23 #ifndef __NEURAL_NETWORK_LCN_LAYER_FORWARD_H__
24 #define __NEURAL_NETWORK_LCN_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/lcn/lcn_layer_types.h"
31 #include "algorithms/neural_networks/layers/lcn/lcn_layer_forward_types.h"
37 namespace neural_networks
61 template<
typename algorithmFPType, Method method, CpuType cpu>
62 class DAAL_EXPORT BatchContainer :
public layers::forward::LayerContainerIfaceImpl
70 BatchContainer(daal::services::Environment::env *daalEnv);
78 services::Status compute() DAAL_C11_OVERRIDE;
79 services::Status setupCompute() DAAL_C11_OVERRIDE;
80 services::Status resetCompute() DAAL_C11_OVERRIDE;
98 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
99 class Batch :
public layers::forward::LayerIfaceImpl
102 typedef layers::forward::LayerIfaceImpl super;
104 typedef algorithms::neural_networks::layers::lcn::forward::Input InputType;
105 typedef algorithms::neural_networks::layers::lcn::Parameter ParameterType;
106 typedef algorithms::neural_networks::layers::lcn::forward::Result ResultType;
108 ParameterType ¶meter;
112 Batch() : parameter(_defaultParameter)
122 Batch(ParameterType& parameter) : parameter(parameter), _defaultParameter(parameter)
132 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
133 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
142 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
148 virtual InputType *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
154 virtual ParameterType *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
160 layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
169 ResultPtr getResult()
180 services::Status setResult(
const ResultPtr& result)
182 DAAL_CHECK(result, services::ErrorNullResult);
184 _res = _result.get();
185 return services::Status();
193 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
195 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
198 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
200 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
201 this->_res = this->_result.get();
206 virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
208 return new Batch<algorithmFPType, method>(*this);
213 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_LAYER_CONTAINER(BatchContainer, algorithmFPType, method)(&_env);
216 _result.reset(
new ResultType());
221 ParameterType _defaultParameter;
225 using interface1::BatchContainer;
226 using interface1::Batch;
daal::algorithms::neural_networks::layers::lcn::forward::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: lcn_layer_forward.h:142
daal
Definition: algorithm_base_common.h:31
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:62
daal::algorithms::neural_networks::layers::lcn::forward::interface1::Batch::parameter
ParameterType & parameter
Definition: lcn_layer_forward.h:108
daal::algorithms::neural_networks::layers::lcn::forward::interface1::Batch::getResult
ResultPtr getResult()
Definition: lcn_layer_forward.h:169
daal::algorithms::neural_networks::layers::lcn::forward::interface1::Batch::getLayerInput
virtual InputType * getLayerInput() DAAL_C11_OVERRIDE
Definition: lcn_layer_forward.h:148
daal::algorithms::neural_networks::layers::lcn::forward::interface1::Batch::getLayerResult
layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
Definition: lcn_layer_forward.h:160
daal::algorithms::neural_networks::layers::lcn::forward::interface1::Batch::Batch
Batch(ParameterType ¶meter)
Definition: lcn_layer_forward.h:122
daal::algorithms::neural_networks::layers::lcn::forward::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: lcn_layer_forward.h:180
daal::algorithms::neural_networks::layers::lcn::forward::interface1::Batch::Batch
Batch()
Definition: lcn_layer_forward.h:112
daal::algorithms::neural_networks::layers::lcn::forward::interface1::Batch::getLayerParameter
virtual ParameterType * getLayerParameter() DAAL_C11_OVERRIDE
Definition: lcn_layer_forward.h:154
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:99
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::lcn::forward::interface1::Batch::input
InputType input
Definition: lcn_layer_forward.h:109
daal::algorithms::neural_networks::layers::lcn::forward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: lcn_layer_forward.h:132
daal::algorithms::neural_networks::layers::lcn::forward::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: lcn_layer_forward.h:193
daal::services::ErrorNullResult
Definition: error_indexes.h:96