23 #ifndef __MAXIMUM_POOLING1D_LAYER_BACKWARD_H__
24 #define __MAXIMUM_POOLING1D_LAYER_BACKWARD_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/pooling1d/maximum_pooling1d_layer_types.h"
31 #include "algorithms/neural_networks/layers/pooling1d/maximum_pooling1d_layer_backward_types.h"
37 namespace neural_networks
41 namespace maximum_pooling1d
65 template<
typename algorithmFPType, Method method, CpuType cpu>
66 class DAAL_EXPORT BatchContainer :
public AnalysisContainerIface<batch>
74 BatchContainer(daal::services::Environment::env *daalEnv);
82 services::Status compute() DAAL_C11_OVERRIDE;
103 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
104 class Batch :
public layers::backward::LayerIfaceImpl
107 typedef layers::backward::LayerIfaceImpl super;
109 typedef algorithms::neural_networks::layers::maximum_pooling1d::backward::Input InputType;
110 typedef algorithms::neural_networks::layers::maximum_pooling1d::Parameter ParameterType;
111 typedef algorithms::neural_networks::layers::maximum_pooling1d::backward::Result ResultType;
113 ParameterType ¶meter;
120 Batch(
size_t nDimensions) : _defaultParameter(nDimensions-1), parameter(_defaultParameter)
130 Batch(ParameterType& parameter) : parameter(parameter), _defaultParameter(parameter)
141 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
142 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
151 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
157 virtual InputType *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
163 virtual ParameterType *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
169 layers::backward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
178 ResultPtr getResult()
189 services::Status setResult(
const ResultPtr& result)
191 DAAL_CHECK(result, services::ErrorNullResult)
193 _res = _result.get();
194 return services::Status();
203 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
205 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
213 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
215 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
216 this->_res = this->_result.get();
221 virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
223 return new Batch<algorithmFPType, method>(*this);
228 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
231 _result.reset(
new ResultType());
236 ParameterType _defaultParameter;
240 using interface1::BatchContainer;
241 using interface1::Batch;
daal::algorithms::neural_networks::layers::maximum_pooling1d::backward::interface1::Batch
Provides methods for the backward maximum 1D pooling layer in the batch processing mode...
Definition: maximum_pooling1d_layer_backward.h:104
daal::algorithms::neural_networks::layers::maximum_pooling1d::backward::interface1::Batch::Batch
Batch(size_t nDimensions)
Definition: maximum_pooling1d_layer_backward.h:120
daal::algorithms::neural_networks::layers::maximum_pooling1d::backward::interface1::Batch::getLayerInput
virtual InputType * getLayerInput() DAAL_C11_OVERRIDE
Definition: maximum_pooling1d_layer_backward.h:157
daal
Definition: algorithm_base_common.h:31
daal::algorithms::AnalysisContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the analy...
Definition: analysis.h:53
daal::algorithms::neural_networks::layers::maximum_pooling1d::backward::interface1::BatchContainer
Provides methods to run implementations of the backward maximum 1D pooling layer. This class is assoc...
Definition: maximum_pooling1d_layer_backward.h:66
daal::algorithms::neural_networks::layers::maximum_pooling1d::backward::interface1::Batch::input
InputType input
Definition: maximum_pooling1d_layer_backward.h:114
daal::batch
Definition: daal_defines.h:106
daal::algorithms::neural_networks::layers::maximum_pooling1d::backward::interface1::Batch::Batch
Batch(ParameterType ¶meter)
Definition: maximum_pooling1d_layer_backward.h:130
daal::algorithms::neural_networks::layers::maximum_pooling1d::backward::interface1::Batch::parameter
ParameterType & parameter
Definition: maximum_pooling1d_layer_backward.h:113
daal::algorithms::neural_networks::layers::maximum_pooling1d::backward::interface1::Batch::allocateResult
virtual services::Status allocateResult() DAAL_C11_OVERRIDE
Definition: maximum_pooling1d_layer_backward.h:213
daal::algorithms::neural_networks::layers::maximum_pooling1d::backward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: maximum_pooling1d_layer_backward.h:141
daal::algorithms::neural_networks::layers::maximum_pooling1d::backward::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: maximum_pooling1d_layer_backward.h:189
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_pooling1d::backward::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: maximum_pooling1d_layer_backward.h:203
daal::algorithms::neural_networks::layers::maximum_pooling1d::backward::interface1::Batch::getLayerParameter
virtual ParameterType * getLayerParameter() DAAL_C11_OVERRIDE
Definition: maximum_pooling1d_layer_backward.h:163
daal::algorithms::neural_networks::layers::maximum_pooling1d::backward::interface1::Batch::getResult
ResultPtr getResult()
Definition: maximum_pooling1d_layer_backward.h:178
daal::services::ErrorNullResult
Definition: error_indexes.h:96
daal::algorithms::neural_networks::layers::maximum_pooling1d::backward::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: maximum_pooling1d_layer_backward.h:151
daal::algorithms::neural_networks::layers::maximum_pooling1d::backward::interface1::Batch::getLayerResult
layers::backward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
Definition: maximum_pooling1d_layer_backward.h:169