23 #ifndef __SPATIAL_STOCHASTIC_POOLING2D_LAYER_BACKWARD_H__
24 #define __SPATIAL_STOCHASTIC_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/spatial_pooling2d/spatial_stochastic_pooling2d_layer_backward_types.h"
36 namespace neural_networks
40 namespace spatial_stochastic_pooling2d
54 template<
typename algorithmFPType, Method method, CpuType cpu>
55 class DAAL_EXPORT BatchContainer :
public AnalysisContainerIface<batch>
67 template<
typename algorithmFPType, CpuType cpu>
68 class DAAL_EXPORT BatchContainer<algorithmFPType, defaultDense, cpu> :
public AnalysisContainerIface<batch>
76 BatchContainer(daal::services::Environment::env *daalEnv);
84 services::Status compute() DAAL_C11_OVERRIDE;
105 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
106 class Batch :
public layers::backward::LayerIfaceImpl
109 typedef layers::backward::LayerIfaceImpl super;
111 typedef algorithms::neural_networks::layers::spatial_stochastic_pooling2d::backward::Input InputType;
112 typedef algorithms::neural_networks::layers::spatial_stochastic_pooling2d::Parameter ParameterType;
113 typedef algorithms::neural_networks::layers::spatial_stochastic_pooling2d::backward::Result ResultType;
115 ParameterType ¶meter;
123 Batch(
size_t pyramidHeight,
size_t nDimensions) : _defaultParameter(pyramidHeight, nDimensions - 2, nDimensions - 1), parameter(_defaultParameter)
133 Batch(ParameterType& parameter) : parameter(parameter), _defaultParameter(parameter)
144 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
145 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
154 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
160 virtual InputType *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
166 virtual ParameterType *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
172 layers::backward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
181 ResultPtr getResult()
192 services::Status setResult(
const ResultPtr& result)
194 DAAL_CHECK(result, services::ErrorNullResult)
196 _res = _result.get();
197 return services::Status();
206 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
208 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
216 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
218 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
219 this->_res = this->_result.get();
224 virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
226 return new Batch<algorithmFPType, method>(*this);
231 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
234 _result.reset(
new ResultType());
239 ParameterType _defaultParameter;
243 using interface1::BatchContainer;
244 using interface1::Batch;
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::backward::interface1::Batch::getLayerParameter
virtual ParameterType * getLayerParameter() DAAL_C11_OVERRIDE
Definition: spatial_stochastic_pooling2d_layer_backward.h:166
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::spatial_stochastic_pooling2d::backward::interface1::Batch::getLayerInput
virtual InputType * getLayerInput() DAAL_C11_OVERRIDE
Definition: spatial_stochastic_pooling2d_layer_backward.h:160
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::backward::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: spatial_stochastic_pooling2d_layer_backward.h:154
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::backward::interface1::Batch::Batch
Batch(size_t pyramidHeight, size_t nDimensions)
Definition: spatial_stochastic_pooling2d_layer_backward.h:123
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::backward::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: spatial_stochastic_pooling2d_layer_backward.h:192
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::backward::interface1::Batch::input
InputType input
Definition: spatial_stochastic_pooling2d_layer_backward.h:116
daal::batch
Definition: daal_defines.h:106
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::backward::interface1::Batch::getResult
ResultPtr getResult()
Definition: spatial_stochastic_pooling2d_layer_backward.h:181
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::backward::interface1::Batch::parameter
ParameterType & parameter
Definition: spatial_stochastic_pooling2d_layer_backward.h:115
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::defaultDense
Definition: spatial_stochastic_pooling2d_layer_types.h:54
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::backward::interface1::Batch::allocateResult
virtual services::Status allocateResult() DAAL_C11_OVERRIDE
Definition: spatial_stochastic_pooling2d_layer_backward.h:216
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::backward::interface1::BatchContainer
Definition: spatial_stochastic_pooling2d_layer_backward.h:55
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::backward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: spatial_stochastic_pooling2d_layer_backward.h:144
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::spatial_stochastic_pooling2d::backward::interface1::Batch::Batch
Batch(ParameterType ¶meter)
Definition: spatial_stochastic_pooling2d_layer_backward.h:133
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::backward::interface1::Batch::getLayerResult
layers::backward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
Definition: spatial_stochastic_pooling2d_layer_backward.h:172
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::backward::interface1::Batch
Provides methods for the backward spatial pyramid stochastic 2D pooling layer in the batch processing...
Definition: spatial_stochastic_pooling2d_layer_backward.h:106
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::backward::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: spatial_stochastic_pooling2d_layer_backward.h:206
daal::services::ErrorNullResult
Definition: error_indexes.h:96