49 #ifndef __SPATIAL_STOCHASTIC_POOLING2D_LAYER_BACKWARD_H__
50 #define __SPATIAL_STOCHASTIC_POOLING2D_LAYER_BACKWARD_H__
52 #include "algorithms/algorithm.h"
53 #include "data_management/data/tensor.h"
54 #include "services/daal_defines.h"
55 #include "algorithms/neural_networks/layers/layer.h"
56 #include "algorithms/neural_networks/layers/spatial_pooling2d/spatial_stochastic_pooling2d_layer_backward_types.h"
62 namespace neural_networks
66 namespace spatial_stochastic_pooling2d
80 template<
typename algorithmFPType, Method method, CpuType cpu>
81 class DAAL_EXPORT BatchContainer :
public AnalysisContainerIface<batch>
93 template<
typename algorithmFPType, CpuType cpu>
94 class DAAL_EXPORT BatchContainer<algorithmFPType, defaultDense, cpu> :
public AnalysisContainerIface<batch>
102 BatchContainer(daal::services::Environment::env *daalEnv);
110 services::Status compute() DAAL_C11_OVERRIDE;
131 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
132 class Batch :
public layers::backward::LayerIfaceImpl
135 typedef layers::backward::LayerIfaceImpl super;
136 Parameter ¶meter;
144 Batch(
size_t pyramidHeight,
size_t nDimensions) : _defaultParameter(pyramidHeight, nDimensions - 2, nDimensions - 1), parameter(_defaultParameter)
154 Batch(Parameter& parameter) : parameter(parameter), _defaultParameter(parameter)
165 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
166 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
175 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
181 virtual Input *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
187 virtual Parameter *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
193 layers::backward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
202 ResultPtr getResult()
213 services::Status setResult(
const ResultPtr& result)
215 DAAL_CHECK(result, services::ErrorNullResult)
217 _res = _result.get();
218 return services::Status();
227 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
229 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
237 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
239 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
240 this->_res = this->_result.get();
245 virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
247 return new Batch<algorithmFPType, method>(*this);
252 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
255 _result.reset(
new Result());
260 Parameter _defaultParameter;
264 using interface1::BatchContainer;
265 using interface1::Batch;
daal
Definition: algorithm_base_common.h:57
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::backward::interface1::Batch::parameter
Parameter & parameter
Definition: spatial_stochastic_pooling2d_layer_backward.h:136
daal::algorithms::AnalysisContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the analy...
Definition: analysis.h:79
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:175
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:144
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:213
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::backward::interface1::Batch::Batch
Batch(Parameter ¶meter)
Definition: spatial_stochastic_pooling2d_layer_backward.h:154
daal::batch
Definition: daal_defines.h:131
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::backward::interface1::Batch::getResult
ResultPtr getResult()
Definition: spatial_stochastic_pooling2d_layer_backward.h:202
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::backward::interface1::Batch::getLayerInput
virtual Input * getLayerInput() DAAL_C11_OVERRIDE
Definition: spatial_stochastic_pooling2d_layer_backward.h:181
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::backward::interface1::Batch::getLayerParameter
virtual Parameter * getLayerParameter() DAAL_C11_OVERRIDE
Definition: spatial_stochastic_pooling2d_layer_backward.h:187
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::defaultDense
Definition: spatial_stochastic_pooling2d_layer_types.h:80
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:237
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::backward::interface1::Batch::input
Input input
Definition: spatial_stochastic_pooling2d_layer_backward.h:137
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::backward::interface1::BatchContainer
Definition: spatial_stochastic_pooling2d_layer_backward.h:81
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:165
daal::algorithms::Analysis
Provides methods for execution of operations over data, such as computation of Summary Statistics est...
Definition: analysis.h:94
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:193
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:132
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:227
daal::services::ErrorNullResult
Definition: error_indexes.h:122