48 #ifndef __LOSS_SOFTMAX_CROSS_LAYER_FORWARD_H__ 49 #define __LOSS_SOFTMAX_CROSS_LAYER_FORWARD_H__ 51 #include "algorithms/algorithm.h" 52 #include "services/daal_defines.h" 53 #include "algorithms/neural_networks/layers/layer.h" 54 #include "algorithms/neural_networks/layers/loss/loss_layer_forward.h" 55 #include "algorithms/neural_networks/layers/loss/softmax_cross_layer_types.h" 56 #include "algorithms/neural_networks/layers/loss/softmax_cross_layer_forward_types.h" 57 #include "algorithms/neural_networks/layers/softmax/softmax_layer_forward.h" 63 namespace neural_networks
69 namespace softmax_cross
90 template<
typename algorithmFPType, Method method, CpuType cpu>
91 class DAAL_EXPORT BatchContainer :
public layers::forward::LayerContainerIfaceImpl
99 BatchContainer(daal::services::Environment::env *daalEnv);
107 services::Status compute() DAAL_C11_OVERRIDE;
128 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
129 class Batch :
public loss::forward::Batch
132 typedef loss::forward::Batch super;
134 typedef algorithms::neural_networks::layers::loss::softmax_cross::forward::Input InputType;
135 typedef algorithms::neural_networks::layers::loss::softmax_cross::Parameter ParameterType;
136 typedef algorithms::neural_networks::layers::loss::softmax_cross::forward::Result ResultType;
138 ParameterType ¶meter;
142 Batch() : parameter(_defaultParameter)
152 Batch(ParameterType& parameter) : parameter(parameter), _defaultParameter(parameter)
163 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
164 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
173 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
179 virtual InputType *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
185 virtual ParameterType *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
191 layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
200 ResultPtr getResult()
211 services::Status setResult(
const ResultPtr& result)
213 DAAL_CHECK(result, services::ErrorNullResult)
215 _res = _result.get();
216 return services::Status();
225 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const 227 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
235 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
237 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
238 this->_res = this->_result.get();
246 virtual layers::forward::LayerIfacePtr getLayerForPrediction() const DAAL_C11_OVERRIDE
248 return layers::forward::LayerIfacePtr(
249 new layers::softmax::forward::Batch<algorithmFPType>());
253 virtual Batch<algorithmFPType, method> *cloneImpl()
const DAAL_C11_OVERRIDE
255 return new Batch<algorithmFPType, method>(*this);
260 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_LAYER_CONTAINER(BatchContainer, algorithmFPType, method)(&_env);
263 _result.reset(
new ResultType());
268 ParameterType _defaultParameter;
272 using interface1::BatchContainer;
273 using interface1::Batch;
daal::algorithms::neural_networks::layers::loss::softmax_cross::forward::interface1::Batch::getResult
ResultPtr getResult()
Definition: softmax_cross_layer_forward.h:200
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::loss::softmax_cross::forward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: softmax_cross_layer_forward.h:163
daal::algorithms::neural_networks::layers::loss::softmax_cross::forward::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: softmax_cross_layer_forward.h:173
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::loss::softmax_cross::forward::interface1::Batch::Batch
Batch()
Definition: softmax_cross_layer_forward.h:142
daal::algorithms::neural_networks::layers::loss::softmax_cross::forward::interface1::Batch::input
InputType input
Definition: softmax_cross_layer_forward.h:139
daal::algorithms::neural_networks::layers::loss::softmax_cross::forward::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: softmax_cross_layer_forward.h:225
daal::algorithms::neural_networks::layers::loss::softmax_cross::forward::interface1::Batch::parameter
ParameterType & parameter
Definition: softmax_cross_layer_forward.h:138
daal::algorithms::neural_networks::layers::loss::softmax_cross::forward::interface1::Result
Provides methods to access the result obtained with the compute() method of the forward softmax cross...
Definition: softmax_cross_layer_forward_types.h:140
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::services::interface1::SharedPtr::get
T * get() const
Definition: daal_shared_ptr.h:332
daal::algorithms::neural_networks::layers::loss::softmax_cross::forward::interface1::Batch::getLayerInput
virtual InputType * getLayerInput() DAAL_C11_OVERRIDE
Definition: softmax_cross_layer_forward.h:179
daal::algorithms::neural_networks::layers::loss::forward::interface1::Batch
Provides methods for the forward loss layer in the batch processing mode.
Definition: loss_layer_forward.h:91
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::loss::softmax_cross::forward::interface1::Batch::getLayerForPrediction
virtual layers::forward::LayerIfacePtr getLayerForPrediction() const DAAL_C11_OVERRIDE
Definition: softmax_cross_layer_forward.h:246
daal::algorithms::neural_networks::layers::loss::softmax_cross::forward::interface1::BatchContainer
Provides methods to run implementations of the of the forward softmax cross-entropy layer This class ...
Definition: softmax_cross_layer_forward.h:91
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::loss::softmax_cross::forward::interface1::Batch::Batch
Batch(ParameterType ¶meter)
Definition: softmax_cross_layer_forward.h:152
daal::algorithms::neural_networks::layers::loss::softmax_cross::forward::interface1::Batch
Provides methods for the forward softmax cross layer in the batch processing mode.
Definition: softmax_cross_layer_forward.h:129
daal::algorithms::neural_networks::layers::loss::softmax_cross::forward::interface1::Batch::allocateResult
virtual services::Status allocateResult() DAAL_C11_OVERRIDE
Definition: softmax_cross_layer_forward.h:235
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::services::ErrorNullResult
Definition: error_indexes.h:122
daal::algorithms::neural_networks::layers::loss::softmax_cross::forward::interface1::Batch::getLayerParameter
virtual ParameterType * getLayerParameter() DAAL_C11_OVERRIDE
Definition: softmax_cross_layer_forward.h:185
daal::algorithms::neural_networks::layers::loss::softmax_cross::forward::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: softmax_cross_layer_forward.h:211
daal::algorithms::neural_networks::layers::loss::softmax_cross::interface1::Parameter
Parameters for the softmax cross-entropy layer.
Definition: softmax_cross_layer_types.h:108