Batch::input
InputType input
Definition: average_pooling2d_layer_backward.h:115
daal::algorithms::neural_networks::layers::average_pooling2d::backward::interface1::Batch::Batch
Batch(Parameter ¶meter)
Definition: average_pooling2d_layer_backward.h:131
daal::algorithms::neural_networks::layers::average_pooling2d::backward::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: average_pooling2d_layer_backward.h:190
daal::batch
Definition: daal_defines.h:106
daal::algorithms::neural_networks::layers::average_pooling2d::backward::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: average_pooling2d_layer_backward.h:204
daal::algorithms::neural_networks::layers::average_pooling2d::backward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: average_pooling2d_layer_backward.h:142
daal::algorithms::neural_networks::layers::average_pooling2d::backward::interface1::Batch::getResult
ResultPtr getResult()
Definition: average_pooling2d_layer_backward.h:179
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::average_pooling2d::backward::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: average_pooling2d_layer_backward.h:152
daal::algorithms::neural_networks::layers::average_pooling2d::backward::interface1::Batch::getLayerResult
layers::backward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
Definition: average_pooling2d_layer_backward.h:170
daal::services::ErrorNullResult
Definition: error_indexes.h:96
daal::algorithms::neural_networks::layers::average_pooling2d::backward::interface1::BatchContainer
Provides methods to run implementations of the backward average 2D pooling layer. This class is assoc...
Definition: average_pooling2d_layer_backward.h:66
daal::algorithms::neural_networks::layers::average_pooling2d::backward::interface1::Batch::Batch
Batch(size_t nDimensions)
Definition: average_pooling2d_layer_backward.h:121
daal::algorithms::neural_networks::layers::average_pooling2d::backward::interface1::Batch::parameter
ParameterType & parameter
Definition: average_pooling2d_layer_backward.h:114
daal::algorithms::neural_networks::layers::average_pooling2d::backward::interface1::Batch::getLayerInput
virtual InputType * getLayerInput() DAAL_C11_OVERRIDE
Definition: average_pooling2d_layer_backward.h:158