25 #ifndef __BATCH_NORMALIZATION_LAYER_FORWARD_H__
26 #define __BATCH_NORMALIZATION_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/batch_normalization/batch_normalization_layer_types.h"
33 #include "algorithms/neural_networks/layers/batch_normalization/batch_normalization_layer_forward_types.h"
39 namespace neural_networks
43 namespace batch_normalization
69 template<
typename algorithmFPType, Method method, CpuType cpu>
70 class BatchContainer :
public layers::forward::LayerContainerIfaceImpl
79 DAAL_DEPRECATED BatchContainer(daal::services::Environment::env *daalEnv);
84 DAAL_DEPRECATED ~BatchContainer();
91 DAAL_DEPRECATED services::Status compute() DAAL_C11_OVERRIDE;
95 DAAL_DEPRECATED services::Status setupCompute() DAAL_C11_OVERRIDE;
99 DAAL_DEPRECATED services::Status resetCompute() DAAL_C11_OVERRIDE;
103 DAAL_DEPRECATED_VIRTUAL
virtual services::Status allocateInput() DAAL_C11_OVERRIDE
105 Input *input =
static_cast<Input *
>(_in);
106 return input->allocate<algorithmFPType>(_par, (int) method);
130 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
131 class Batch :
public layers::forward::LayerIfaceImpl
134 typedef layers::forward::LayerIfaceImpl super;
136 typedef algorithms::neural_networks::layers::batch_normalization::forward::Input InputType;
137 typedef algorithms::neural_networks::layers::batch_normalization::Parameter ParameterType;
138 typedef algorithms::neural_networks::layers::batch_normalization::forward::Result ResultType;
140 ParameterType ¶meter;
147 DAAL_DEPRECATED Batch() : parameter(_defaultParameter)
158 DAAL_DEPRECATED Batch(ParameterType& parameter) : parameter(parameter), _defaultParameter(parameter)
170 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
171 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
181 DAAL_DEPRECATED_VIRTUAL
virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
188 DAAL_DEPRECATED_VIRTUAL
virtual InputType *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
195 DAAL_DEPRECATED_VIRTUAL
virtual ParameterType *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
202 DAAL_DEPRECATED layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
212 ResultPtr getResult()
224 DAAL_DEPRECATED services::Status setResult(
const ResultPtr& result)
226 DAAL_CHECK(result, services::ErrorNullResult)
228 _res = _result.get();
229 return services::Status();
239 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
241 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
250 DAAL_DEPRECATED_VIRTUAL
virtual services::Status allocateResult() DAAL_C11_OVERRIDE
252 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
253 this->_res = this->_result.get();
262 DAAL_DEPRECATED_VIRTUAL
virtual layers::forward::LayerIfacePtr getLayerForPrediction() const DAAL_C11_OVERRIDE
264 services::SharedPtr<Batch<algorithmFPType, method> > seflCopy = clone();
267 seflCopy->input.set(forward::populationMean, _result->get(auxPopulationMean));
268 seflCopy->input.set(forward::populationVariance, _result->get(auxPopulationVariance));
270 return services::staticPointerCast<layers::forward::LayerIface>(seflCopy);
277 DAAL_DEPRECATED_VIRTUAL
virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
279 return new Batch<algorithmFPType, method>(*this);
287 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_LAYER_CONTAINER(BatchContainer, algorithmFPType, method)(&_env);
290 _result.reset(
new ResultType());
295 ParameterType _defaultParameter;
300 using interface1::BatchContainer;
301 using interface1::Batch;
daal::algorithms::neural_networks::layers::batch_normalization::forward::interface1::Batch::input
InputType input
Definition: batch_normalization_layer_forward.h:141
daal::algorithms::neural_networks::layers::batch_normalization::auxPopulationMean
Definition: batch_normalization_layer_types.h:68
daal::algorithms::neural_networks::layers::batch_normalization::forward::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: batch_normalization_layer_forward.h:239
daal::algorithms::neural_networks::layers::batch_normalization::auxPopulationVariance
Definition: batch_normalization_layer_types.h:69
daal::algorithms::neural_networks::layers::batch_normalization::forward::interface1::BatchContainer::~BatchContainer
DAAL_DEPRECATED ~BatchContainer()
daal::algorithms::neural_networks::layers::batch_normalization::forward::interface1::Batch::getResult
ResultPtr getResult()
Definition: batch_normalization_layer_forward.h:212
daal::algorithms::neural_networks::layers::batch_normalization::forward::populationVariance
Definition: batch_normalization_layer_forward_types.h:62
daal::algorithms::neural_networks::layers::batch_normalization::forward::interface1::BatchContainer::compute
DAAL_DEPRECATED services::Status compute() DAAL_C11_OVERRIDE
daal::algorithms::neural_networks::layers::batch_normalization::forward::interface1::BatchContainer::BatchContainer
DAAL_DEPRECATED BatchContainer(daal::services::Environment::env *daalEnv)
daal::algorithms::neural_networks::layers::batch_normalization::forward::interface1::Input
Input objects for the forward batch normalization layer.
Definition: batch_normalization_layer_forward_types.h:76
daal::algorithms::neural_networks::layers::batch_normalization::forward::interface1::Batch::getLayerResult
DAAL_DEPRECATED layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
Definition: batch_normalization_layer_forward.h:202
daal::algorithms::neural_networks::layers::batch_normalization::forward::interface1::Batch::allocateResult
virtual DAAL_DEPRECATED_VIRTUAL services::Status allocateResult() DAAL_C11_OVERRIDE
Definition: batch_normalization_layer_forward.h:250
daal::algorithms::neural_networks::layers::batch_normalization::forward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: batch_normalization_layer_forward.h:170
daal::services::ErrorNullResult
Definition: error_indexes.h:98
daal::algorithms::neural_networks::layers::batch_normalization::forward::interface1::Batch::getMethod
virtual DAAL_DEPRECATED_VIRTUAL int getMethod() const DAAL_C11_OVERRIDE
Definition: batch_normalization_layer_forward.h:181
daal::algorithms::neural_networks::layers::batch_normalization::forward::interface1::Batch::setResult
DAAL_DEPRECATED services::Status setResult(const ResultPtr &result)
Definition: batch_normalization_layer_forward.h:224
daal::algorithms::neural_networks::layers::batch_normalization::forward::interface1::Batch::getLayerParameter
virtual DAAL_DEPRECATED_VIRTUAL ParameterType * getLayerParameter() DAAL_C11_OVERRIDE
Definition: batch_normalization_layer_forward.h:195
daal::algorithms::neural_networks::layers::batch_normalization::forward::interface1::Batch::parameter
ParameterType & parameter
Definition: batch_normalization_layer_forward.h:140
daal::algorithms::neural_networks::layers::batch_normalization::forward::interface1::BatchContainer
Provides methods to run implementations of the forward batch normalization layer. This class is assoc...
Definition: batch_normalization_layer_forward.h:70
daal::algorithms::neural_networks::layers::batch_normalization::forward::interface1::Batch::getLayerInput
virtual DAAL_DEPRECATED_VIRTUAL InputType * getLayerInput() DAAL_C11_OVERRIDE
Definition: batch_normalization_layer_forward.h:188
daal::algorithms::neural_networks::layers::batch_normalization::forward::interface1::Input::allocate
DAAL_EXPORT services::Status allocate(const daal::algorithms::Parameter *parameter, const int method)
daal::algorithms::neural_networks::layers::batch_normalization::forward::populationMean
Definition: batch_normalization_layer_forward_types.h:61
daal::algorithms::neural_networks::layers::batch_normalization::forward::interface1::Batch
Provides methods for the forward batch normalization layer in the batch processing mode...
Definition: batch_normalization_layer_forward.h:131
daal::algorithms::neural_networks::layers::batch_normalization::forward::interface1::Batch::getLayerForPrediction
virtual DAAL_DEPRECATED_VIRTUAL layers::forward::LayerIfacePtr getLayerForPrediction() const DAAL_C11_OVERRIDE
Definition: batch_normalization_layer_forward.h:262
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::batch_normalization::forward::interface1::Batch::Batch
DAAL_DEPRECATED Batch()
Definition: batch_normalization_layer_forward.h:147
daal::algorithms::neural_networks::layers::batch_normalization::forward::interface1::Batch::Batch
DAAL_DEPRECATED Batch(ParameterType ¶meter)
Definition: batch_normalization_layer_forward.h:158