24 #ifndef __ELTWISE_SUM_LAYER_BACKWARD_TYPES_H__
25 #define __ELTWISE_SUM_LAYER_BACKWARD_TYPES_H__
27 #include "algorithms/algorithm.h"
28 #include "services/daal_defines.h"
30 #include "data_management/data/tensor.h"
32 #include "algorithms/neural_networks/layers/layer_backward_types.h"
33 #include "algorithms/neural_networks/layers/eltwise_sum/eltwise_sum_layer_types.h"
39 namespace neural_networks
67 class DAAL_EXPORT Input :
public layers::backward::Input
70 typedef layers::backward::Input super;
81 Input(
const Input& other);
91 using layers::backward::Input::get;
96 using layers::backward::Input::set;
104 DAAL_DEPRECATED data_management::TensorPtr
get(LayerDataId id)
const;
112 DAAL_DEPRECATED data_management::NumericTablePtr
get(LayerDataNumericTableId id)
const;
120 DAAL_DEPRECATED
void set(LayerDataId
id,
const data_management::TensorPtr &value);
128 DAAL_DEPRECATED
void set(LayerDataNumericTableId
id,
const data_management::NumericTablePtr &value);
138 DAAL_DEPRECATED services::Status check(
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
146 DAAL_DEPRECATED
size_t getNumberOfCoefficients()
const;
152 DAAL_DEPRECATED
size_t getNumberOfAuxCoefficientsFromTable()
const;
157 DAAL_DEPRECATED services::Status checkInputGradient()
const;
161 DAAL_DEPRECATED services::Status checkAuxCoefficients()
const;
165 DAAL_DEPRECATED services::Status checkAuxNumberOfCoefficients()
const;
172 class DAAL_EXPORT Result :
public layers::backward::Result
175 DECLARE_SERIALIZABLE_CAST(Result);
187 using layers::backward::Result::get;
192 using layers::backward::Result::set;
200 data_management::TensorPtr
get(layers::backward::ResultLayerDataId id,
size_t index)
const;
208 void set(layers::backward::ResultLayerDataId
id,
const data_management::TensorPtr &value,
size_t index);
215 virtual data_management::TensorPtr getGradient(
size_t index)
const DAAL_C11_OVERRIDE;
225 template <
typename algorithmFPType>
226 DAAL_EXPORT services::Status allocate(
const daal::algorithms::Input *input,
227 const daal::algorithms::Parameter *parameter,
const int method);
237 services::Status check(
const daal::algorithms::Input *input,
238 const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
244 virtual LayerResultLayout getLayout()
const DAAL_C11_OVERRIDE;
248 template<
typename Archive,
bool onDeserialize>
249 services::Status serialImpl(Archive *arch)
251 return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
255 template<
typename algorithmFPType>
256 services::Status allocateNewOutputTensors(
const data_management::TensorPtr &inputGradient,
size_t nOutputs);
258 LayerDataPtr getResultLayerDataAllocateIfEmpty();
260 void useInputGradientTensorAsOutput(
const data_management::TensorPtr &inputGradient,
size_t nOutputs);
262 services::Status checkResultLayerData(
const Input *input)
const;
263 services::Status checkOutputGradients(
const Input *input)
const;
266 typedef services::SharedPtr<Result> ResultPtr;
269 using interface1::Input;
270 using interface1::Result;
271 using interface1::ResultPtr;
daal::algorithms::neural_networks::layers::eltwise_sum::LayerDataId
LayerDataId
Available identifiers of input tensors for the backward element-wise sum layer and identifiers of res...
Definition: eltwise_sum_layer_types.h:63
daal::algorithms::neural_networks::layers::eltwise_sum::backward::interface1::Input
Input objects for the backward element-wise sum layer
Definition: eltwise_sum_layer_backward_types.h:67
daal::algorithms::neural_networks::layers::eltwise_sum::LayerDataNumericTableId
LayerDataNumericTableId
Available identifiers of input numeric tables for the backward element-wise sum layer and identifiers...
Definition: eltwise_sum_layer_types.h:74
daal::algorithms::neural_networks::layers::eltwise_sum::backward::interface1::Result
Results obtained with the compute() method of the backward element-wise sum layer.
Definition: eltwise_sum_layer_backward_types.h:172
daal::algorithms::neural_networks::layers::backward::ResultLayerDataId
ResultLayerDataId
Definition: layer_backward_types.h:96
daal::algorithms::math::abs::value
Definition: abs_types.h:88
daal::algorithms::neural_networks::layers::LayerResultLayout
LayerResultLayout
Definition: layer_types.h:70