25 #ifndef __SPATIAL_STOCHASTIC_POOLING2D_LAYER_BACKWARD_H__
26 #define __SPATIAL_STOCHASTIC_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_stochastic_pooling2d_layer_backward_types.h"
38 namespace neural_networks
42 namespace spatial_stochastic_pooling2d
56 template<
typename algorithmFPType, Method method, CpuType cpu>
57 class BatchContainer :
public AnalysisContainerIface<batch>
71 template<
typename algorithmFPType, CpuType cpu>
72 class BatchContainer<algorithmFPType, defaultDense, cpu> :
public AnalysisContainerIface<batch>
81 DAAL_DEPRECATED BatchContainer(daal::services::Environment::env *daalEnv);
86 DAAL_DEPRECATED ~BatchContainer();
93 services::Status compute() DAAL_C11_OVERRIDE;
116 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
117 class Batch :
public layers::backward::LayerIfaceImpl
120 typedef layers::backward::LayerIfaceImpl super;
122 typedef algorithms::neural_networks::layers::spatial_stochastic_pooling2d::backward::Input InputType;
123 typedef algorithms::neural_networks::layers::spatial_stochastic_pooling2d::Parameter ParameterType;
124 typedef algorithms::neural_networks::layers::spatial_stochastic_pooling2d::backward::Result ResultType;
126 ParameterType ¶meter;
135 DAAL_DEPRECATED Batch(
size_t pyramidHeight,
size_t nDimensions) : _defaultParameter(pyramidHeight, nDimensions - 2, nDimensions - 1), parameter(_defaultParameter)
146 DAAL_DEPRECATED Batch(ParameterType& parameter) : parameter(parameter), _defaultParameter(parameter)
158 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
159 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
168 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
174 virtual InputType *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
180 virtual ParameterType *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
186 layers::backward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
195 ResultPtr getResult()
206 services::Status setResult(
const ResultPtr& result)
208 DAAL_CHECK(result, services::ErrorNullResult)
210 _res = _result.get();
211 return services::Status();
220 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
222 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
230 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
232 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
233 this->_res = this->_result.get();
238 virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
240 return new Batch<algorithmFPType, method>(*this);
245 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
248 _result.reset(
new ResultType());
253 ParameterType _defaultParameter;
257 using interface1::BatchContainer;
258 using interface1::Batch;
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:220
daal::batch
Definition: daal_defines.h:112
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:174
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:180
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::backward::interface1::Batch::Batch
DAAL_DEPRECATED Batch(size_t pyramidHeight, size_t nDimensions)
Definition: spatial_stochastic_pooling2d_layer_backward.h:135
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::backward::interface1::Batch::getResult
ResultPtr getResult()
Definition: spatial_stochastic_pooling2d_layer_backward.h:195
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:206
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::backward::interface1::BatchContainer
Definition: spatial_stochastic_pooling2d_layer_backward.h:57
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_stochastic_pooling2d::defaultDense
Definition: spatial_stochastic_pooling2d_layer_types.h:56
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:230
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::backward::interface1::Batch::Batch
DAAL_DEPRECATED Batch(ParameterType ¶meter)
Definition: spatial_stochastic_pooling2d_layer_backward.h:146
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::backward::interface1::Batch::parameter
ParameterType & parameter
Definition: spatial_stochastic_pooling2d_layer_backward.h:126
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:158
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:168
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::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:117
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::backward::interface1::Batch::input
InputType input
Definition: spatial_stochastic_pooling2d_layer_backward.h:127
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:186