25 #ifndef __TRANSPOSED_CONV2D_LAYER_BACKWARD_H__
26 #define __TRANSPOSED_CONV2D_LAYER_BACKWARD_H__
28 #include "algorithms/algorithm.h"
29 #include "data_management/data/tensor.h"
30 #include "services/daal_defines.h"
31 #include "algorithms/neural_networks/layers/layer.h"
32 #include "algorithms/neural_networks/layers/transposed_conv2d/transposed_conv2d_layer_types.h"
33 #include "algorithms/neural_networks/layers/transposed_conv2d/transposed_conv2d_layer_backward_types.h"
39 namespace neural_networks
43 namespace transposed_conv2d
66 template<
typename algorithmFPType, Method method, CpuType cpu>
67 class BatchContainer :
public AnalysisContainerIface<batch>
76 DAAL_DEPRECATED BatchContainer(daal::services::Environment::env *daalEnv);
81 DAAL_DEPRECATED ~BatchContainer();
87 services::Status compute() DAAL_C11_OVERRIDE;
88 services::Status setupCompute() DAAL_C11_OVERRIDE;
89 services::Status resetCompute() DAAL_C11_OVERRIDE;
111 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
112 class Batch :
public layers::backward::LayerIfaceImpl
115 typedef layers::backward::LayerIfaceImpl super;
117 typedef algorithms::neural_networks::layers::transposed_conv2d::backward::Input InputType;
118 typedef algorithms::neural_networks::layers::transposed_conv2d::Parameter ParameterType;
119 typedef algorithms::neural_networks::layers::transposed_conv2d::backward::Result ResultType;
121 ParameterType ¶meter;
128 DAAL_DEPRECATED Batch() : parameter(_defaultParameter)
139 DAAL_DEPRECATED Batch(ParameterType& parameter) : parameter(parameter), _defaultParameter(parameter)
150 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
151 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
160 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
166 virtual InputType *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
172 virtual ParameterType *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
178 layers::backward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
187 ResultPtr getResult()
198 services::Status setResult(
const ResultPtr& result)
200 DAAL_CHECK(result, services::ErrorNullResult)
202 _res = _result.get();
203 return services::Status();
211 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
213 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
216 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
218 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
219 this->_res = this->_result.get();
224 virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
226 return new Batch<algorithmFPType, method>(*this);
231 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
234 _result.reset(
new ResultType());
239 ParameterType _defaultParameter;
243 using interface1::BatchContainer;
244 using interface1::Batch;
daal::algorithms::neural_networks::layers::transposed_conv2d::backward::interface1::Batch::getResult
ResultPtr getResult()
Definition: transposed_conv2d_layer_backward.h:187
daal::algorithms::neural_networks::layers::transposed_conv2d::backward::interface1::BatchContainer::compute
services::Status compute() DAAL_C11_OVERRIDE
daal::batch
Definition: daal_defines.h:112
daal::algorithms::neural_networks::layers::transposed_conv2d::backward::interface1::Batch::getLayerParameter
virtual ParameterType * getLayerParameter() DAAL_C11_OVERRIDE
Definition: transposed_conv2d_layer_backward.h:172
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:67
daal::algorithms::neural_networks::layers::transposed_conv2d::backward::interface1::Batch::input
InputType input
Definition: transposed_conv2d_layer_backward.h:122
daal::algorithms::neural_networks::layers::transposed_conv2d::backward::interface1::BatchContainer::BatchContainer
DAAL_DEPRECATED BatchContainer(daal::services::Environment::env *daalEnv)
daal::algorithms::neural_networks::layers::transposed_conv2d::backward::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: transposed_conv2d_layer_backward.h:198
daal::algorithms::neural_networks::layers::transposed_conv2d::backward::interface1::BatchContainer::~BatchContainer
DAAL_DEPRECATED ~BatchContainer()
daal::algorithms::neural_networks::layers::transposed_conv2d::backward::interface1::Batch::Batch
DAAL_DEPRECATED Batch(ParameterType ¶meter)
Definition: transposed_conv2d_layer_backward.h:139
daal::algorithms::neural_networks::layers::transposed_conv2d::backward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: transposed_conv2d_layer_backward.h:150
daal::services::ErrorNullResult
Definition: error_indexes.h:98
daal::algorithms::AnalysisContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the analy...
Definition: analysis.h:55
daal::algorithms::neural_networks::layers::transposed_conv2d::backward::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: transposed_conv2d_layer_backward.h:211
daal::algorithms::neural_networks::layers::transposed_conv2d::backward::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: transposed_conv2d_layer_backward.h:160
daal::algorithms::Analysis
Provides methods for execution of operations over data, such as computation of Summary Statistics est...
Definition: analysis.h:70
daal::algorithms::neural_networks::layers::transposed_conv2d::backward::interface1::Batch::getLayerInput
virtual InputType * getLayerInput() DAAL_C11_OVERRIDE
Definition: transposed_conv2d_layer_backward.h:166
daal::algorithms::neural_networks::layers::transposed_conv2d::backward::interface1::Batch::parameter
ParameterType & parameter
Definition: transposed_conv2d_layer_backward.h:121
daal::algorithms::neural_networks::layers::transposed_conv2d::backward::interface1::Batch::getLayerResult
layers::backward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
Definition: transposed_conv2d_layer_backward.h:178
daal::algorithms::neural_networks::layers::transposed_conv2d::backward::interface1::Batch::Batch
DAAL_DEPRECATED Batch()
Definition: transposed_conv2d_layer_backward.h:128
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:112