23 #ifndef __RELU_LAYER_FORWARD_H__
24 #define __RELU_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/relu/relu_layer_types.h"
31 #include "algorithms/neural_networks/layers/relu/relu_layer_forward_types.h"
37 namespace neural_networks
62 template<
typename algorithmFPType, Method method, CpuType cpu>
63 class DAAL_EXPORT BatchContainer :
public layers::forward::LayerContainerIfaceImpl
71 BatchContainer(daal::services::Environment::env *daalEnv);
79 services::Status compute() DAAL_C11_OVERRIDE;
100 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
101 class Batch :
public layers::forward::LayerIfaceImpl
104 typedef layers::forward::LayerIfaceImpl super;
106 typedef algorithms::neural_networks::layers::relu::forward::Input InputType;
107 typedef algorithms::neural_networks::layers::relu::Parameter ParameterType;
108 typedef algorithms::neural_networks::layers::relu::forward::Result ResultType;
110 ParameterType ¶meter;
114 Batch() : parameter(_defaultParameter)
124 Batch(ParameterType& parameter) : parameter(parameter), _defaultParameter(parameter)
135 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
136 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
145 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
151 virtual InputType *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
157 virtual ParameterType *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
163 layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
172 ResultPtr getResult()
183 services::Status setResult(
const ResultPtr& result)
185 DAAL_CHECK(result, services::ErrorNullResult)
187 _res = _result.get();
188 return services::Status();
196 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
198 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
206 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
208 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
209 this->_res = this->_result.get();
214 virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
216 return new Batch<algorithmFPType, method>(*this);
221 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_LAYER_CONTAINER(BatchContainer, algorithmFPType, method)(&_env);
224 _result.reset(
new ResultType());
229 ParameterType _defaultParameter;
233 using interface1::BatchContainer;
234 using interface1::Batch;
daal::algorithms::neural_networks::layers::relu::forward::interface1::Batch::getLayerParameter
virtual ParameterType * getLayerParameter() DAAL_C11_OVERRIDE
Definition: relu_layer_forward.h:157
daal::algorithms::neural_networks::layers::relu::forward::interface1::Batch::allocateResult
virtual services::Status allocateResult() DAAL_C11_OVERRIDE
Definition: relu_layer_forward.h:206
daal::algorithms::neural_networks::layers::relu::forward::interface1::Batch::getResult
ResultPtr getResult()
Definition: relu_layer_forward.h:172
daal
Definition: algorithm_base_common.h:31
daal::algorithms::neural_networks::layers::relu::forward::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: relu_layer_forward.h:196
daal::algorithms::neural_networks::layers::relu::forward::interface1::Batch::Batch
Batch(ParameterType ¶meter)
Definition: relu_layer_forward.h:124
daal::algorithms::neural_networks::layers::relu::forward::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: relu_layer_forward.h:145
daal::algorithms::neural_networks::layers::relu::forward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: relu_layer_forward.h:135
daal::algorithms::neural_networks::layers::relu::forward::interface1::Batch::Batch
Batch()
Definition: relu_layer_forward.h:114
daal::algorithms::neural_networks::layers::relu::forward::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: relu_layer_forward.h:183
daal::algorithms::neural_networks::layers::relu::forward::interface1::Batch::getLayerResult
layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
Definition: relu_layer_forward.h:163
daal::algorithms::neural_networks::layers::relu::forward::interface1::Batch::parameter
ParameterType & parameter
Definition: relu_layer_forward.h:110
daal::algorithms::neural_networks::layers::relu::forward::interface1::Batch
Computes the results of the forward relu layer in the batch processing mode.
Definition: relu_layer_forward.h:101
daal::algorithms::neural_networks::layers::relu::forward::interface1::BatchContainer
Class containing methods for the forward relu layer using algorithmFPType precision arithmetic...
Definition: relu_layer_forward.h:63
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::relu::forward::interface1::Batch::getLayerInput
virtual InputType * getLayerInput() DAAL_C11_OVERRIDE
Definition: relu_layer_forward.h:151
daal::algorithms::neural_networks::layers::relu::forward::interface1::Batch::input
InputType input
Definition: relu_layer_forward.h:111
daal::services::ErrorNullResult
Definition: error_indexes.h:96