23 #ifndef __TRANSPOSED_CONV2D_LAYER_BACKWARD_H__
24 #define __TRANSPOSED_CONV2D_LAYER_BACKWARD_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/transposed_conv2d/transposed_conv2d_layer_types.h"
31 #include "algorithms/neural_networks/layers/transposed_conv2d/transposed_conv2d_layer_backward_types.h"
37 namespace neural_networks
41 namespace transposed_conv2d
62 template<
typename algorithmFPType, Method method, CpuType cpu>
63 class DAAL_EXPORT BatchContainer :
public AnalysisContainerIface<batch>
71 BatchContainer(daal::services::Environment::env *daalEnv);
79 services::Status compute() DAAL_C11_OVERRIDE;
80 services::Status setupCompute() DAAL_C11_OVERRIDE;
81 services::Status resetCompute() DAAL_C11_OVERRIDE;
101 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
102 class Batch :
public layers::backward::LayerIfaceImpl
105 typedef layers::backward::LayerIfaceImpl super;
107 typedef algorithms::neural_networks::layers::transposed_conv2d::backward::Input InputType;
108 typedef algorithms::neural_networks::layers::transposed_conv2d::Parameter ParameterType;
109 typedef algorithms::neural_networks::layers::transposed_conv2d::backward::Result ResultType;
111 ParameterType ¶meter;
115 Batch() : parameter(_defaultParameter)
125 Batch(ParameterType& parameter) : parameter(parameter), _defaultParameter(parameter)
135 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
136 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
145 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
151 virtual InputType *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
157 virtual ParameterType *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
163 layers::backward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
172 ResultPtr getResult()
183 services::Status setResult(
const ResultPtr& result)
185 DAAL_CHECK(result, services::ErrorNullResult)
187 _res = _result.get();
188 return services::Status();
196 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
198 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
201 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
203 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
204 this->_res = this->_result.get();
209 virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
211 return new Batch<algorithmFPType, method>(*this);
216 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
219 _result.reset(
new ResultType());
224 ParameterType _defaultParameter;
228 using interface1::BatchContainer;
229 using interface1::Batch;
daal::algorithms::neural_networks::layers::transposed_conv2d::backward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: transposed_conv2d_layer_backward.h:135
daal
Definition: algorithm_base_common.h:31
daal::algorithms::AnalysisContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the analy...
Definition: analysis.h:53
daal::algorithms::neural_networks::layers::transposed_conv2d::backward::interface1::Batch::getLayerResult
layers::backward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
Definition: transposed_conv2d_layer_backward.h:163
daal::algorithms::neural_networks::layers::transposed_conv2d::backward::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: transposed_conv2d_layer_backward.h:196
daal::algorithms::neural_networks::layers::transposed_conv2d::backward::interface1::Batch::Batch
Batch(ParameterType ¶meter)
Definition: transposed_conv2d_layer_backward.h:125
daal::algorithms::neural_networks::layers::transposed_conv2d::backward::interface1::Batch::parameter
ParameterType & parameter
Definition: transposed_conv2d_layer_backward.h:111
daal::batch
Definition: daal_defines.h:106
daal::algorithms::neural_networks::layers::transposed_conv2d::backward::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: transposed_conv2d_layer_backward.h:145
daal::algorithms::neural_networks::layers::transposed_conv2d::backward::interface1::Batch
Provides methods for backward 2D transposed convolution layer computations in the batch processing mo...
Definition: transposed_conv2d_layer_backward.h:102
daal::algorithms::neural_networks::layers::transposed_conv2d::backward::interface1::Batch::getLayerInput
virtual InputType * getLayerInput() DAAL_C11_OVERRIDE
Definition: transposed_conv2d_layer_backward.h:151
daal::algorithms::neural_networks::layers::transposed_conv2d::backward::interface1::Batch::getLayerParameter
virtual ParameterType * getLayerParameter() DAAL_C11_OVERRIDE
Definition: transposed_conv2d_layer_backward.h:157
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::transposed_conv2d::backward::interface1::Batch::input
InputType input
Definition: transposed_conv2d_layer_backward.h:112
daal::algorithms::neural_networks::layers::transposed_conv2d::backward::interface1::Batch::getResult
ResultPtr getResult()
Definition: transposed_conv2d_layer_backward.h:172
daal::algorithms::neural_networks::layers::transposed_conv2d::backward::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: transposed_conv2d_layer_backward.h:183
daal::algorithms::neural_networks::layers::transposed_conv2d::backward::interface1::BatchContainer
Provides methods to run implementations of the of the backward 2D transposed convolution layer This c...
Definition: transposed_conv2d_layer_backward.h:63
daal::services::ErrorNullResult
Definition: error_indexes.h:96
daal::algorithms::neural_networks::layers::transposed_conv2d::backward::interface1::Batch::Batch
Batch()
Definition: transposed_conv2d_layer_backward.h:115