25 #ifndef __TRANSPOSED_CONV2D_LAYER_FORWARD_H__
26 #define __TRANSPOSED_CONV2D_LAYER_FORWARD_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_forward_types.h"
39 namespace neural_networks
43 namespace transposed_conv2d
66 template<
typename algorithmFPType, Method method, CpuType cpu>
67 class BatchContainer :
public layers::forward::LayerContainerIfaceImpl
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;
90 virtual services::Status allocateInput() DAAL_C11_OVERRIDE
92 Input *input =
static_cast<Input *
>(_in);
93 return input->allocate<algorithmFPType>(_par, (int) method);
116 template<
typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
117 class Batch :
public layers::forward::LayerIfaceImpl
120 typedef layers::forward::LayerIfaceImpl super;
122 typedef algorithms::neural_networks::layers::transposed_conv2d::forward::Input InputType;
123 typedef algorithms::neural_networks::layers::transposed_conv2d::Parameter ParameterType;
124 typedef algorithms::neural_networks::layers::transposed_conv2d::forward::Result ResultType;
126 ParameterType ¶meter;
133 DAAL_DEPRECATED Batch() : parameter(_defaultParameter)
144 DAAL_DEPRECATED Batch(ParameterType& parameter) : parameter(parameter), _defaultParameter(parameter)
155 Batch(
const Batch<algorithmFPType, method> &other) : super(other),
156 _defaultParameter(other.parameter), parameter(_defaultParameter), input(other.input)
165 virtual int getMethod() const DAAL_C11_OVERRIDE {
return(
int) method; }
171 virtual InputType *getLayerInput() DAAL_C11_OVERRIDE {
return &input; }
177 virtual ParameterType *getLayerParameter() DAAL_C11_OVERRIDE {
return ¶meter; };
183 layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
192 ResultPtr getResult()
203 services::Status setResult(
const ResultPtr& result)
205 DAAL_CHECK(result, services::ErrorNullResult)
207 _res = _result.get();
208 return services::Status();
216 services::SharedPtr<Batch<algorithmFPType, method> > clone()
const
218 return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
221 virtual services::Status allocateResult() DAAL_C11_OVERRIDE
223 services::Status s = this->_result->template allocate<algorithmFPType>(&(this->input), ¶meter, (
int) method);
224 this->_res = this->_result.get();
229 virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
231 return new Batch<algorithmFPType, method>(*this);
236 Analysis<batch>::_ac =
new __DAAL_ALGORITHM_LAYER_CONTAINER(BatchContainer, algorithmFPType, method)(&_env);
239 _result.reset(
new ResultType());
244 ParameterType _defaultParameter;
249 using interface1::BatchContainer;
250 using interface1::Batch;
daal::algorithms::neural_networks::layers::transposed_conv2d::forward::interface1::BatchContainer::~BatchContainer
DAAL_DEPRECATED ~BatchContainer()
daal::algorithms::neural_networks::layers::transposed_conv2d::forward::interface1::Batch::Batch
DAAL_DEPRECATED Batch(ParameterType ¶meter)
Definition: transposed_conv2d_layer_forward.h:144
daal::algorithms::neural_networks::layers::transposed_conv2d::forward::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: transposed_conv2d_layer_forward.h:203
daal::algorithms::neural_networks::layers::transposed_conv2d::forward::interface1::BatchContainer
Provides methods to run implementations of the forward 2D transposed convolution layer. This class is associated with the daal::algorithms::neural_networks::layers::transposed_conv2d::forward::Batch class and supports the method of forward 2D transposed convolution layer computation in the batch processing mode.
Definition: transposed_conv2d_layer_forward.h:67
daal::algorithms::neural_networks::layers::transposed_conv2d::forward::interface1::Input
Input objects for the forward 2D transposed convolution layer
Definition: transposed_conv2d_layer_forward_types.h:66
daal::algorithms::neural_networks::layers::transposed_conv2d::forward::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: transposed_conv2d_layer_forward.h:155
daal::algorithms::neural_networks::layers::transposed_conv2d::forward::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: transposed_conv2d_layer_forward.h:216
daal::algorithms::neural_networks::layers::transposed_conv2d::forward::interface1::BatchContainer::BatchContainer
DAAL_DEPRECATED BatchContainer(daal::services::Environment::env *daalEnv)
daal::services::ErrorNullResult
Definition: error_indexes.h:98
daal::algorithms::neural_networks::layers::transposed_conv2d::forward::interface1::Batch::getLayerParameter
virtual ParameterType * getLayerParameter() DAAL_C11_OVERRIDE
Definition: transposed_conv2d_layer_forward.h:177
daal::algorithms::neural_networks::layers::transposed_conv2d::forward::interface1::Batch::getResult
ResultPtr getResult()
Definition: transposed_conv2d_layer_forward.h:192
daal::algorithms::neural_networks::layers::transposed_conv2d::forward::interface1::Input::allocate
DAAL_EXPORT services::Status allocate(const daal::algorithms::Parameter *parameter, const int method)
daal::algorithms::neural_networks::layers::transposed_conv2d::forward::interface1::Batch::getLayerResult
layers::forward::ResultPtr getLayerResult() DAAL_C11_OVERRIDE
Definition: transposed_conv2d_layer_forward.h:183
daal::algorithms::neural_networks::layers::transposed_conv2d::forward::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: transposed_conv2d_layer_forward.h:165
daal::algorithms::neural_networks::layers::transposed_conv2d::forward::interface1::Batch
Provides methods for forward 2D transposed convolution layer computations in the batch processing mod...
Definition: transposed_conv2d_layer_forward.h:117
daal::algorithms::neural_networks::layers::transposed_conv2d::forward::interface1::Batch::Batch
DAAL_DEPRECATED Batch()
Definition: transposed_conv2d_layer_forward.h:133
daal::algorithms::neural_networks::layers::transposed_conv2d::forward::interface1::Batch::getLayerInput
virtual InputType * getLayerInput() DAAL_C11_OVERRIDE
Definition: transposed_conv2d_layer_forward.h:171
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::forward::interface1::BatchContainer::compute
services::Status compute() DAAL_C11_OVERRIDE
daal::algorithms::neural_networks::layers::transposed_conv2d::forward::interface1::Batch::input
InputType input
Definition: transposed_conv2d_layer_forward.h:127
daal::algorithms::neural_networks::layers::transposed_conv2d::forward::interface1::Batch::parameter
ParameterType & parameter
Definition: transposed_conv2d_layer_forward.h:126