C++ API Reference for Intel® Data Analytics Acceleration Library 2018 Update 2

batch_normalization_layer_backward_types.h
1 /* file: batch_normalization_layer_backward_types.h */
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41 
42 /*
43 //++
44 // Implementation of the backward batch normalization layer.
45 //--
46 */
47 
48 #ifndef __BATCH_NORMALIZATION_LAYER_BACKWARD_TYPES_H__
49 #define __BATCH_NORMALIZATION_LAYER_BACKWARD_TYPES_H__
50 
51 #include "algorithms/algorithm.h"
52 #include "data_management/data/tensor.h"
53 #include "data_management/data/homogen_tensor.h"
54 #include "services/daal_defines.h"
55 #include "algorithms/neural_networks/layers/layer_backward_types.h"
56 #include "algorithms/neural_networks/layers/batch_normalization/batch_normalization_layer_types.h"
57 
58 namespace daal
59 {
60 namespace algorithms
61 {
62 namespace neural_networks
63 {
64 namespace layers
65 {
66 namespace batch_normalization
67 {
77 namespace backward
78 {
79 
83 namespace interface1
84 {
89 class DAAL_EXPORT Input : public layers::backward::Input
90 {
91 public:
92  typedef layers::backward::Input super;
93 
95  Input();
96 
98  Input(const Input& other);
99 
100  virtual ~Input() {}
101 
105  using layers::backward::Input::get;
106 
110  using layers::backward::Input::set;
111 
117  data_management::TensorPtr get(LayerDataId id) const;
118 
124  void set(LayerDataId id, const data_management::TensorPtr &ptr);
125 
133  services::Status check(const daal::algorithms::Parameter *parameter, int method) const DAAL_C11_OVERRIDE;
134 };
135 
141 class DAAL_EXPORT Result : public layers::backward::Result
142 {
143 public:
144  DECLARE_SERIALIZABLE_CAST(Result);
146  Result();
147  virtual ~Result() {}
148 
152  using layers::backward::Result::get;
153 
157  using layers::backward::Result::set;
158 
167  template <typename algorithmFPType>
168  DAAL_EXPORT services::Status allocate(const daal::algorithms::Input *input, const daal::algorithms::Parameter *parameter, const int method);
169 
178  services::Status check(const daal::algorithms::Input *input, const daal::algorithms::Parameter *parameter, int method) const DAAL_C11_OVERRIDE;
179 
180 protected:
182  template<typename Archive, bool onDeserialize>
183  services::Status serialImpl(Archive *arch)
184  {
185  return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
186  }
187 };
188 typedef services::SharedPtr<Result> ResultPtr;
189 
190 } // namespace interface1
191 using interface1::Input;
192 using interface1::Result;
193 using interface1::ResultPtr;
194 } // namespace backward
195 
197 } // namespace batch_normalization
198 } // namespace layers
199 } // namespace neural_networks
200 } // namespace algorithm
201 } // namespace daal
202 
203 #endif
daal::services::interface1::Status
Class that holds the results of API calls. In case of API routine failure it contains the list of err...
Definition: error_handling.h:491
daal
Definition: algorithm_base_common.h:57
daal::algorithms::neural_networks::layers::backward::interface1::Result::get
data_management::TensorPtr get(ResultId id) const
daal_defines.h
daal::algorithms::interface1::Parameter
Base class to represent computation parameters. Algorithm-specific parameters are represented as deri...
Definition: algorithm_types.h:86
daal::services::interface1::SharedPtr
Shared pointer that retains shared ownership of an object through a pointer. Several SharedPtr object...
Definition: daal_shared_ptr.h:187
daal::algorithms::neural_networks::layers::batch_normalization::backward::interface1::Input
Input objects for the backward batch normalization layer
Definition: batch_normalization_layer_backward_types.h:89
daal::algorithms::neural_networks::layers::backward::interface1::Input::set
void set(InputId id, const data_management::TensorPtr &ptr)
daal::algorithms::neural_networks::layers::backward::interface1::Input::get
data_management::TensorPtr get(InputId id) const
daal::algorithms::neural_networks::layers::batch_normalization::LayerDataId
LayerDataId
Identifiers of input objects for the backward batch normalization layer and results for the forward b...
Definition: batch_normalization_layer_types.h:86
daal::algorithms::neural_networks::layers::backward::interface1::Result
Provides methods to access the result obtained with the compute() method of the layer algorithm...
Definition: layer_backward_types.h:224
daal::algorithms::neural_networks::layers::batch_normalization::backward::interface1::Result
Provides methods to access the result obtained with the compute() method of the backward batch normal...
Definition: batch_normalization_layer_backward_types.h:141
daal::algorithms::interface1::Input
Base class to represent computation input arguments. Algorithm-specific input arguments are represent...
Definition: algorithm_types.h:217
daal::algorithms::neural_networks::layers::backward::interface1::Input
Input parameters for the layer algorithm
Definition: layer_backward_types.h:150
daal::algorithms::neural_networks::layers::backward::interface1::Result::set
void set(ResultId id, const data_management::TensorPtr &ptr)

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