49 #ifndef __SPATIAL_AVERAGE_POOLING2D_LAYER_BACKWARD_H__ 50 #define __SPATIAL_AVERAGE_POOLING2D_LAYER_BACKWARD_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_average_pooling2d_layer_types.h" 57 #include "algorithms/neural_networks/layers/spatial_pooling2d/spatial_average_pooling2d_layer_backward_types.h" 63 namespace neural_networks
67 namespace spatial_average_pooling2d
81 template<
typename algorithmFPType, Method method, CpuType cpu>
82 class DAAL_EXPORT BatchContainer :
public AnalysisContainerIface<batch>
94 template<
typename algorithmFPType, CpuType cpu>
95 class DAAL_EXPORT BatchContainer<algorithmFPType, defaultDense, cpu> :
public AnalysisContainerIface<batch>
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::backward::LayerIfaceImpl
136 typedef layers::backward::LayerIfaceImpl super;
138 typedef algorithms::neural_networks::layers::spatial_average_pooling2d::backward::Input InputType;
139 typedef algorithms::neural_networks::layers::spatial_average_pooling2d::Parameter ParameterType;
140 typedef algorithms::neural_networks::layers::spatial_average_pooling2d::backward::Result ResultType;
142 ParameterType ¶meter;
150 Batch(
size_t pyramidHeight,
size_t nDimensions) : _defaultParameter(pyramidHeight, nDimensions - 2, nDimensions - 1), parameter(_defaultParameter)
160 Batch(Parameter& parameter) : parameter(parameter), _defaultParameter(parameter)
171 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
172 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
181 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
187 virtual InputType *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
193 virtual ParameterType *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
199 layers::backward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
208 ResultPtr getResult()
219 services::Status setResult(
const ResultPtr& result)
221 DAAL_CHECK(result, services::ErrorNullResult)
223 _res = _result.get();
224 return services::Status();
233 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const 235 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
243 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
245 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
246 this->_res = this->_result.get();
251 virtual Batch<algorithmFPType, method> *cloneImpl()
const DAAL_C11_OVERRIDE
253 return new Batch<algorithmFPType, method>(*this);
258 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
261 _result.reset(
new ResultType());
266 Parameter _defaultParameter;
270 using interface1::BatchContainer;
271 using interface1::Batch;
daal::algorithms::neural_networks::layers::backward::interface1::LayerIfaceImpl
Implements the abstract interface LayerIface. LayerIfaceImpl is, in turn, the base class for the clas...
Definition: layer_backward.h:153
daal::services::interface1::Environment::_envStruct
The environment structure.
Definition: env_detect.h:95
daal::services::interface1::Status
Class that holds the results of API calls. In case of API routine failure it contains the list of err...
Definition: error_handling.h:491
daal
Definition: algorithm_base_common.h:57
daal::algorithms::AnalysisContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the analy...
Definition: analysis.h:79
daal::algorithms::neural_networks::layers::backward::interface1::LayerIface
Abstract class which defines interface for the layer.
Definition: layer_backward.h:85
daal::algorithms::neural_networks::layers::spatial_average_pooling2d::backward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: spatial_average_pooling2d_layer_backward.h:171
daal::algorithms::neural_networks::layers::spatial_average_pooling2d::backward::interface1::Batch::getLayerParameter
virtual ParameterType * getLayerParameter() DAAL_C11_OVERRIDE
Definition: spatial_average_pooling2d_layer_backward.h:193
daal::algorithms::neural_networks::layers::spatial_average_pooling2d::defaultDense
Definition: spatial_average_pooling2d_layer_types.h:79
daal::algorithms::neural_networks::layers::spatial_average_pooling2d::backward::interface1::Batch::Batch
Batch(Parameter ¶meter)
Definition: spatial_average_pooling2d_layer_backward.h:160
daal::algorithms::neural_networks::layers::spatial_average_pooling2d::backward::interface1::Batch::allocateResult
virtual services::Status allocateResult() DAAL_C11_OVERRIDE
Definition: spatial_average_pooling2d_layer_backward.h:243
daal::algorithms::neural_networks::layers::spatial_average_pooling2d::backward::interface1::Batch
Provides methods for the backward spatial pyramid average 2D pooling layer in the batch processing mo...
Definition: spatial_average_pooling2d_layer_backward.h:133
daal::algorithms::neural_networks::layers::spatial_average_pooling2d::backward::interface1::Batch::getResult
ResultPtr getResult()
Definition: spatial_average_pooling2d_layer_backward.h:208
daal::algorithms::neural_networks::layers::spatial_average_pooling2d::backward::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: spatial_average_pooling2d_layer_backward.h:219
daal::batch
Definition: daal_defines.h:132
daal::services::interface1::SharedPtr
Shared pointer that retains shared ownership of an object through a pointer. Several SharedPtr object...
Definition: daal_shared_ptr.h:187
daal::algorithms::neural_networks::layers::spatial_average_pooling2d::backward::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: spatial_average_pooling2d_layer_backward.h:233
daal::services::interface1::SharedPtr::get
T * get() const
Definition: daal_shared_ptr.h:332
daal::algorithms::neural_networks::layers::spatial_average_pooling2d::backward::interface1::Batch::parameter
ParameterType & parameter
Definition: spatial_average_pooling2d_layer_backward.h:142
daal::algorithms::neural_networks::layers::spatial_average_pooling2d::interface1::Parameter
Parameters for the spatial pyramid average 2D pooling layer.
Definition: spatial_average_pooling2d_layer_types.h:105
daal::algorithms::neural_networks::layers::spatial_average_pooling2d::backward::interface1::Batch::Batch
Batch(size_t pyramidHeight, size_t nDimensions)
Definition: spatial_average_pooling2d_layer_backward.h:150
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_average_pooling2d::backward::interface1::Batch::input
InputType input
Definition: spatial_average_pooling2d_layer_backward.h:143
daal::algorithms::neural_networks::layers::backward::interface1::Result
Provides methods to access the result obtained with the compute() method of the layer algorithm...
Definition: layer_backward_types.h:224
daal::algorithms::neural_networks::layers::spatial_average_pooling2d::backward::interface1::Batch::getLayerInput
virtual InputType * getLayerInput() DAAL_C11_OVERRIDE
Definition: spatial_average_pooling2d_layer_backward.h:187
daal::algorithms::neural_networks::layers::spatial_average_pooling2d::backward::interface1::Result
Provides methods to access the result obtained with the compute() method of the backward spatial pyra...
Definition: spatial_average_pooling2d_layer_backward_types.h:140
daal::algorithms::neural_networks::layers::spatial_average_pooling2d::backward::interface1::BatchContainer
Definition: spatial_average_pooling2d_layer_backward.h:82
daal::algorithms::neural_networks::layers::spatial_average_pooling2d::backward::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: spatial_average_pooling2d_layer_backward.h:181
daal::services::ErrorNullResult
Definition: error_indexes.h:122