48 #ifndef __RELU_LAYER_FORWARD_TYPES_H__
49 #define __RELU_LAYER_FORWARD_TYPES_H__
51 #include "algorithms/algorithm.h"
52 #include "data_management/data/tensor.h"
53 #include "data_management/data/homogen_tensor.h"
54 #include "services/daal_defines.h"
55 #include "algorithms/neural_networks/layers/layer_forward_types.h"
56 #include "algorithms/neural_networks/layers/relu/relu_layer_types.h"
62 namespace neural_networks
91 class DAAL_EXPORT Input :
public layers::forward::Input
94 typedef layers::forward::Input super;
99 Input(
const Input& other);
104 using layers::forward::Input::get;
109 using layers::forward::Input::set;
115 virtual const services::Collection<size_t> getWeightsSizes(
const layers::Parameter *parameter)
const DAAL_C11_OVERRIDE;
121 virtual const services::Collection<size_t> getBiasesSizes(
const layers::Parameter *parameter)
const DAAL_C11_OVERRIDE;
130 class DAAL_EXPORT Result :
public layers::forward::Result
133 DECLARE_SERIALIZABLE_CAST(Result);
136 virtual ~Result() {};
141 using layers::forward::Result::get;
146 using layers::forward::Result::set;
153 data_management::TensorPtr
get(LayerDataId id)
const;
160 void set(LayerDataId
id,
const data_management::TensorPtr &value);
170 services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
180 template <
typename algorithmFPType>
181 DAAL_EXPORT services::Status allocate(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *parameter,
const int method);
189 virtual services::Status setResultForBackward(
const daal::algorithms::Input *input) DAAL_C11_OVERRIDE;
195 virtual const services::Collection<size_t> getValueSize(
const services::Collection<size_t> &inputSize,
196 const daal::algorithms::Parameter *par,
const int method)
const DAAL_C11_OVERRIDE;
200 template<
typename Archive,
bool onDeserialize>
201 services::Status serialImpl(Archive *arch)
203 return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
206 typedef services::SharedPtr<Result> ResultPtr;
209 using interface1::Input;
210 using interface1::Result;
211 using interface1::ResultPtr;
daal
Definition: algorithm_base_common.h:57
daal::algorithms::neural_networks::layers::relu::forward::interface1::Result
Provides methods to access the result obtained with the compute() method of the forward relu layer...
Definition: relu_layer_forward_types.h:130
daal::algorithms::neural_networks::layers::relu::LayerDataId
LayerDataId
Identifiers of input objects for the backward relu layer and results for the forward relu layer...
Definition: relu_layer_types.h:90
daal::algorithms::math::abs::value
Definition: abs_types.h:112