48 #ifndef __UNIFORM_INITIALIZER_H__ 49 #define __UNIFORM_INITIALIZER_H__ 51 #include "algorithms/algorithm.h" 52 #include "data_management/data/tensor.h" 53 #include "services/daal_defines.h" 54 #include "algorithms/neural_networks/initializers/initializer.h" 55 #include "algorithms/neural_networks/initializers/initializer_types.h" 56 #include "algorithms/neural_networks/initializers/uniform/uniform_initializer_types.h" 62 namespace neural_networks
64 namespace initializers
85 template<
typename algorithmFPType, Method method, CpuType cpu>
86 class DAAL_EXPORT BatchContainer :
public initializers::InitializerContainerIface
94 BatchContainer(daal::services::Environment::env *daalEnv);
102 services::Status compute() DAAL_C11_OVERRIDE;
119 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
120 class DAAL_EXPORT Batch :
public initializers::InitializerIface
123 typedef initializers::InitializerIface super;
125 typedef typename super::InputType InputType;
126 typedef algorithms::neural_networks::initializers::uniform::Parameter ParameterType;
127 typedef typename super::ResultType ResultType;
129 ParameterType parameter;
136 Batch(
double a = -0.5,
double b = 0.5) : parameter(a, b)
146 Batch(
const Batch<algorithmFPType, method> &other): super(other), parameter(other.parameter)
155 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
161 virtual ParameterType * getParameter() DAAL_C11_OVERRIDE {
return ¶meter; }
167 ResultPtr getResult()
178 services::Status setResult(
const ResultPtr& result)
180 DAAL_CHECK(result, services::ErrorNullResult)
182 _res = _result.get();
183 return services::Status();
191 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const 193 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
201 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
204 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
205 this->_res = this->_result.get();
210 virtual Batch<algorithmFPType, method> *cloneImpl()
const DAAL_C11_OVERRIDE
212 return new Batch<algorithmFPType, method>(*this);
217 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
220 _result.reset(
new ResultType());
228 using interface1::BatchContainer;
229 using interface1::Batch;
daal::services::interface1::Environment::_envStruct
The environment structure.
Definition: env_detect.h:95
daal::services::interface1::Status
Class that holds the results of API calls. In case of API routine failure it contains the list of err...
Definition: error_handling.h:491
daal
Definition: algorithm_base_common.h:57
daal::algorithms::neural_networks::initializers::interface1::InitializerContainerIface
Class that specifies interfaces of implementations of the neural network weights and biases initializ...
Definition: initializer.h:74
daal::batch
Definition: daal_defines.h:132
daal::services::interface1::SharedPtr
Shared pointer that retains shared ownership of an object through a pointer. Several SharedPtr object...
Definition: daal_shared_ptr.h:187
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:167
daal::algorithms::neural_networks::initializers::interface1::InitializerIface
Class representing a neural network weights and biases initializer.
Definition: initializer.h:85
daal::algorithms::Analysis
Provides methods for execution of operations over data, such as computation of Summary Statistics est...
Definition: analysis.h:94
daal::services::ErrorNullResult
Definition: error_indexes.h:122
daal::algorithms::neural_networks::initializers::interface1::Parameter
Definition: initializer_types.h:107