48 #ifndef __LOSS_LOGISTIC_CROSS_LAYER_FORWARD_H__
49 #define __LOSS_LOGISTIC_CROSS_LAYER_FORWARD_H__
51 #include "algorithms/algorithm.h"
52 #include "services/daal_defines.h"
53 #include "algorithms/neural_networks/layers/layer.h"
54 #include "algorithms/neural_networks/layers/loss/loss_layer_forward.h"
55 #include "algorithms/neural_networks/layers/loss/logistic_cross_layer_types.h"
56 #include "algorithms/neural_networks/layers/loss/logistic_cross_layer_forward_types.h"
57 #include "algorithms/neural_networks/layers/logistic/logistic_layer_forward.h"
63 namespace neural_networks
69 namespace logistic_cross
90 template<
typename algorithmFPType, Method method, CpuType cpu>
91 class DAAL_EXPORT BatchContainer :
public layers::forward::LayerContainerIfaceImpl
99 BatchContainer(daal::services::Environment::env *daalEnv);
107 services::Status compute() DAAL_C11_OVERRIDE;
128 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
129 class Batch :
public loss::forward::Batch
132 typedef loss::forward::Batch super;
133 Parameter ¶meter;
137 Batch() : parameter(_defaultParameter)
147 Batch(Parameter& parameter) : parameter(parameter), _defaultParameter(parameter)
158 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
159 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
168 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
174 virtual Input *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
180 virtual Parameter *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
186 layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
195 ResultPtr getResult()
206 services::Status setResult(
const ResultPtr& result)
208 DAAL_CHECK(result, services::ErrorNullResult)
210 _res = _result.get();
211 return services::Status();
220 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
222 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
230 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
232 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
233 this->_res = this->_result.get();
241 virtual layers::forward::LayerIfacePtr getLayerForPrediction() const DAAL_C11_OVERRIDE
243 return layers::forward::LayerIfacePtr(
244 new layers::logistic::forward::Batch<algorithmFPType>());
248 virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
250 return new Batch<algorithmFPType, method>(*this);
255 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_LAYER_CONTAINER(BatchContainer, algorithmFPType, method)(&_env);
258 _result.reset(
new Result());
263 Parameter _defaultParameter;
267 using interface1::BatchContainer;
268 using interface1::Batch;
daal
Definition: algorithm_base_common.h:57
daal::algorithms::neural_networks::layers::loss::logistic_cross::forward::interface1::Batch::getResult
ResultPtr getResult()
Definition: logistic_cross_layer_forward.h:195
daal::algorithms::neural_networks::layers::loss::logistic_cross::forward::interface1::Batch::parameter
Parameter & parameter
Definition: logistic_cross_layer_forward.h:133
daal::algorithms::neural_networks::layers::loss::logistic_cross::forward::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: logistic_cross_layer_forward.h:168
daal::algorithms::neural_networks::layers::loss::logistic_cross::forward::interface1::Batch::Batch
Batch(Parameter ¶meter)
Definition: logistic_cross_layer_forward.h:147
daal::algorithms::neural_networks::layers::loss::logistic_cross::forward::interface1::Batch::getLayerForPrediction
virtual layers::forward::LayerIfacePtr getLayerForPrediction() const DAAL_C11_OVERRIDE
Definition: logistic_cross_layer_forward.h:241
daal::algorithms::neural_networks::layers::loss::logistic_cross::forward::interface1::Batch
Provides methods for the forward logistic cross layer in the batch processing mode.
Definition: logistic_cross_layer_forward.h:129
daal::algorithms::neural_networks::layers::loss::logistic_cross::forward::interface1::Batch::input
Input input
Definition: logistic_cross_layer_forward.h:134
daal::algorithms::neural_networks::layers::loss::logistic_cross::forward::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: logistic_cross_layer_forward.h:220
daal::algorithms::neural_networks::layers::loss::logistic_cross::forward::interface1::Batch::getLayerParameter
virtual Parameter * getLayerParameter() DAAL_C11_OVERRIDE
Definition: logistic_cross_layer_forward.h:180
daal::algorithms::neural_networks::layers::loss::logistic_cross::forward::interface1::Batch::getLayerInput
virtual Input * getLayerInput() DAAL_C11_OVERRIDE
Definition: logistic_cross_layer_forward.h:174
daal::algorithms::neural_networks::layers::loss::logistic_cross::forward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: logistic_cross_layer_forward.h:158
daal::algorithms::neural_networks::layers::loss::logistic_cross::forward::interface1::Batch::allocateResult
virtual services::Status allocateResult() DAAL_C11_OVERRIDE
Definition: logistic_cross_layer_forward.h:230
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::loss::logistic_cross::forward::interface1::Batch::Batch
Batch()
Definition: logistic_cross_layer_forward.h:137
daal::algorithms::neural_networks::layers::loss::logistic_cross::forward::interface1::BatchContainer
Provides methods to run implementations of the of the forward logistic cross-entropy layer This class...
Definition: logistic_cross_layer_forward.h:91
daal::algorithms::neural_networks::layers::loss::logistic_cross::forward::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: logistic_cross_layer_forward.h:206
daal::algorithms::neural_networks::layers::loss::logistic_cross::forward::interface1::Batch::getLayerResult
layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
Definition: logistic_cross_layer_forward.h:186
daal::services::ErrorNullResult
Definition: error_indexes.h:122