48 #ifndef __SMOOTHRELU_LAYER_FORWARD_H__ 49 #define __SMOOTHRELU_LAYER_FORWARD_H__ 51 #include "algorithms/algorithm.h" 52 #include "data_management/data/tensor.h" 53 #include "services/daal_defines.h" 54 #include "algorithms/neural_networks/layers/layer.h" 55 #include "algorithms/neural_networks/layers/smoothrelu/smoothrelu_layer_types.h" 56 #include "algorithms/neural_networks/layers/smoothrelu/smoothrelu_layer_forward_types.h" 62 namespace neural_networks
87 template<
typename algorithmFPType, Method method, CpuType cpu>
88 class DAAL_EXPORT BatchContainer :
public layers::forward::LayerContainerIfaceImpl
96 BatchContainer(daal::services::Environment::env *daalEnv);
104 services::Status compute() DAAL_C11_OVERRIDE;
125 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
126 class Batch :
public layers::forward::LayerIfaceImpl
129 typedef layers::forward::LayerIfaceImpl super;
131 typedef algorithms::neural_networks::layers::smoothrelu::forward::Input InputType;
132 typedef algorithms::neural_networks::layers::smoothrelu::Parameter ParameterType;
133 typedef algorithms::neural_networks::layers::smoothrelu::forward::Result ResultType;
135 ParameterType ¶meter;
139 Batch() : parameter(_defaultParameter)
149 Batch(ParameterType& parameter) : parameter(parameter), _defaultParameter(parameter)
160 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
161 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
170 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
176 virtual InputType *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
182 virtual ParameterType *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
188 layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
197 ResultPtr getResult()
208 services::Status setResult(
const ResultPtr& result)
210 DAAL_CHECK(result, services::ErrorNullResult)
212 _res = _result.get();
213 return services::Status();
222 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const 224 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
232 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
234 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
235 this->_res = this->_result.get();
240 virtual Batch<algorithmFPType, method> *cloneImpl()
const DAAL_C11_OVERRIDE
242 return new Batch<algorithmFPType, method>(*this);
247 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_LAYER_CONTAINER(BatchContainer, algorithmFPType, method)(&_env);
250 _result.reset(
new ResultType());
255 ParameterType _defaultParameter;
259 using interface1::BatchContainer;
260 using interface1::Batch;
daal::algorithms::neural_networks::layers::smoothrelu::forward::interface1::BatchContainer
Provides methods to run implementations of the forward smooth relu layer This class is associated wit...
Definition: smoothrelu_layer_forward.h:88
daal::algorithms::neural_networks::layers::smoothrelu::forward::interface1::Batch
Provides methods for the forward smooth relu layer in the batch processing mode.
Definition: smoothrelu_layer_forward.h:126
daal::services::interface1::Environment::_envStruct
The environment structure.
Definition: env_detect.h:95
daal::services::interface1::Status
Class that holds the results of API calls. In case of API routine failure it contains the list of err...
Definition: error_handling.h:491
daal
Definition: algorithm_base_common.h:57
daal::algorithms::neural_networks::layers::smoothrelu::forward::interface1::Batch::allocateResult
virtual services::Status allocateResult() DAAL_C11_OVERRIDE
Definition: smoothrelu_layer_forward.h:232
daal::algorithms::neural_networks::layers::smoothrelu::forward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: smoothrelu_layer_forward.h:160
daal::algorithms::neural_networks::layers::smoothrelu::interface1::Parameter
Parameters for the smoothrelu layer.
Definition: smoothrelu_layer_types.h:104
daal::algorithms::neural_networks::layers::forward::interface1::LayerIface
Abstract class which defines interface for the layer.
Definition: layer_forward.h:86
daal::algorithms::neural_networks::layers::smoothrelu::forward::interface1::Batch::getLayerParameter
virtual ParameterType * getLayerParameter() DAAL_C11_OVERRIDE
Definition: smoothrelu_layer_forward.h:182
daal::algorithms::neural_networks::layers::smoothrelu::forward::interface1::Batch::Batch
Batch()
Definition: smoothrelu_layer_forward.h:139
daal::algorithms::neural_networks::layers::smoothrelu::forward::interface1::Batch::parameter
ParameterType & parameter
Definition: smoothrelu_layer_forward.h:135
daal::algorithms::neural_networks::layers::smoothrelu::forward::interface1::Batch::input
InputType input
Definition: smoothrelu_layer_forward.h:136
daal::algorithms::neural_networks::layers::smoothrelu::forward::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: smoothrelu_layer_forward.h:170
daal::algorithms::neural_networks::layers::smoothrelu::forward::interface1::Batch::getResult
ResultPtr getResult()
Definition: smoothrelu_layer_forward.h:197
daal::services::interface1::SharedPtr
Shared pointer that retains shared ownership of an object through a pointer. Several SharedPtr object...
Definition: daal_shared_ptr.h:187
daal::algorithms::neural_networks::layers::forward::interface1::Result
Provides methods to access the result obtained with the compute() method of the layer algorithm...
Definition: layer_forward_types.h:241
daal::algorithms::neural_networks::layers::smoothrelu::forward::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: smoothrelu_layer_forward.h:222
daal::services::interface1::SharedPtr::get
T * get() const
Definition: daal_shared_ptr.h:332
daal::algorithms::neural_networks::layers::smoothrelu::forward::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: smoothrelu_layer_forward.h:208
daal::algorithms::neural_networks::layers::smoothrelu::forward::interface1::Result
Provides methods to access the result obtained with the compute() method of the forward smooth relu l...
Definition: smoothrelu_layer_forward_types.h:128
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::smoothrelu::forward::interface1::Batch::getLayerInput
virtual InputType * getLayerInput() DAAL_C11_OVERRIDE
Definition: smoothrelu_layer_forward.h:176
daal::algorithms::neural_networks::layers::smoothrelu::forward::interface1::Batch::Batch
Batch(ParameterType ¶meter)
Definition: smoothrelu_layer_forward.h:149
daal::algorithms::neural_networks::layers::forward::interface1::LayerContainerIfaceImpl
Provides methods of base container for forward layers. This class is associated with the daal::algori...
Definition: layer_forward_container_base.h:86
daal::algorithms::neural_networks::layers::forward::interface1::LayerIfaceImpl
Implements the abstract interface LayerIface. LayerIfaceImpl is, in turn, the base class for the clas...
Definition: layer_forward.h:169
daal::services::ErrorNullResult
Definition: error_indexes.h:122