24 #ifndef __INITIALIZERS__TYPES__H__
25 #define __INITIALIZERS__TYPES__H__
27 #include "algorithms/algorithm.h"
28 #include "data_management/data/tensor.h"
29 #include "services/daal_defines.h"
30 #include "services/collection.h"
31 #include "data_management/data/data_collection.h"
32 #include "algorithms/neural_networks/initializers/initializer_types_defs.h"
33 #include "algorithms/engines/engine.h"
34 #include "algorithms/engines/mt19937/mt19937.h"
40 namespace neural_networks
51 namespace initializers
83 class Parameter:
public daal::algorithms::Parameter
86 Parameter(layers::forward::LayerIfacePtr layerForParameter = layers::forward::LayerIfacePtr()): layer(layerForParameter) {}
87 virtual ~Parameter() {}
89 layers::forward::LayerIfacePtr layer;
90 engines::EnginePtr engine;
97 class DAAL_EXPORT Input :
public daal::algorithms::Input
103 Input() : daal::algorithms::Input(1) {}
105 Input(
const Input& other) : daal::algorithms::Input(other){}
114 data_management::TensorPtr
get(InputId id)
const
116 return data_management::Tensor::cast(Argument::get(
id));
124 void set(InputId
id,
const data_management::TensorPtr &ptr)
126 Argument::set(
id, ptr);
136 services::Status check(
const daal::algorithms::Parameter *par,
int method)
const DAAL_C11_OVERRIDE;
143 class DAAL_EXPORT Result :
public daal::algorithms::Result
147 Result() : daal::algorithms::Result(1) {}
159 template <
typename algorithmFPType>
160 services::Status allocate(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *par,
const int method)
162 const Input *algInput =
static_cast<const Input *
>(input);
164 set(value, algInput->get(data));
165 return services::Status();
173 data_management::TensorPtr
get(ResultId id)
const
175 return data_management::Tensor::cast(Argument::get(
id));
183 void set(ResultId
id,
const data_management::TensorPtr &ptr)
185 Argument::set(
id, ptr);
196 virtual services::Status check(
const daal::algorithms::Input *input,
const daal::algorithms::Parameter *parameter,
197 int method)
const DAAL_C11_OVERRIDE;
201 template<
typename Archive,
bool onDeserialize>
202 services::Status serialImpl(Archive *arch)
204 return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
207 typedef services::SharedPtr<Result> ResultPtr;
209 using interface1::Input;
210 using interface1::Result;
211 using interface1::ResultPtr;
212 using interface1::Parameter;
daal::algorithms::neural_networks::initializers::interface1::Result::Result
Result()
Constructor.
Definition: initializer_types.h:147
daal::algorithms::neural_networks::initializers::data
Definition: initializer_types.h:59
daal::algorithms::interface1::Result
Base class to represent final results of the computation. Algorithm-specific final results are repres...
Definition: algorithm_types.h:309
daal::algorithms::neural_networks::initializers::ResultId
ResultId
Definition: initializer_types.h:67
daal::algorithms::neural_networks::initializers::interface1::Result::allocate
services::Status allocate(const daal::algorithms::Input *input, const daal::algorithms::Parameter *par, const int method)
Definition: initializer_types.h:160
daal::algorithms::interface1::Input
Base class to represent computation input arguments. Algorithm-specific input arguments are represent...
Definition: algorithm_types.h:193
daal::algorithms::neural_networks::initializers::value
Definition: initializer_types.h:69
daal::algorithms::neural_networks::initializers::interface1::Input
Input objects for initializer algorithm
Definition: initializer_types.h:97
daal::algorithms::interface1::Parameter
Base class to represent computation parameters. Algorithm-specific parameters are represented as deri...
Definition: algorithm_types.h:62
daal::algorithms::neural_networks::initializers::InputId
InputId
Definition: initializer_types.h:57
daal::algorithms::neural_networks::initializers::interface1::Parameter::layer
layers::forward::LayerIfacePtr layer
Definition: initializer_types.h:89
daal::algorithms::neural_networks::initializers::interface1::Result
Provides methods to access the result obtained with the compute() method of the neural network weight...
Definition: initializer_types.h:143
daal::algorithms::neural_networks::initializers::interface1::Input::Input
Input()
Definition: initializer_types.h:103
daal::algorithms::neural_networks::initializers::interface1::Input::Input
Input(const Input &other)
Definition: initializer_types.h:105
daal::algorithms::neural_networks::initializers::interface1::Result::set
void set(ResultId id, const data_management::TensorPtr &ptr)
Definition: initializer_types.h:183
daal::algorithms::neural_networks::initializers::interface1::Parameter
Definition: initializer_types.h:83
daal::algorithms::neural_networks::initializers::interface1::Parameter::engine
engines::EnginePtr engine
Definition: initializer_types.h:90
daal::algorithms::neural_networks::initializers::interface1::Input::set
void set(InputId id, const data_management::TensorPtr &ptr)
Definition: initializer_types.h:124
daal::algorithms::neural_networks::initializers::interface1::Input::get
data_management::TensorPtr get(InputId id) const
Definition: initializer_types.h:114