23 #ifndef __FULLYCONNECTED_LAYER_FORWARD_H__
24 #define __FULLYCONNECTED_LAYER_FORWARD_H__
26 #include "algorithms/algorithm.h"
27 #include "data_management/data/tensor.h"
28 #include "services/daal_defines.h"
29 #include "algorithms/neural_networks/layers/layer.h"
30 #include "algorithms/neural_networks/layers/fullyconnected/fullyconnected_layer_types.h"
31 #include "algorithms/neural_networks/layers/fullyconnected/fullyconnected_layer_forward_types.h"
37 namespace neural_networks
41 namespace fullyconnected
62 template<
typename algorithmFPType, Method method, CpuType cpu>
63 class DAAL_EXPORT BatchContainer :
public layers::forward::LayerContainerIfaceImpl
71 BatchContainer(daal::services::Environment::env *daalEnv);
79 services::Status compute() DAAL_C11_OVERRIDE;
80 services::Status setupCompute() DAAL_C11_OVERRIDE;
81 virtual services::Status allocateInput() DAAL_C11_OVERRIDE
83 Input *input =
static_cast<Input *
>(_in);
84 return input->allocate<algorithmFPType>(_par, (int) method);
103 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
104 class Batch :
public layers::forward::LayerIfaceImpl
107 typedef layers::forward::LayerIfaceImpl super;
109 typedef algorithms::neural_networks::layers::fullyconnected::forward::Input InputType;
110 typedef algorithms::neural_networks::layers::fullyconnected::Parameter ParameterType;
111 typedef algorithms::neural_networks::layers::fullyconnected::forward::Result ResultType;
113 ParameterType ¶meter;
120 Batch(
const size_t nOutputs) : _defaultParameter(nOutputs), parameter(_defaultParameter)
130 Batch(ParameterType& parameter) : parameter(parameter), _defaultParameter(parameter)
140 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
141 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
150 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
156 virtual InputType *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
162 virtual ParameterType *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
168 layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
177 ResultPtr getResult()
188 services::Status setResult(
const ResultPtr& result)
190 DAAL_CHECK(result, services::ErrorNullResult)
192 _res = _result.get();
193 return services::Status();
201 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
203 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
211 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
213 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
214 this->_res = this->_result.get();
219 virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
221 return new Batch<algorithmFPType, method>(*this);
226 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_LAYER_CONTAINER(BatchContainer, algorithmFPType, method)(&_env);
229 _result.reset(
new ResultType());
234 ParameterType _defaultParameter;
238 using interface1::BatchContainer;
239 using interface1::Batch;
daal::algorithms::neural_networks::layers::fullyconnected::forward::interface1::Batch::input
InputType input
Definition: fullyconnected_layer_forward.h:114
daal
Definition: algorithm_base_common.h:31
daal::algorithms::neural_networks::layers::fullyconnected::forward::interface1::Batch::allocateResult
virtual services::Status allocateResult() DAAL_C11_OVERRIDE
Definition: fullyconnected_layer_forward.h:211
daal::algorithms::neural_networks::layers::fullyconnected::forward::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: fullyconnected_layer_forward.h:201
daal::algorithms::neural_networks::layers::fullyconnected::forward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: fullyconnected_layer_forward.h:140
daal::algorithms::neural_networks::layers::fullyconnected::forward::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: fullyconnected_layer_forward.h:150
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:104
daal::algorithms::neural_networks::layers::fullyconnected::forward::interface1::Batch::Batch
Batch(ParameterType ¶meter)
Definition: fullyconnected_layer_forward.h:130
daal::algorithms::neural_networks::layers::fullyconnected::forward::interface1::Batch::getLayerResult
layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
Definition: fullyconnected_layer_forward.h:168
daal::algorithms::neural_networks::layers::fullyconnected::forward::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: fullyconnected_layer_forward.h:188
daal::algorithms::neural_networks::layers::fullyconnected::forward::interface1::Batch::Batch
Batch(const size_t nOutputs)
Definition: fullyconnected_layer_forward.h:120
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:63
daal::algorithms::neural_networks::layers::fullyconnected::forward::interface1::Batch::getLayerParameter
virtual ParameterType * getLayerParameter() DAAL_C11_OVERRIDE
Definition: fullyconnected_layer_forward.h:162
daal::algorithms::neural_networks::layers::fullyconnected::forward::interface1::Batch::getResult
ResultPtr getResult()
Definition: fullyconnected_layer_forward.h:177
daal::algorithms::Analysis
Provides methods for execution of operations over data, such as computation of Summary Statistics est...
Definition: analysis.h:68
daal::algorithms::neural_networks::layers::fullyconnected::forward::interface1::Batch::getLayerInput
virtual InputType * getLayerInput() DAAL_C11_OVERRIDE
Definition: fullyconnected_layer_forward.h:156
daal::algorithms::neural_networks::layers::fullyconnected::forward::interface1::Batch::parameter
ParameterType & parameter
Definition: fullyconnected_layer_forward.h:113
daal::services::ErrorNullResult
Definition: error_indexes.h:96