24 #ifndef __CONVOLUTION2D_LAYER_FORWARD_TYPES_H__
25 #define __CONVOLUTION2D_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/convolution2d/convolution2d_layer_types.h"
38 namespace neural_networks
42 namespace convolution2d
66 class DAAL_EXPORT Input :
public layers::forward::Input
69 typedef layers::forward::Input super;
80 Input(
const Input& other);
90 using layers::forward::Input::set;
94 using layers::forward::Input::get;
104 template <
typename algorithmFPType>
105 DAAL_EXPORT services::Status allocate(
const daal::algorithms::Parameter *parameter,
const int method);
112 DAAL_DEPRECATED_VIRTUAL
virtual const services::Collection<size_t> getWeightsSizes(
const layers::Parameter *parameter)
const DAAL_C11_OVERRIDE;
119 DAAL_DEPRECATED_VIRTUAL
virtual const services::Collection<size_t> getBiasesSizes(
const layers::Parameter *parameter)
const DAAL_C11_OVERRIDE;
129 DAAL_DEPRECATED services::Status check(
const daal::algorithms::Parameter *parameter,
int method)
const DAAL_C11_OVERRIDE;
138 class DAAL_EXPORT Result :
public layers::forward::Result
141 DECLARE_SERIALIZABLE_CAST(Result);
156 using layers::forward::Result::get;
161 using layers::forward::Result::set;
168 DAAL_DEPRECATED_VIRTUAL
virtual const services::Collection<size_t> getValueSize(
const services::Collection<size_t> &inputSize,
169 const daal::algorithms::Parameter *parameter,
const int method)
const DAAL_C11_OVERRIDE;
179 template <
typename algorithmFPType>
180 DAAL_EXPORT services::Status allocate(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *parameter,
const int method);
189 DAAL_DEPRECATED_VIRTUAL
virtual services::Status setResultForBackward(
const daal::algorithms::Input *input) DAAL_C11_OVERRIDE;
197 DAAL_DEPRECATED data_management::TensorPtr
get(LayerDataId id)
const;
205 DAAL_DEPRECATED
void set(LayerDataId
id,
const data_management::TensorPtr &value);
216 DAAL_DEPRECATED services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
223 template<
typename Archive,
bool onDeserialize>
224 services::Status serialImpl(Archive *arch)
226 return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
229 typedef services::SharedPtr<Result> ResultPtr;
232 using interface1::Input;
233 using interface1::Result;
234 using interface1::ResultPtr;
daal::algorithms::neural_networks::layers::convolution2d::forward::interface1::Result
Results obtained with the compute() method of the forward 2D convolution layer in the batch processin...
Definition: convolution2d_layer_forward_types.h:138
daal::algorithms::neural_networks::layers::convolution2d::LayerDataId
LayerDataId
Definition: convolution2d_layer_types.h:62
daal::algorithms::math::abs::value
Definition: abs_types.h:88
daal::algorithms::neural_networks::layers::convolution2d::forward::interface1::Input
Input objects for the forward 2D convolution layer
Definition: convolution2d_layer_forward_types.h:66