24 #ifndef __TRANSPOSED_CONV2D_LAYER_FORWARD_TYPES_H__
25 #define __TRANSPOSED_CONV2D_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/transposed_conv2d/transposed_conv2d_layer_types.h"
38 namespace neural_networks
42 namespace transposed_conv2d
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;
103 template <
typename algorithmFPType>
104 DAAL_EXPORT services::Status allocate(
const daal::algorithms::Parameter *parameter,
const int method);
110 virtual const services::Collection<size_t> getWeightsSizes(
const layers::Parameter *parameter)
const DAAL_C11_OVERRIDE;
116 virtual const services::Collection<size_t> getBiasesSizes(
const layers::Parameter *parameter)
const DAAL_C11_OVERRIDE;
125 services::Status check(
const daal::algorithms::Parameter *parameter,
int method)
const DAAL_C11_OVERRIDE;
134 class DAAL_EXPORT Result :
public layers::forward::Result
137 DECLARE_SERIALIZABLE_CAST(Result);
152 using layers::forward::Result::get;
157 using layers::forward::Result::set;
163 virtual const services::Collection<size_t> getValueSize(
const services::Collection<size_t> &inputSize,
164 const daal::algorithms::Parameter *parameter,
const int method)
const DAAL_C11_OVERRIDE;
173 template <
typename algorithmFPType>
174 DAAL_EXPORT services::Status allocate(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *parameter,
const int method);
182 virtual services::Status setResultForBackward(
const daal::algorithms::Input *input) DAAL_C11_OVERRIDE;
189 data_management::TensorPtr
get(LayerDataId id)
const;
196 void set(LayerDataId
id,
const data_management::TensorPtr &value);
206 services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
209 services::Status checkValueDimensions(
const services::Collection<size_t> &inputSize,
const services::Collection<size_t> &valDims,
const daal::algorithms::Parameter *par,
int method)
const;
211 template<
typename Archive,
bool onDeserialize>
212 services::Status serialImpl(Archive *arch)
214 return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
217 typedef services::SharedPtr<Result> ResultPtr;
220 using interface1::Input;
221 using interface1::Result;
222 using interface1::ResultPtr;
daal::algorithms::neural_networks::layers::transposed_conv2d::forward::interface1::Input
Input objects for the forward 2D transposed convolution layer
Definition: transposed_conv2d_layer_forward_types.h:66
daal::algorithms::neural_networks::layers::transposed_conv2d::LayerDataId
LayerDataId
Definition: transposed_conv2d_layer_types.h:62
daal::algorithms::neural_networks::layers::transposed_conv2d::forward::interface1::Result
Results obtained with the compute() method of the forward 2D transposed convolution layer in the batc...
Definition: transposed_conv2d_layer_forward_types.h:134
daal::algorithms::math::abs::value
Definition: abs_types.h:88