23 #ifndef __PRELU_LAYER_FORWARD_H__
24 #define __PRELU_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/prelu/prelu_layer_types.h"
31 #include "algorithms/neural_networks/layers/prelu/prelu_layer_forward_types.h"
37 namespace neural_networks
65 template<
typename algorithmFPType, Method method, CpuType cpu>
66 class DAAL_EXPORT BatchContainer :
public layers::forward::LayerContainerIfaceImpl
74 BatchContainer(daal::services::Environment::env *daalEnv);
82 services::Status compute() DAAL_C11_OVERRIDE;
83 services::Status setupCompute() DAAL_C11_OVERRIDE;
84 virtual services::Status allocateInput() DAAL_C11_OVERRIDE
86 Input *input =
static_cast<Input *
>(_in);
87 return input->allocate<algorithmFPType>(_par, (int) method);
109 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
110 class Batch :
public layers::forward::LayerIfaceImpl
113 typedef layers::forward::LayerIfaceImpl super;
115 typedef algorithms::neural_networks::layers::prelu::forward::Input InputType;
116 typedef algorithms::neural_networks::layers::prelu::Parameter ParameterType;
117 typedef algorithms::neural_networks::layers::prelu::forward::Result ResultType;
119 ParameterType ¶meter;
123 Batch() : parameter(_defaultParameter)
133 Batch(ParameterType& parameter) : parameter(parameter), _defaultParameter(parameter)
144 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
145 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
154 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
160 virtual InputType *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
166 virtual ParameterType *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
172 layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
181 ResultPtr getResult()
192 services::Status setResult(
const ResultPtr& result)
194 DAAL_CHECK(result, services::ErrorNullResult)
196 _res = _result.get();
197 return services::Status();
205 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
207 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
215 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
217 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
218 this->_res = this->_result.get();
223 virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
225 return new Batch<algorithmFPType, method>(*this);
230 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_LAYER_CONTAINER(BatchContainer, algorithmFPType, method)(&_env);
233 _result.reset(
new ResultType());
238 ParameterType _defaultParameter;
242 using interface1::BatchContainer;
243 using interface1::Batch;
daal::algorithms::neural_networks::layers::prelu::forward::interface1::Batch::input
InputType input
Definition: prelu_layer_forward.h:120
daal::algorithms::neural_networks::layers::prelu::forward::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: prelu_layer_forward.h:205
daal::algorithms::neural_networks::layers::prelu::forward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: prelu_layer_forward.h:144
daal
Definition: algorithm_base_common.h:31
daal::algorithms::neural_networks::layers::prelu::forward::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: prelu_layer_forward.h:154
daal::algorithms::neural_networks::layers::prelu::forward::interface1::Batch::parameter
ParameterType & parameter
Definition: prelu_layer_forward.h:119
daal::algorithms::neural_networks::layers::prelu::forward::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: prelu_layer_forward.h:192
daal::algorithms::neural_networks::layers::prelu::forward::interface1::Batch::getLayerParameter
virtual ParameterType * getLayerParameter() DAAL_C11_OVERRIDE
Definition: prelu_layer_forward.h:166
daal::algorithms::neural_networks::layers::prelu::forward::interface1::Batch
Computes the results of the forward prelu layer in the batch processing mode.
Definition: prelu_layer_forward.h:110
daal::algorithms::neural_networks::layers::prelu::forward::interface1::Batch::getLayerResult
layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
Definition: prelu_layer_forward.h:172
daal::algorithms::neural_networks::layers::prelu::forward::interface1::Batch::getResult
ResultPtr getResult()
Definition: prelu_layer_forward.h:181
daal::algorithms::neural_networks::layers::prelu::forward::interface1::Batch::allocateResult
virtual services::Status allocateResult() DAAL_C11_OVERRIDE
Definition: prelu_layer_forward.h:215
daal::algorithms::neural_networks::layers::prelu::forward::interface1::Batch::getLayerInput
virtual InputType * getLayerInput() DAAL_C11_OVERRIDE
Definition: prelu_layer_forward.h:160
daal::algorithms::neural_networks::layers::prelu::forward::interface1::BatchContainer
Provides methods to run implementations of the of the forward prelu layer This class is associated wi...
Definition: prelu_layer_forward.h:66
daal::algorithms::neural_networks::layers::prelu::forward::interface1::Batch::Batch
Batch()
Default constructor.
Definition: prelu_layer_forward.h:123
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::prelu::forward::interface1::Batch::Batch
Batch(ParameterType ¶meter)
Definition: prelu_layer_forward.h:133
daal::services::ErrorNullResult
Definition: error_indexes.h:96