49 #ifndef __CONVOLUTION2D_LAYER_FORWARD_H__
50 #define __CONVOLUTION2D_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/convolution2d/convolution2d_layer_types.h"
57 #include "algorithms/neural_networks/layers/convolution2d/convolution2d_layer_forward_types.h"
63 namespace neural_networks
67 namespace convolution2d
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 services::Status resetCompute() DAAL_C11_OVERRIDE;
109 virtual services::Status allocateInput() DAAL_C11_OVERRIDE
111 Input *input =
static_cast<Input *
>(_in);
112 return input->allocate<algorithmFPType>(_par, (int) method);
133 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
134 class Batch :
public layers::forward::LayerIfaceImpl
137 typedef layers::forward::LayerIfaceImpl super;
138 Parameter ¶meter;
142 Batch() : parameter(_defaultParameter)
152 Batch(Parameter& parameter) : parameter(parameter), _defaultParameter(parameter)
162 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
163 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
172 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
178 virtual Input *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
184 virtual Parameter *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
190 layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
199 ResultPtr getResult()
210 services::Status setResult(
const ResultPtr& result)
212 DAAL_CHECK(result, services::ErrorNullResult)
214 _res = _result.get();
215 return services::Status();
223 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
225 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
228 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
230 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
231 this->_res = this->_result.get();
236 virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
238 return new Batch<algorithmFPType, method>(*this);
243 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_LAYER_CONTAINER(BatchContainer, algorithmFPType, method)(&_env);
246 _result.reset(
new Result());
251 Parameter _defaultParameter;
256 using interface1::BatchContainer;
257 using interface1::Batch;
daal
Definition: algorithm_base_common.h:57
daal::algorithms::neural_networks::layers::convolution2d::forward::interface1::Batch::getResult
ResultPtr getResult()
Definition: convolution2d_layer_forward.h:199
daal::algorithms::neural_networks::layers::convolution2d::forward::interface1::Batch::Batch
Batch(Parameter ¶meter)
Definition: convolution2d_layer_forward.h:152
daal::algorithms::neural_networks::layers::convolution2d::forward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: convolution2d_layer_forward.h:162
daal::algorithms::neural_networks::layers::convolution2d::forward::interface1::Batch::getLayerResult
layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
Definition: convolution2d_layer_forward.h:190
daal::algorithms::neural_networks::layers::convolution2d::forward::interface1::Batch::getLayerParameter
virtual Parameter * getLayerParameter() DAAL_C11_OVERRIDE
Definition: convolution2d_layer_forward.h:184
daal::algorithms::neural_networks::layers::convolution2d::forward::interface1::Batch
Provides methods for forward 2D convolution layer computations in the batch processing mode...
Definition: convolution2d_layer_forward.h:134
daal::algorithms::neural_networks::layers::convolution2d::forward::interface1::Batch::Batch
Batch()
Definition: convolution2d_layer_forward.h:142
daal::algorithms::neural_networks::layers::convolution2d::forward::interface1::BatchContainer
Provides methods to run implementations of the forward 2D convolution layer. This class is associated...
Definition: convolution2d_layer_forward.h:89
daal::algorithms::neural_networks::layers::convolution2d::forward::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: convolution2d_layer_forward.h:172
daal::algorithms::neural_networks::layers::convolution2d::forward::interface1::Batch::input
Input input
Definition: convolution2d_layer_forward.h:139
daal::algorithms::neural_networks::layers::convolution2d::forward::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: convolution2d_layer_forward.h:210
daal::algorithms::neural_networks::layers::convolution2d::forward::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: convolution2d_layer_forward.h:223
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::convolution2d::forward::interface1::Batch::getLayerInput
virtual Input * getLayerInput() DAAL_C11_OVERRIDE
Definition: convolution2d_layer_forward.h:178
daal::algorithms::neural_networks::layers::convolution2d::forward::interface1::Batch::parameter
Parameter & parameter
Definition: convolution2d_layer_forward.h:138
daal::services::ErrorNullResult
Definition: error_indexes.h:122