25 #ifndef __NEURAL_NETWORK_LCN_LAYER_FORWARD_H__
26 #define __NEURAL_NETWORK_LCN_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/lcn/lcn_layer_types.h"
33 #include "algorithms/neural_networks/layers/lcn/lcn_layer_forward_types.h"
39 namespace neural_networks
64 template<
typename algorithmFPType, Method method, CpuType cpu>
65 class BatchContainer :
public layers::forward::LayerContainerIfaceImpl
74 DAAL_DEPRECATED BatchContainer(daal::services::Environment::env *daalEnv);
79 DAAL_DEPRECATED ~BatchContainer();
86 DAAL_DEPRECATED services::Status compute() DAAL_C11_OVERRIDE;
90 DAAL_DEPRECATED services::Status setupCompute() DAAL_C11_OVERRIDE;
94 DAAL_DEPRECATED services::Status resetCompute() DAAL_C11_OVERRIDE;
114 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
115 class Batch :
public layers::forward::LayerIfaceImpl
118 typedef layers::forward::LayerIfaceImpl super;
120 typedef algorithms::neural_networks::layers::lcn::forward::Input InputType;
121 typedef algorithms::neural_networks::layers::lcn::Parameter ParameterType;
122 typedef algorithms::neural_networks::layers::lcn::forward::Result ResultType;
124 ParameterType ¶meter;
131 DAAL_DEPRECATED Batch() : parameter(_defaultParameter)
142 DAAL_DEPRECATED Batch(ParameterType& parameter) : parameter(parameter), _defaultParameter(parameter)
153 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
154 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
164 DAAL_DEPRECATED_VIRTUAL
virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
171 DAAL_DEPRECATED_VIRTUAL
virtual InputType *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
178 DAAL_DEPRECATED_VIRTUAL
virtual ParameterType *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
185 DAAL_DEPRECATED layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
195 ResultPtr getResult()
207 DAAL_DEPRECATED services::Status setResult(
const ResultPtr& result)
209 DAAL_CHECK(result, services::ErrorNullResult);
211 _res = _result.get();
212 return services::Status();
221 DAAL_DEPRECATED services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
223 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
229 DAAL_DEPRECATED_VIRTUAL
virtual services::Status allocateResult() DAAL_C11_OVERRIDE
231 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
232 this->_res = this->_result.get();
240 DAAL_DEPRECATED_VIRTUAL virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
242 return new Batch<algorithmFPType, method>(*this);
250 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_LAYER_CONTAINER(BatchContainer, algorithmFPType, method)(&_env);
253 _result.reset(
new ResultType());
258 ParameterType _defaultParameter;
262 using interface1::BatchContainer;
263 using interface1::Batch;
daal::algorithms::neural_networks::layers::lcn::forward::interface1::Batch::getLayerResult
DAAL_DEPRECATED layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
Definition: lcn_layer_forward.h:185
daal::algorithms::neural_networks::layers::lcn::forward::interface1::Batch
Provides methods for forward local contrast normalization layer computations in the batch processing ...
Definition: lcn_layer_forward.h:115
daal::algorithms::neural_networks::layers::lcn::forward::interface1::Batch::getLayerParameter
virtual DAAL_DEPRECATED_VIRTUAL ParameterType * getLayerParameter() DAAL_C11_OVERRIDE
Definition: lcn_layer_forward.h:178
daal::services::ErrorNullResult
Definition: error_indexes.h:98
daal::algorithms::neural_networks::layers::lcn::forward::interface1::Batch::Batch
DAAL_DEPRECATED Batch(ParameterType ¶meter)
Definition: lcn_layer_forward.h:142
daal::algorithms::neural_networks::layers::lcn::forward::interface1::Batch::getMethod
virtual DAAL_DEPRECATED_VIRTUAL int getMethod() const DAAL_C11_OVERRIDE
Definition: lcn_layer_forward.h:164
daal::algorithms::neural_networks::layers::lcn::forward::interface1::Batch::parameter
ParameterType & parameter
Definition: lcn_layer_forward.h:124
daal::algorithms::neural_networks::layers::lcn::forward::interface1::Batch::clone
DAAL_DEPRECATED services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: lcn_layer_forward.h:221
daal::algorithms::neural_networks::layers::lcn::forward::interface1::BatchContainer::compute
DAAL_DEPRECATED services::Status compute() DAAL_C11_OVERRIDE
daal::algorithms::neural_networks::layers::lcn::forward::interface1::Batch::getResult
ResultPtr getResult()
Definition: lcn_layer_forward.h:195
daal::algorithms::neural_networks::layers::lcn::forward::interface1::BatchContainer::BatchContainer
DAAL_DEPRECATED BatchContainer(daal::services::Environment::env *daalEnv)
daal::algorithms::neural_networks::layers::lcn::forward::interface1::Batch::getLayerInput
virtual DAAL_DEPRECATED_VIRTUAL InputType * getLayerInput() DAAL_C11_OVERRIDE
Definition: lcn_layer_forward.h:171
daal::algorithms::neural_networks::layers::lcn::forward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: lcn_layer_forward.h:153
daal::algorithms::neural_networks::layers::lcn::forward::interface1::Batch::setResult
DAAL_DEPRECATED services::Status setResult(const ResultPtr &result)
Definition: lcn_layer_forward.h:207
daal::algorithms::neural_networks::layers::lcn::forward::interface1::BatchContainer
Provides methods to run implementations of the forward local contrast normalization layer...
Definition: lcn_layer_forward.h:65
daal::algorithms::Analysis
Provides methods for execution of operations over data, such as computation of Summary Statistics est...
Definition: analysis.h:70
daal::algorithms::neural_networks::layers::lcn::forward::interface1::Batch::Batch
DAAL_DEPRECATED Batch()
Definition: lcn_layer_forward.h:131
daal::algorithms::neural_networks::layers::lcn::forward::interface1::Batch::input
InputType input
Definition: lcn_layer_forward.h:125
daal::algorithms::neural_networks::layers::lcn::forward::interface1::BatchContainer::~BatchContainer
DAAL_DEPRECATED ~BatchContainer()