25 #ifndef __SPATIAL_STOCHASTIC_POOLING2D_LAYER_FORWARD_H__
26 #define __SPATIAL_STOCHASTIC_POOLING2D_LAYER_FORWARD_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_types.h"
33 #include "algorithms/neural_networks/layers/spatial_pooling2d/spatial_stochastic_pooling2d_layer_forward_types.h"
39 namespace neural_networks
43 namespace spatial_stochastic_pooling2d
57 template<
typename algorithmFPType, Method method, CpuType cpu>
58 class BatchContainer :
public layers::forward::LayerContainerIfaceImpl
72 template<
typename algorithmFPType, CpuType cpu>
73 class BatchContainer<algorithmFPType, defaultDense, cpu> :
public layers::forward::LayerContainerIfaceImpl
82 DAAL_DEPRECATED BatchContainer(daal::services::Environment::env *daalEnv);
87 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::forward::LayerIfaceImpl
120 typedef layers::forward::LayerIfaceImpl super;
122 typedef algorithms::neural_networks::layers::spatial_stochastic_pooling2d::forward::Input InputType;
123 typedef algorithms::neural_networks::layers::spatial_stochastic_pooling2d::Parameter ParameterType;
124 typedef algorithms::neural_networks::layers::spatial_stochastic_pooling2d::forward::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::forward::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_LAYER_CONTAINER(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::forward::interface1::Batch::Batch
DAAL_DEPRECATED Batch(size_t pyramidHeight, size_t nDimensions)
Definition: spatial_stochastic_pooling2d_layer_forward.h:135
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::forward::interface1::Batch::getResult
ResultPtr getResult()
Definition: spatial_stochastic_pooling2d_layer_forward.h:195
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::forward::interface1::Batch::getLayerInput
virtual InputType * getLayerInput() DAAL_C11_OVERRIDE
Definition: spatial_stochastic_pooling2d_layer_forward.h:174
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::forward::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: spatial_stochastic_pooling2d_layer_forward.h:220
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::forward::interface1::Batch::getLayerResult
layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
Definition: spatial_stochastic_pooling2d_layer_forward.h:186
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::forward::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: spatial_stochastic_pooling2d_layer_forward.h:206
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::forward::interface1::Batch::getLayerParameter
virtual ParameterType * getLayerParameter() DAAL_C11_OVERRIDE
Definition: spatial_stochastic_pooling2d_layer_forward.h:180
daal::services::ErrorNullResult
Definition: error_indexes.h:98
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::forward::interface1::Batch::allocateResult
virtual services::Status allocateResult() DAAL_C11_OVERRIDE
Definition: spatial_stochastic_pooling2d_layer_forward.h:230
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::forward::interface1::Batch
Provides methods for the forward spatial pyramid stochastic 2D pooling layer in the batch processing ...
Definition: spatial_stochastic_pooling2d_layer_forward.h:117
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::forward::interface1::Batch::parameter
ParameterType & parameter
Definition: spatial_stochastic_pooling2d_layer_forward.h:126
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::forward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: spatial_stochastic_pooling2d_layer_forward.h:158
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::forward::interface1::BatchContainer
Definition: spatial_stochastic_pooling2d_layer_forward.h:58
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::forward::interface1::Batch::Batch
DAAL_DEPRECATED Batch(ParameterType ¶meter)
Definition: spatial_stochastic_pooling2d_layer_forward.h:146
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::forward::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: spatial_stochastic_pooling2d_layer_forward.h:168
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::forward::interface1::Batch::input
InputType input
Definition: spatial_stochastic_pooling2d_layer_forward.h:127
daal::algorithms::Analysis
Provides methods for execution of operations over data, such as computation of Summary Statistics est...
Definition: analysis.h:70