22 #ifndef __TRANSPOSED_CONV2D_LAYER_FORWARD_TYPES_H__
23 #define __TRANSPOSED_CONV2D_LAYER_FORWARD_TYPES_H__
25 #include "algorithms/algorithm.h"
26 #include "data_management/data/tensor.h"
27 #include "data_management/data/homogen_tensor.h"
28 #include "services/daal_defines.h"
29 #include "algorithms/neural_networks/layers/layer_forward_types.h"
30 #include "algorithms/neural_networks/layers/transposed_conv2d/transposed_conv2d_layer_types.h"
36 namespace neural_networks
40 namespace transposed_conv2d
63 class DAAL_EXPORT Input :
public layers::forward::Input
66 typedef layers::forward::Input super;
73 Input(
const Input& other);
80 using layers::forward::Input::set;
84 using layers::forward::Input::get;
93 template <
typename algorithmFPType>
94 DAAL_EXPORT services::Status allocate(
const daal::algorithms::Parameter *parameter,
const int method);
100 virtual const services::Collection<size_t> getWeightsSizes(
const layers::Parameter *parameter)
const DAAL_C11_OVERRIDE;
106 virtual const services::Collection<size_t> getBiasesSizes(
const layers::Parameter *parameter)
const DAAL_C11_OVERRIDE;
115 services::Status check(
const daal::algorithms::Parameter *parameter,
int method)
const DAAL_C11_OVERRIDE;
123 class DAAL_EXPORT Result :
public layers::forward::Result
126 DECLARE_SERIALIZABLE_CAST(Result);
137 using layers::forward::Result::get;
142 using layers::forward::Result::set;
148 virtual const services::Collection<size_t> getValueSize(
const services::Collection<size_t> &inputSize,
149 const daal::algorithms::Parameter *parameter,
const int method)
const DAAL_C11_OVERRIDE;
158 template <
typename algorithmFPType>
159 DAAL_EXPORT services::Status allocate(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *parameter,
const int method);
167 virtual services::Status setResultForBackward(
const daal::algorithms::Input *input) DAAL_C11_OVERRIDE;
174 data_management::TensorPtr
get(LayerDataId id)
const;
181 void set(LayerDataId
id,
const data_management::TensorPtr &value);
191 services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
194 services::Status checkValueDimensions(
const services::Collection<size_t> &inputSize,
const services::Collection<size_t> &valDims,
const daal::algorithms::Parameter *par,
int method)
const;
196 template<
typename Archive,
bool onDeserialize>
197 services::Status serialImpl(Archive *arch)
199 return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
202 typedef services::SharedPtr<Result> ResultPtr;
205 using interface1::Input;
206 using interface1::Result;
207 using interface1::ResultPtr;
daal
Definition: algorithm_base_common.h:31
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:123
daal::algorithms::neural_networks::layers::transposed_conv2d::LayerDataId
LayerDataId
Definition: transposed_conv2d_layer_types.h:60
daal::algorithms::math::abs::value
Definition: abs_types.h:86