49 #ifndef __RELU_LAYER_FORWARD_H__
50 #define __RELU_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/relu/relu_layer_types.h"
57 #include "algorithms/neural_networks/layers/relu/relu_layer_forward_types.h"
63 namespace neural_networks
88 template<
typename algorithmFPType, Method method, CpuType cpu>
89 class DAAL_EXPORT BatchContainer :
public layers::forward::LayerContainerIfaceImpl
97 BatchContainer(daal::services::Environment::env *daalEnv);
105 services::Status compute() DAAL_C11_OVERRIDE;
126 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
127 class Batch :
public layers::forward::LayerIfaceImpl
130 typedef layers::forward::LayerIfaceImpl super;
131 Parameter ¶meter;
135 Batch() : parameter(_defaultParameter)
145 Batch(Parameter& parameter) : parameter(parameter), _defaultParameter(parameter)
156 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
157 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
166 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
172 virtual Input *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
178 virtual Parameter *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
184 layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
193 ResultPtr getResult()
204 services::Status setResult(
const ResultPtr& result)
206 DAAL_CHECK(result, services::ErrorNullResult)
208 _res = _result.get();
209 return services::Status();
217 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
219 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
227 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
229 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
230 this->_res = this->_result.get();
235 virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
237 return new Batch<algorithmFPType, method>(*this);
242 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_LAYER_CONTAINER(BatchContainer, algorithmFPType, method)(&_env);
245 _result.reset(
new Result());
250 Parameter _defaultParameter;
254 using interface1::BatchContainer;
255 using interface1::Batch;
daal::algorithms::neural_networks::layers::relu::forward::interface1::Batch::allocateResult
virtual services::Status allocateResult() DAAL_C11_OVERRIDE
Definition: relu_layer_forward.h:227
daal::algorithms::neural_networks::layers::relu::forward::interface1::Batch::getResult
ResultPtr getResult()
Definition: relu_layer_forward.h:193
daal
Definition: algorithm_base_common.h:57
daal::algorithms::neural_networks::layers::relu::forward::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: relu_layer_forward.h:217
daal::algorithms::neural_networks::layers::relu::forward::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: relu_layer_forward.h:166
daal::algorithms::neural_networks::layers::relu::forward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: relu_layer_forward.h:156
daal::algorithms::neural_networks::layers::relu::forward::interface1::Batch::Batch
Batch()
Definition: relu_layer_forward.h:135
daal::algorithms::neural_networks::layers::relu::forward::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: relu_layer_forward.h:204
daal::algorithms::neural_networks::layers::relu::forward::interface1::Batch::getLayerResult
layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
Definition: relu_layer_forward.h:184
daal::algorithms::neural_networks::layers::relu::forward::interface1::Batch::getLayerParameter
virtual Parameter * getLayerParameter() DAAL_C11_OVERRIDE
Definition: relu_layer_forward.h:178
daal::algorithms::neural_networks::layers::relu::forward::interface1::Batch::getLayerInput
virtual Input * getLayerInput() DAAL_C11_OVERRIDE
Definition: relu_layer_forward.h:172
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:127
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:89
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::relu::forward::interface1::Batch::Batch
Batch(Parameter ¶meter)
Definition: relu_layer_forward.h:145
daal::algorithms::neural_networks::layers::relu::forward::interface1::Batch::parameter
Parameter & parameter
Definition: relu_layer_forward.h:131
daal::algorithms::neural_networks::layers::relu::forward::interface1::Batch::input
Input input
Definition: relu_layer_forward.h:132
daal::services::ErrorNullResult
Definition: error_indexes.h:122