49 #ifndef __SOFTMAX_LAYER_BACKWARD_H__
50 #define __SOFTMAX_LAYER_BACKWARD_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_backward_types.h"
63 namespace neural_networks
82 template<
typename algorithmFPType, Method method, CpuType cpu>
83 class DAAL_EXPORT BatchContainer :
public daal::algorithms::AnalysisContainerIface<batch>
91 BatchContainer(daal::services::Environment::env *daalEnv);
99 services::Status compute() DAAL_C11_OVERRIDE;
119 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
120 class Batch :
public layers::backward::LayerIfaceImpl
123 typedef layers::backward::LayerIfaceImpl super;
124 Parameter ¶meter;
128 Batch() : parameter(_defaultParameter)
138 Batch(Parameter& parameter) : parameter(parameter), _defaultParameter(parameter)
149 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
150 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
159 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
165 virtual Input *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
171 virtual Parameter *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
177 layers::backward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
186 ResultPtr getResult()
197 services::Status setResult(
const ResultPtr& result)
199 DAAL_CHECK(result, services::ErrorNullResult)
201 _res = _result.get();
202 return services::Status();
211 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
213 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
221 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
223 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
224 this->_res = this->_result.get();
229 virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
231 return new Batch<algorithmFPType, method>(*this);
236 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
239 _result.reset(
new Result());
244 Parameter _defaultParameter;
248 using interface1::BatchContainer;
249 using interface1::Batch;
daal::algorithms::neural_networks::layers::softmax::backward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: softmax_layer_backward.h:149
daal::algorithms::neural_networks::layers::softmax::backward::interface1::BatchContainer
Class containing methods for the backward softmax layer using algorithmFPType precision arithmetic...
Definition: softmax_layer_backward.h:83
daal::algorithms::neural_networks::layers::softmax::backward::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: softmax_layer_backward.h:159
daal::algorithms::neural_networks::layers::softmax::backward::interface1::Batch::getLayerParameter
virtual Parameter * getLayerParameter() DAAL_C11_OVERRIDE
Definition: softmax_layer_backward.h:171
daal
Definition: algorithm_base_common.h:57
daal::algorithms::AnalysisContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the analy...
Definition: analysis.h:79
daal::algorithms::neural_networks::layers::softmax::backward::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: softmax_layer_backward.h:211
daal::algorithms::neural_networks::layers::softmax::backward::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: softmax_layer_backward.h:197
daal::algorithms::neural_networks::layers::softmax::backward::interface1::Batch::getLayerResult
layers::backward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
Definition: softmax_layer_backward.h:177
daal::algorithms::neural_networks::layers::softmax::backward::interface1::Batch::input
Input input
Definition: softmax_layer_backward.h:125
daal::algorithms::neural_networks::layers::softmax::backward::interface1::Batch::allocateResult
virtual services::Status allocateResult() DAAL_C11_OVERRIDE
Definition: softmax_layer_backward.h:221
daal::batch
Definition: daal_defines.h:131
daal::algorithms::neural_networks::layers::softmax::backward::interface1::Batch::Batch
Batch(Parameter ¶meter)
Definition: softmax_layer_backward.h:138
daal::algorithms::neural_networks::layers::softmax::backward::interface1::Batch::getResult
ResultPtr getResult()
Definition: softmax_layer_backward.h:186
daal::algorithms::neural_networks::layers::softmax::backward::interface1::Batch::parameter
Parameter & parameter
Definition: softmax_layer_backward.h:124
daal::algorithms::neural_networks::layers::softmax::backward::interface1::Batch::getLayerInput
virtual Input * getLayerInput() DAAL_C11_OVERRIDE
Definition: softmax_layer_backward.h:165
daal::algorithms::neural_networks::layers::softmax::backward::interface1::Batch::Batch
Batch()
Definition: softmax_layer_backward.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::softmax::backward::interface1::Batch
Computes the results of the backward softmax layer in the batch processing mode.
Definition: softmax_layer_backward.h:120
daal::services::ErrorNullResult
Definition: error_indexes.h:122