49 #ifndef __PRELU_LAYER_FORWARD_H__
50 #define __PRELU_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/prelu/prelu_layer_types.h"
57 #include "algorithms/neural_networks/layers/prelu/prelu_layer_forward_types.h"
63 namespace neural_networks
91 template<
typename algorithmFPType, Method method, CpuType cpu>
92 class DAAL_EXPORT BatchContainer :
public layers::forward::LayerContainerIfaceImpl
100 BatchContainer(daal::services::Environment::env *daalEnv);
108 services::Status compute() DAAL_C11_OVERRIDE;
109 services::Status setupCompute() DAAL_C11_OVERRIDE;
110 virtual services::Status allocateInput() DAAL_C11_OVERRIDE
112 Input *input =
static_cast<Input *
>(_in);
113 return input->allocate<algorithmFPType>(_par, (int) method);
135 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
136 class Batch :
public layers::forward::LayerIfaceImpl
139 typedef layers::forward::LayerIfaceImpl super;
140 Parameter ¶meter;
144 Batch() : parameter(_defaultParameter)
154 Batch(Parameter& parameter) : parameter(parameter), _defaultParameter(parameter)
165 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
166 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
175 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
181 virtual Input *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
187 virtual Parameter *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
193 layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
202 ResultPtr getResult()
213 services::Status setResult(
const ResultPtr& result)
215 DAAL_CHECK(result, services::ErrorNullResult)
217 _res = _result.get();
218 return services::Status();
226 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
228 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
236 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
238 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
239 this->_res = this->_result.get();
244 virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
246 return new Batch<algorithmFPType, method>(*this);
251 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_LAYER_CONTAINER(BatchContainer, algorithmFPType, method)(&_env);
254 _result.reset(
new Result());
259 Parameter _defaultParameter;
263 using interface1::BatchContainer;
264 using interface1::Batch;
daal::algorithms::neural_networks::layers::prelu::forward::interface1::Batch::getLayerInput
virtual Input * getLayerInput() DAAL_C11_OVERRIDE
Definition: prelu_layer_forward.h:181
daal::algorithms::neural_networks::layers::prelu::forward::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: prelu_layer_forward.h:226
daal::algorithms::neural_networks::layers::prelu::forward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: prelu_layer_forward.h:165
daal::algorithms::neural_networks::layers::prelu::forward::interface1::Batch::parameter
Parameter & parameter
Definition: prelu_layer_forward.h:140
daal
Definition: algorithm_base_common.h:57
daal::algorithms::neural_networks::layers::prelu::forward::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: prelu_layer_forward.h:175
daal::algorithms::neural_networks::layers::prelu::forward::interface1::Batch::input
Input input
Definition: prelu_layer_forward.h:141
daal::algorithms::neural_networks::layers::prelu::forward::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: prelu_layer_forward.h:213
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:136
daal::algorithms::neural_networks::layers::prelu::forward::interface1::Batch::Batch
Batch(Parameter ¶meter)
Definition: prelu_layer_forward.h:154
daal::algorithms::neural_networks::layers::prelu::forward::interface1::Batch::getLayerResult
layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
Definition: prelu_layer_forward.h:193
daal::algorithms::neural_networks::layers::prelu::forward::interface1::Batch::getResult
ResultPtr getResult()
Definition: prelu_layer_forward.h:202
daal::algorithms::neural_networks::layers::prelu::forward::interface1::Batch::allocateResult
virtual services::Status allocateResult() DAAL_C11_OVERRIDE
Definition: prelu_layer_forward.h:236
daal::algorithms::neural_networks::layers::prelu::forward::interface1::Batch::getLayerParameter
virtual Parameter * getLayerParameter() DAAL_C11_OVERRIDE
Definition: prelu_layer_forward.h:187
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:92
daal::algorithms::neural_networks::layers::prelu::forward::interface1::Batch::Batch
Batch()
Default constructor.
Definition: prelu_layer_forward.h:144
daal::algorithms::Analysis
Provides methods for execution of operations over data, such as computation of Summary Statistics est...
Definition: analysis.h:94
daal::services::ErrorNullResult
Definition: error_indexes.h:122