49 #ifndef __NEURAL_NETWORK_LCN_LAYER_FORWARD_H__
50 #define __NEURAL_NETWORK_LCN_LAYER_FORWARD_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/lcn/lcn_layer_types.h"
57 #include "algorithms/neural_networks/layers/lcn/lcn_layer_forward_types.h"
63 namespace neural_networks
87 template<
typename algorithmFPType, Method method, CpuType cpu>
88 class DAAL_EXPORT BatchContainer :
public layers::forward::LayerContainerIfaceImpl
96 BatchContainer(daal::services::Environment::env *daalEnv);
104 services::Status compute() DAAL_C11_OVERRIDE;
105 services::Status setupCompute() DAAL_C11_OVERRIDE;
106 services::Status resetCompute() DAAL_C11_OVERRIDE;
124 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
125 class Batch :
public layers::forward::LayerIfaceImpl
128 typedef layers::forward::LayerIfaceImpl super;
129 Parameter ¶meter;
133 Batch() : parameter(_defaultParameter)
143 Batch(Parameter& parameter) : parameter(parameter), _defaultParameter(parameter)
153 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
154 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
163 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
169 virtual Input *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
175 virtual Parameter *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
181 layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
190 ResultPtr getResult()
201 services::Status setResult(
const ResultPtr& result)
203 DAAL_CHECK(result, services::ErrorNullResult);
205 _res = _result.get();
206 return services::Status();
214 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
216 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
219 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
221 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
222 this->_res = this->_result.get();
227 virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
229 return new Batch<algorithmFPType, method>(*this);
234 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_LAYER_CONTAINER(BatchContainer, algorithmFPType, method)(&_env);
237 _result.reset(
new Result());
242 Parameter _defaultParameter;
246 using interface1::BatchContainer;
247 using interface1::Batch;
daal::algorithms::neural_networks::layers::lcn::forward::interface1::Batch::parameter
Parameter & parameter
Definition: lcn_layer_forward.h:129
daal::algorithms::neural_networks::layers::lcn::forward::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: lcn_layer_forward.h:163
daal
Definition: algorithm_base_common.h:57
daal::algorithms::neural_networks::layers::lcn::forward::interface1::Batch::getLayerInput
virtual Input * getLayerInput() DAAL_C11_OVERRIDE
Definition: lcn_layer_forward.h:169
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:88
daal::algorithms::neural_networks::layers::lcn::forward::interface1::Batch::getResult
ResultPtr getResult()
Definition: lcn_layer_forward.h:190
daal::algorithms::neural_networks::layers::lcn::forward::interface1::Batch::getLayerResult
layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
Definition: lcn_layer_forward.h:181
daal::algorithms::neural_networks::layers::lcn::forward::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: lcn_layer_forward.h:201
daal::algorithms::neural_networks::layers::lcn::forward::interface1::Batch::input
Input input
Definition: lcn_layer_forward.h:130
daal::algorithms::neural_networks::layers::lcn::forward::interface1::Batch::Batch
Batch()
Definition: lcn_layer_forward.h:133
daal::algorithms::neural_networks::layers::lcn::forward::interface1::Batch::Batch
Batch(Parameter ¶meter)
Definition: lcn_layer_forward.h:143
daal::algorithms::neural_networks::layers::lcn::forward::interface1::Batch::getLayerParameter
virtual Parameter * getLayerParameter() DAAL_C11_OVERRIDE
Definition: lcn_layer_forward.h:175
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:125
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::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::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: lcn_layer_forward.h:214
daal::services::ErrorNullResult
Definition: error_indexes.h:122