23 #ifndef __MAXIMUM_POOLING2D_LAYER_FORWARD_H__
24 #define __MAXIMUM_POOLING2D_LAYER_FORWARD_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/pooling2d/maximum_pooling2d_layer_types.h"
31 #include "algorithms/neural_networks/layers/pooling2d/maximum_pooling2d_layer_forward_types.h"
37 namespace neural_networks
41 namespace maximum_pooling2d
65 template<
typename algorithmFPType, Method method, CpuType cpu>
66 class DAAL_EXPORT BatchContainer :
public layers::forward::LayerContainerIfaceImpl
74 BatchContainer(daal::services::Environment::env *daalEnv);
82 services::Status compute() DAAL_C11_OVERRIDE;
83 services::Status setupCompute() DAAL_C11_OVERRIDE;
104 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
105 class Batch :
public layers::forward::LayerIfaceImpl
108 typedef layers::forward::LayerIfaceImpl super;
110 typedef algorithms::neural_networks::layers::maximum_pooling2d::forward::Input InputType;
111 typedef algorithms::neural_networks::layers::maximum_pooling2d::Parameter ParameterType;
112 typedef algorithms::neural_networks::layers::maximum_pooling2d::forward::Result ResultType;
114 ParameterType ¶meter;
121 Batch(
size_t nDimensions) : _defaultParameter(nDimensions - 2, nDimensions - 1),parameter(_defaultParameter)
131 Batch(ParameterType& parameter) : parameter(parameter), _defaultParameter(parameter)
142 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
143 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
152 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
158 virtual InputType *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
164 virtual ParameterType *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
170 layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
179 ResultPtr getResult()
190 services::Status setResult(
const ResultPtr& result)
192 DAAL_CHECK(result, services::ErrorNullResult)
194 _res = _result.get();
195 return services::Status();
204 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
206 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
214 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
216 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
217 this->_res = this->_result.get();
222 virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
224 return new Batch<algorithmFPType, method>(*this);
229 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_LAYER_CONTAINER(BatchContainer, algorithmFPType, method)(&_env);
232 _result.reset(
new ResultType());
237 ParameterType _defaultParameter;
241 using interface1::BatchContainer;
242 using interface1::Batch;
daal
Definition: algorithm_base_common.h:31
daal::algorithms::neural_networks::layers::maximum_pooling2d::forward::interface1::Batch::getLayerParameter
virtual ParameterType * getLayerParameter() DAAL_C11_OVERRIDE
Definition: maximum_pooling2d_layer_forward.h:164
daal::algorithms::neural_networks::layers::maximum_pooling2d::forward::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: maximum_pooling2d_layer_forward.h:204
daal::algorithms::neural_networks::layers::maximum_pooling2d::forward::interface1::Batch::getLayerInput
virtual InputType * getLayerInput() DAAL_C11_OVERRIDE
Definition: maximum_pooling2d_layer_forward.h:158
daal::algorithms::neural_networks::layers::maximum_pooling2d::forward::interface1::Batch::allocateResult
virtual services::Status allocateResult() DAAL_C11_OVERRIDE
Definition: maximum_pooling2d_layer_forward.h:214
daal::algorithms::neural_networks::layers::maximum_pooling2d::forward::interface1::Batch::getResult
ResultPtr getResult()
Definition: maximum_pooling2d_layer_forward.h:179
daal::algorithms::neural_networks::layers::maximum_pooling2d::forward::interface1::Batch::parameter
ParameterType & parameter
Definition: maximum_pooling2d_layer_forward.h:114
daal::algorithms::neural_networks::layers::maximum_pooling2d::forward::interface1::BatchContainer
Provides methods to run implementations of the forward maximum 2D pooling layer. This class is associ...
Definition: maximum_pooling2d_layer_forward.h:66
daal::algorithms::neural_networks::layers::maximum_pooling2d::forward::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: maximum_pooling2d_layer_forward.h:152
daal::algorithms::neural_networks::layers::maximum_pooling2d::forward::interface1::Batch::input
InputType input
Definition: maximum_pooling2d_layer_forward.h:115
daal::algorithms::neural_networks::layers::maximum_pooling2d::forward::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: maximum_pooling2d_layer_forward.h:190
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::maximum_pooling2d::forward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: maximum_pooling2d_layer_forward.h:142
daal::algorithms::neural_networks::layers::maximum_pooling2d::forward::interface1::Batch
Provides methods for the forward maximum 2D pooling layer in the batch processing mode...
Definition: maximum_pooling2d_layer_forward.h:105
daal::algorithms::neural_networks::layers::maximum_pooling2d::forward::interface1::Batch::Batch
Batch(size_t nDimensions)
Definition: maximum_pooling2d_layer_forward.h:121
daal::algorithms::neural_networks::layers::maximum_pooling2d::forward::interface1::Batch::Batch
Batch(ParameterType ¶meter)
Definition: maximum_pooling2d_layer_forward.h:131
daal::services::ErrorNullResult
Definition: error_indexes.h:96
daal::algorithms::neural_networks::layers::maximum_pooling2d::forward::interface1::Batch::getLayerResult
layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
Definition: maximum_pooling2d_layer_forward.h:170