49 #ifndef __FULLYCONNECTED_LAYER_FORWARD_H__ 50 #define __FULLYCONNECTED_LAYER_FORWARD_H__ 52 #include "algorithms/algorithm.h" 53 #include "data_management/data/tensor.h" 54 #include "services/daal_defines.h" 55 #include "algorithms/neural_networks/layers/layer.h" 56 #include "algorithms/neural_networks/layers/fullyconnected/fullyconnected_layer_types.h" 57 #include "algorithms/neural_networks/layers/fullyconnected/fullyconnected_layer_forward_types.h" 63 namespace neural_networks
67 namespace fullyconnected
88 template<
typename algorithmFPType, Method method, CpuType cpu>
89 class DAAL_EXPORT BatchContainer :
public layers::forward::LayerContainerIfaceImpl
97 BatchContainer(daal::services::Environment::env *daalEnv);
105 services::Status compute() DAAL_C11_OVERRIDE;
106 services::Status setupCompute() DAAL_C11_OVERRIDE;
107 virtual services::Status allocateInput() DAAL_C11_OVERRIDE
109 Input *input =
static_cast<Input *
>(_in);
110 return input->allocate<algorithmFPType>(_par, (int) method);
129 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
130 class Batch :
public layers::forward::LayerIfaceImpl
133 typedef layers::forward::LayerIfaceImpl super;
135 typedef algorithms::neural_networks::layers::fullyconnected::forward::Input InputType;
136 typedef algorithms::neural_networks::layers::fullyconnected::Parameter ParameterType;
137 typedef algorithms::neural_networks::layers::fullyconnected::forward::Result ResultType;
139 ParameterType ¶meter;
146 Batch(
const size_t nOutputs) : _defaultParameter(nOutputs), parameter(_defaultParameter)
156 Batch(ParameterType& parameter) : parameter(parameter), _defaultParameter(parameter)
166 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
167 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
176 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
182 virtual InputType *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
188 virtual ParameterType *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
194 layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
203 ResultPtr getResult()
214 services::Status setResult(
const ResultPtr& result)
216 DAAL_CHECK(result, services::ErrorNullResult)
218 _res = _result.get();
219 return services::Status();
227 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const 229 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
237 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
239 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
240 this->_res = this->_result.get();
245 virtual Batch<algorithmFPType, method> *cloneImpl()
const DAAL_C11_OVERRIDE
247 return new Batch<algorithmFPType, method>(*this);
252 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_LAYER_CONTAINER(BatchContainer, algorithmFPType, method)(&_env);
255 _result.reset(
new ResultType());
260 ParameterType _defaultParameter;
264 using interface1::BatchContainer;
265 using interface1::Batch;
daal::algorithms::neural_networks::layers::fullyconnected::interface1::Parameter
Fully-connected layer parameters.
Definition: fullyconnected_layer_types.h:99
daal::algorithms::neural_networks::layers::fullyconnected::forward::interface1::Batch::input
InputType input
Definition: fullyconnected_layer_forward.h:140
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::layers::fullyconnected::forward::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: fullyconnected_layer_forward.h:227
daal::algorithms::neural_networks::layers::fullyconnected::forward::interface1::Batch::allocateResult
virtual services::Status allocateResult() DAAL_C11_OVERRIDE
Definition: fullyconnected_layer_forward.h:237
daal::algorithms::neural_networks::layers::fullyconnected::forward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: fullyconnected_layer_forward.h:166
daal::algorithms::neural_networks::layers::fullyconnected::forward::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: fullyconnected_layer_forward.h:176
daal::algorithms::neural_networks::layers::fullyconnected::forward::interface1::Batch
Provides methods for forward fully-connected layer computations in the batch processing mode ...
Definition: fullyconnected_layer_forward.h:130
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::layers::fullyconnected::forward::interface1::Batch::Batch
Batch(ParameterType ¶meter)
Definition: fullyconnected_layer_forward.h:156
daal::algorithms::neural_networks::layers::fullyconnected::forward::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: fullyconnected_layer_forward.h:214
daal::services::interface1::SharedPtr::get
T * get() const
Definition: daal_shared_ptr.h:332
daal::algorithms::neural_networks::layers::fullyconnected::forward::interface1::Batch::Batch
Batch(const size_t nOutputs)
Definition: fullyconnected_layer_forward.h:146
daal::algorithms::neural_networks::layers::fullyconnected::forward::interface1::BatchContainer
Provides methods to run implementations of the forward fully-connected layer. This class is associate...
Definition: fullyconnected_layer_forward.h:89
daal::algorithms::neural_networks::layers::fullyconnected::forward::interface1::Batch::getLayerParameter
virtual ParameterType * getLayerParameter() DAAL_C11_OVERRIDE
Definition: fullyconnected_layer_forward.h:188
daal::algorithms::neural_networks::layers::fullyconnected::forward::interface1::Batch::getResult
ResultPtr getResult()
Definition: fullyconnected_layer_forward.h:203
daal::algorithms::neural_networks::layers::fullyconnected::forward::interface1::BatchContainer::allocateInput
virtual services::Status allocateInput() DAAL_C11_OVERRIDE
Definition: fullyconnected_layer_forward.h:107
daal::algorithms::Analysis
Provides methods for execution of operations over data, such as computation of Summary Statistics est...
Definition: analysis.h:94
daal::algorithms::neural_networks::layers::fullyconnected::forward::interface1::Batch::getLayerInput
virtual InputType * getLayerInput() DAAL_C11_OVERRIDE
Definition: fullyconnected_layer_forward.h:182
daal::algorithms::neural_networks::layers::forward::interface1::LayerContainerIfaceImpl
Provides methods of base container for forward layers. This class is associated with the daal::algori...
Definition: layer_forward_container_base.h:86
daal::algorithms::neural_networks::layers::fullyconnected::forward::interface1::Batch::parameter
ParameterType & parameter
Definition: fullyconnected_layer_forward.h:139
daal::algorithms::neural_networks::layers::fullyconnected::forward::interface1::Result
Results obtained with the compute() method of the forward fully-connected layer in the batch processi...
Definition: fullyconnected_layer_forward_types.h:149
daal::algorithms::neural_networks::layers::forward::interface1::LayerIfaceImpl
Implements the abstract interface LayerIface. LayerIfaceImpl is, in turn, the base class for the clas...
Definition: layer_forward.h:169
daal::services::ErrorNullResult
Definition: error_indexes.h:122