49 #ifndef __SPATIAL_STOCHASTIC_POOLING2D_LAYER_FORWARD_H__
50 #define __SPATIAL_STOCHASTIC_POOLING2D_LAYER_FORWARD_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_types.h"
57 #include "algorithms/neural_networks/layers/spatial_pooling2d/spatial_stochastic_pooling2d_layer_forward_types.h"
63 namespace neural_networks
67 namespace spatial_stochastic_pooling2d
81 template<
typename algorithmFPType, Method method, CpuType cpu>
82 class DAAL_EXPORT BatchContainer :
public layers::forward::LayerContainerIfaceImpl
94 template<
typename algorithmFPType, CpuType cpu>
95 class DAAL_EXPORT BatchContainer<algorithmFPType, defaultDense, cpu> :
public layers::forward::LayerContainerIfaceImpl
103 BatchContainer(daal::services::Environment::env *daalEnv);
111 services::Status compute() DAAL_C11_OVERRIDE;
132 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
133 class Batch :
public layers::forward::LayerIfaceImpl
136 typedef layers::forward::LayerIfaceImpl super;
137 Parameter ¶meter;
145 Batch(
size_t pyramidHeight,
size_t nDimensions) : _defaultParameter(pyramidHeight, nDimensions - 2, nDimensions - 1),parameter(_defaultParameter)
155 Batch(Parameter& parameter) : parameter(parameter), _defaultParameter(parameter)
166 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
167 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
176 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
182 virtual Input *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
188 virtual Parameter *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
194 layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
203 ResultPtr getResult()
214 services::Status setResult(
const ResultPtr& result)
216 DAAL_CHECK(result, services::ErrorNullResult)
218 _res = _result.get();
219 return services::Status();
228 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
230 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
238 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
240 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
241 this->_res = this->_result.get();
246 virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
248 return new Batch<algorithmFPType, method>(*this);
253 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_LAYER_CONTAINER(BatchContainer, algorithmFPType, method)(&_env);
256 _result.reset(
new Result());
261 Parameter _defaultParameter;
265 using interface1::BatchContainer;
266 using interface1::Batch;
daal
Definition: algorithm_base_common.h:57
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::forward::interface1::Batch::parameter
Parameter & parameter
Definition: spatial_stochastic_pooling2d_layer_forward.h:137
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::forward::interface1::Batch::getLayerParameter
virtual Parameter * getLayerParameter() DAAL_C11_OVERRIDE
Definition: spatial_stochastic_pooling2d_layer_forward.h:188
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::forward::interface1::Batch::getLayerInput
virtual Input * getLayerInput() DAAL_C11_OVERRIDE
Definition: spatial_stochastic_pooling2d_layer_forward.h:182
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:214
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::forward::interface1::Batch::input
Input input
Definition: spatial_stochastic_pooling2d_layer_forward.h:138
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::forward::interface1::Batch::getResult
ResultPtr getResult()
Definition: spatial_stochastic_pooling2d_layer_forward.h:203
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::forward::interface1::Batch::Batch
Batch(Parameter ¶meter)
Definition: spatial_stochastic_pooling2d_layer_forward.h:155
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:194
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:133
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:176
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:228
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::forward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: spatial_stochastic_pooling2d_layer_forward.h:166
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:238
daal::algorithms::neural_networks::layers::spatial_stochastic_pooling2d::forward::interface1::BatchContainer
Definition: spatial_stochastic_pooling2d_layer_forward.h:82
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::forward::interface1::Batch::Batch
Batch(size_t pyramidHeight, size_t nDimensions)
Definition: spatial_stochastic_pooling2d_layer_forward.h:145
daal::services::ErrorNullResult
Definition: error_indexes.h:122