24 #ifndef __NEURAL_NENTWORK_LOSS_SOFTMAX_CROSS_LAYER_FORWARD_TYPES_H__
25 #define __NEURAL_NENTWORK_LOSS_SOFTMAX_CROSS_LAYER_FORWARD_TYPES_H__
27 #include "algorithms/algorithm.h"
28 #include "data_management/data/tensor.h"
29 #include "data_management/data/homogen_tensor.h"
30 #include "services/daal_defines.h"
31 #include "algorithms/neural_networks/layers/layer_forward_types.h"
32 #include "algorithms/neural_networks/layers/loss/loss_layer_forward_types.h"
33 #include "algorithms/neural_networks/layers/loss/softmax_cross_layer_types.h"
39 namespace neural_networks
45 namespace softmax_cross
68 class DAAL_EXPORT Input :
public loss::forward::Input
71 typedef loss::forward::Input super;
82 Input(
const Input& other);
87 using loss::forward::Input::get;
92 using loss::forward::Input::set;
99 DAAL_DEPRECATED_VIRTUAL
virtual const services::Collection<size_t> getWeightsSizes(
const layers::Parameter *parameter)
const DAAL_C11_OVERRIDE;
106 DAAL_DEPRECATED_VIRTUAL
virtual const services::Collection<size_t> getBiasesSizes(
const layers::Parameter *parameter)
const DAAL_C11_OVERRIDE;
116 DAAL_DEPRECATED services::Status check(
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
130 class DAAL_EXPORT Result :
public loss::forward::Result
133 DECLARE_SERIALIZABLE_CAST(Result);
142 virtual ~Result() {};
147 using loss::forward::Result::get;
152 using loss::forward::Result::set;
160 DAAL_DEPRECATED data_management::TensorPtr
get(LayerDataId id)
const;
168 DAAL_DEPRECATED
void set(LayerDataId
id,
const data_management::TensorPtr &value);
179 DAAL_DEPRECATED services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
190 template <
typename algorithmFPType>
191 DAAL_EXPORT services::Status allocate(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *parameter,
const int method);
198 DAAL_DEPRECATED_VIRTUAL
virtual const services::Collection<size_t> getValueSize(
const services::Collection<size_t> &inputSize,
199 const daal::algorithms::Parameter *par,
const int method)
const DAAL_C11_OVERRIDE;
208 DAAL_DEPRECATED_VIRTUAL
virtual services::Status setResultForBackward(
const daal::algorithms::Input *input) DAAL_C11_OVERRIDE;
215 template<
typename Archive,
bool onDeserialize>
216 services::Status serialImpl(Archive *arch)
218 return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
221 typedef services::SharedPtr<Result> ResultPtr;
224 using interface1::Input;
225 using interface1::Result;
226 using interface1::ResultPtr;
daal::algorithms::neural_networks::layers::loss::softmax_cross::forward::interface1::Input
Input objects for the forward softmax cross-entropy layer
Definition: softmax_cross_layer_forward_types.h:68
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:130
daal::algorithms::neural_networks::layers::loss::softmax_cross::LayerDataId
LayerDataId
Identifiers of input objects for the backward softmax cross-entropy layer and results for the forward...
Definition: softmax_cross_layer_types.h:64
daal::algorithms::math::abs::value
Definition: abs_types.h:88