49 #ifndef __SOFTMAX_LAYER_FORWARD_H__
50 #define __SOFTMAX_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/softmax/softmax_layer_types.h"
57 #include "algorithms/neural_networks/layers/softmax/softmax_layer_forward_types.h"
63 namespace neural_networks
82 template<
typename algorithmFPType, Method method, CpuType cpu>
83 class DAAL_EXPORT BatchContainer :
public layers::forward::LayerContainerIfaceImpl
91 BatchContainer(daal::services::Environment::env *daalEnv);
99 services::Status compute() DAAL_C11_OVERRIDE;
118 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
119 class Batch :
public layers::forward::LayerIfaceImpl
122 typedef layers::forward::LayerIfaceImpl super;
123 Parameter ¶meter;
127 Batch() : parameter(_defaultParameter)
137 Batch(Parameter& parameter) : parameter(parameter), _defaultParameter(parameter)
148 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
149 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
158 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
164 virtual Input *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
170 virtual Parameter *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
176 layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
185 ResultPtr getResult()
196 services::Status setResult(
const ResultPtr& result)
198 DAAL_CHECK(result, services::ErrorNullResult)
200 _res = _result.get();
201 return services::Status();
210 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
212 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
220 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
222 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
223 this->_res = this->_result.get();
228 virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
230 return new Batch<algorithmFPType, method>(*this);
235 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_LAYER_CONTAINER(BatchContainer, algorithmFPType, method)(&_env);
238 _result.reset(
new Result());
243 Parameter _defaultParameter;
247 using interface1::BatchContainer;
248 using interface1::Batch;
daal::algorithms::neural_networks::layers::softmax::forward::interface1::Batch::Batch
Batch()
Definition: softmax_layer_forward.h:127
daal
Definition: algorithm_base_common.h:57
daal::algorithms::neural_networks::layers::softmax::forward::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: softmax_layer_forward.h:158
daal::algorithms::neural_networks::layers::softmax::forward::interface1::Batch::allocateResult
virtual services::Status allocateResult() DAAL_C11_OVERRIDE
Definition: softmax_layer_forward.h:220
daal::algorithms::neural_networks::layers::softmax::forward::interface1::Batch::getResult
ResultPtr getResult()
Definition: softmax_layer_forward.h:185
daal::algorithms::neural_networks::layers::softmax::forward::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: softmax_layer_forward.h:196
daal::algorithms::neural_networks::layers::softmax::forward::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: softmax_layer_forward.h:210
daal::algorithms::neural_networks::layers::softmax::forward::interface1::Batch
Computes the results of the forward softmax layer in the batch processing mode.
Definition: softmax_layer_forward.h:119
daal::algorithms::neural_networks::layers::softmax::forward::interface1::Batch::Batch
Batch(Parameter ¶meter)
Definition: softmax_layer_forward.h:137
daal::algorithms::neural_networks::layers::softmax::forward::interface1::Batch::input
Input input
Definition: softmax_layer_forward.h:124
daal::algorithms::neural_networks::layers::softmax::forward::interface1::Batch::getLayerParameter
virtual Parameter * getLayerParameter() DAAL_C11_OVERRIDE
Definition: softmax_layer_forward.h:170
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::softmax::forward::interface1::Batch::getLayerInput
virtual Input * getLayerInput() DAAL_C11_OVERRIDE
Definition: softmax_layer_forward.h:164
daal::algorithms::neural_networks::layers::softmax::forward::interface1::Batch::getLayerResult
layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
Definition: softmax_layer_forward.h:176
daal::algorithms::neural_networks::layers::softmax::forward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: softmax_layer_forward.h:148
daal::algorithms::neural_networks::layers::softmax::forward::interface1::Batch::parameter
Parameter & parameter
Definition: softmax_layer_forward.h:123
daal::algorithms::neural_networks::layers::softmax::forward::interface1::BatchContainer
Class containing methods for the forward softmax layer using algorithmFPType precision arithmetic...
Definition: softmax_layer_forward.h:83
daal::services::ErrorNullResult
Definition: error_indexes.h:122