23 #ifndef __SOFTMAX_LAYER_BACKWARD_H__
24 #define __SOFTMAX_LAYER_BACKWARD_H__
26 #include "algorithms/algorithm.h"
27 #include "data_management/data/tensor.h"
28 #include "services/daal_defines.h"
29 #include "algorithms/neural_networks/layers/layer.h"
30 #include "algorithms/neural_networks/layers/softmax/softmax_layer_types.h"
31 #include "algorithms/neural_networks/layers/softmax/softmax_layer_backward_types.h"
37 namespace neural_networks
56 template<
typename algorithmFPType, Method method, CpuType cpu>
57 class DAAL_EXPORT BatchContainer :
public daal::algorithms::AnalysisContainerIface<batch>
65 BatchContainer(daal::services::Environment::env *daalEnv);
73 services::Status compute() DAAL_C11_OVERRIDE;
93 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
94 class Batch :
public layers::backward::LayerIfaceImpl
97 typedef layers::backward::LayerIfaceImpl super;
99 typedef algorithms::neural_networks::layers::softmax::backward::Input InputType;
100 typedef algorithms::neural_networks::layers::softmax::Parameter ParameterType;
101 typedef algorithms::neural_networks::layers::softmax::backward::Result ResultType;
103 ParameterType ¶meter;
107 Batch() : parameter(_defaultParameter)
117 Batch(ParameterType& parameter) : parameter(parameter), _defaultParameter(parameter)
128 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
129 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
138 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
144 virtual InputType *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
150 virtual ParameterType *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
156 layers::backward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
165 ResultPtr getResult()
176 services::Status setResult(
const ResultPtr& result)
178 DAAL_CHECK(result, services::ErrorNullResult)
180 _res = _result.get();
181 return services::Status();
190 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
192 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
200 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
202 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
203 this->_res = this->_result.get();
208 virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
210 return new Batch<algorithmFPType, method>(*this);
215 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
218 _result.reset(
new ResultType());
223 ParameterType _defaultParameter;
227 using interface1::BatchContainer;
228 using interface1::Batch;
daal::algorithms::neural_networks::layers::softmax::backward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: softmax_layer_backward.h:128
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:57
daal::algorithms::neural_networks::layers::softmax::backward::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: softmax_layer_backward.h:138
daal
Definition: algorithm_base_common.h:31
daal::algorithms::AnalysisContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the analy...
Definition: analysis.h:53
daal::algorithms::neural_networks::layers::softmax::backward::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: softmax_layer_backward.h:190
daal::algorithms::neural_networks::layers::softmax::backward::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: softmax_layer_backward.h:176
daal::algorithms::neural_networks::layers::softmax::backward::interface1::Batch::getLayerResult
layers::backward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
Definition: softmax_layer_backward.h:156
daal::algorithms::neural_networks::layers::softmax::backward::interface1::Batch::Batch
Batch(ParameterType ¶meter)
Definition: softmax_layer_backward.h:117
daal::algorithms::neural_networks::layers::softmax::backward::interface1::Batch::getLayerParameter
virtual ParameterType * getLayerParameter() DAAL_C11_OVERRIDE
Definition: softmax_layer_backward.h:150
daal::algorithms::neural_networks::layers::softmax::backward::interface1::Batch::allocateResult
virtual services::Status allocateResult() DAAL_C11_OVERRIDE
Definition: softmax_layer_backward.h:200
daal::batch
Definition: daal_defines.h:106
daal::algorithms::neural_networks::layers::softmax::backward::interface1::Batch::getResult
ResultPtr getResult()
Definition: softmax_layer_backward.h:165
daal::algorithms::neural_networks::layers::softmax::backward::interface1::Batch::getLayerInput
virtual InputType * getLayerInput() DAAL_C11_OVERRIDE
Definition: softmax_layer_backward.h:144
daal::algorithms::neural_networks::layers::softmax::backward::interface1::Batch::parameter
ParameterType & parameter
Definition: softmax_layer_backward.h:103
daal::algorithms::neural_networks::layers::softmax::backward::interface1::Batch::Batch
Batch()
Definition: softmax_layer_backward.h:107
daal::algorithms::Analysis
Provides methods for execution of operations over data, such as computation of Summary Statistics est...
Definition: analysis.h:68
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:94
daal::services::ErrorNullResult
Definition: error_indexes.h:96
daal::algorithms::neural_networks::layers::softmax::backward::interface1::Batch::input
InputType input
Definition: softmax_layer_backward.h:104