C++ API Reference for Intel® Data Analytics Acceleration Library 2019 Update 4

maximum_pooling3d_layer_backward_types.h
1 /* file: maximum_pooling3d_layer_backward_types.h */
2 /*******************************************************************************
3 * Copyright 2014-2019 Intel Corporation.
4 *
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13 * License.
14 *******************************************************************************/
15 
16 /*
17 //++
18 // Implementation of backward maximum 3D pooling layer.
19 //--
20 */
21 
22 #ifndef __MAXIMUM_POOLING3D_LAYER_BACKWARD_TYPES_H__
23 #define __MAXIMUM_POOLING3D_LAYER_BACKWARD_TYPES_H__
24 
25 #include "algorithms/algorithm.h"
26 #include "data_management/data/tensor.h"
27 #include "data_management/data/homogen_tensor.h"
28 #include "services/daal_defines.h"
29 #include "algorithms/neural_networks/layers/pooling3d/pooling3d_layer_backward_types.h"
30 #include "algorithms/neural_networks/layers/pooling3d/maximum_pooling3d_layer_types.h"
31 
32 namespace daal
33 {
34 namespace algorithms
35 {
36 namespace neural_networks
37 {
38 namespace layers
39 {
40 namespace maximum_pooling3d
41 {
51 namespace backward
52 {
53 
57 namespace interface1
58 {
59 
64 class DAAL_EXPORT Input : public pooling3d::backward::Input
65 {
66 public:
67  typedef pooling3d::backward::Input super;
71  Input();
72 
74  Input(const Input& other);
75 
76  virtual ~Input() {}
77 
78  using layers::backward::Input::get;
79  using layers::backward::Input::set;
80 
86  data_management::TensorPtr get(LayerDataId id) const;
87 
93  data_management::NumericTablePtr get(LayerDataNumericTableId id) const;
94 
100  void set(LayerDataId id, const data_management::TensorPtr &ptr);
101 
107  void set(LayerDataNumericTableId id, const data_management::NumericTablePtr &ptr);
108 
116  services::Status check(const daal::algorithms::Parameter *parameter, int method) const DAAL_C11_OVERRIDE;
117 
118 protected:
119  virtual data_management::NumericTablePtr getAuxInputDimensions() const DAAL_C11_OVERRIDE;
120 };
121 
127 class DAAL_EXPORT Result : public pooling3d::backward::Result
128 {
129 public:
130  DECLARE_SERIALIZABLE_CAST(Result);
134  Result();
135  virtual ~Result() {}
136 
137  using layers::backward::Result::get;
138  using layers::backward::Result::set;
139 
148  template <typename algorithmFPType>
149  DAAL_EXPORT services::Status allocate(const daal::algorithms::Input *input, const daal::algorithms::Parameter *parameter, const int method);
150 
159  services::Status check(const daal::algorithms::Input *input, const daal::algorithms::Parameter *parameter, int method) const DAAL_C11_OVERRIDE;
160 
161 protected:
163  template<typename Archive, bool onDeserialize>
164  services::Status serialImpl(Archive *arch)
165  {
166  return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
167  }
168 };
169 typedef services::SharedPtr<Result> ResultPtr;
170 
171 } // namespace interface1
172 using interface1::Input;
173 using interface1::Result;
174 using interface1::ResultPtr;
175 } // namespace backward
177 } // namespace maximum_pooling3d
178 } // namespace layers
179 } // namespace neural_networks
180 } // namespace algorithm
181 } // namespace daal
182 
183 #endif
daal
Definition: algorithm_base_common.h:31
daal::algorithms::neural_networks::layers::maximum_pooling3d::backward::interface1::Input
Input objects for the backward maximum 3D pooling layer
Definition: maximum_pooling3d_layer_backward_types.h:64
daal::algorithms::neural_networks::layers::maximum_pooling3d::LayerDataId
LayerDataId
Identifiers of input tensors for the backward maximum 3D pooling layer and results for the forward ma...
Definition: maximum_pooling3d_layer_types.h:60
daal_defines.h
daal::algorithms::neural_networks::layers::maximum_pooling3d::LayerDataNumericTableId
LayerDataNumericTableId
Identifiers of input numeric tables for the backward maximum 3D pooling layer and results for the for...
Definition: maximum_pooling3d_layer_types.h:70
daal::algorithms::neural_networks::layers::maximum_pooling3d::backward::interface1::Result
Provides methods to access the result obtained with the compute() method of the backward maximum 3D p...
Definition: maximum_pooling3d_layer_backward_types.h:127

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