24 #ifndef __SOFTMAX_LAYER_FORWARD_TYPES_H__
25 #define __SOFTMAX_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/softmax/softmax_layer_types.h"
38 namespace neural_networks
65 class DAAL_EXPORT Input :
public layers::forward::Input
68 typedef layers::forward::Input super;
79 Input(
const Input& other);
86 using layers::forward::Input::get;
93 using layers::forward::Input::set;
99 virtual const services::Collection<size_t> getWeightsSizes(
const layers::Parameter *parameter)
const DAAL_C11_OVERRIDE;
105 virtual const services::Collection<size_t> getBiasesSizes(
const layers::Parameter *parameter)
const DAAL_C11_OVERRIDE;
119 services::Status check(
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
128 class DAAL_EXPORT Result :
public layers::forward::Result
131 DECLARE_SERIALIZABLE_CAST(Result);
140 virtual ~Result() {};
147 using layers::forward::Result::get;
154 using layers::forward::Result::set;
161 data_management::TensorPtr
get(LayerDataId id)
const;
168 void set(LayerDataId
id,
const data_management::TensorPtr &value);
178 services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
184 virtual const services::Collection<size_t> getValueSize(
const services::Collection<size_t> &inputSize,
185 const daal::algorithms::Parameter *par,
const int method)
const DAAL_C11_OVERRIDE;
195 template <
typename algorithmFPType>
196 DAAL_EXPORT services::Status allocate(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *par,
const int method);
204 virtual services::Status setResultForBackward(
const daal::algorithms::Input *input) DAAL_C11_OVERRIDE;
208 template<
typename Archive,
bool onDeserialize>
209 services::Status serialImpl(Archive *arch)
211 return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
214 typedef services::SharedPtr<Result> ResultPtr;
217 using interface1::Input;
218 using interface1::Result;
219 using interface1::ResultPtr;
daal::algorithms::neural_networks::layers::softmax::LayerDataId
LayerDataId
Available identifiers of input objects for the softmax layer.
Definition: softmax_layer_types.h:66
daal::algorithms::neural_networks::layers::softmax::forward::interface1::Input
Input objects for the forward softmax layer
Definition: softmax_layer_forward_types.h:65
daal::algorithms::neural_networks::layers::softmax::forward::interface1::Result
Provides methods to access the result obtained with the compute() method of the forward softmax layer...
Definition: softmax_layer_forward_types.h:128
daal::algorithms::math::abs::value
Definition: abs_types.h:88