C++ API Reference for Intel® Data Analytics Acceleration Library 2019 Update 5

logistic_layer_backward_types.h
1 /* file: logistic_layer_backward_types.h */
2 /*******************************************************************************
3 * Copyright 2014-2019 Intel Corporation.
4 *
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6 * your use of them is governed by the express license under which they were
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9 * the related documents without Intel's prior written permission.
10 *
11 * This software and the related documents are provided as is, with no express
12 * or implied warranties, other than those that are expressly stated in the
13 * License.
14 *******************************************************************************/
15 
16 /*
17 //++
18 // Implementation of the backward logistic layer.
19 //--
20 */
21 
22 #ifndef __LOGISTIC_LAYER_BACKWARD_TYPES_H__
23 #define __LOGISTIC_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/layer_backward_types.h"
30 #include "algorithms/neural_networks/layers/logistic/logistic_layer_types.h"
31 
32 namespace daal
33 {
34 namespace algorithms
35 {
36 namespace neural_networks
37 {
38 namespace layers
39 {
43 namespace logistic
44 {
54 namespace backward
55 {
59 namespace interface1
60 {
65 class DAAL_EXPORT Input : public layers::backward::Input
66 {
67 public:
68  typedef layers::backward::Input super;
70  Input();
71 
73  Input(const Input& other);
74 
75  virtual ~Input() {}
76 
80  using layers::backward::Input::get;
84  using layers::backward::Input::set;
85 
91  data_management::TensorPtr get(LayerDataId id) const;
92 
98  void set(LayerDataId id, const data_management::TensorPtr &value);
99 
107  services::Status check(const daal::algorithms::Parameter *par, int method) const DAAL_C11_OVERRIDE;
108 };
109 
114 class DAAL_EXPORT Result : public layers::backward::Result
115 {
116 public:
117  DECLARE_SERIALIZABLE_CAST(Result);
119  Result();
120 
121  virtual ~Result() {};
122 
126  using layers::backward::Result::get;
130  using layers::backward::Result::set;
131 
140  services::Status check(const daal::algorithms::Input *input, const daal::algorithms::Parameter *par, int method) const DAAL_C11_OVERRIDE;
141 
150  template <typename algorithmFPType>
151  DAAL_EXPORT services::Status allocate(const daal::algorithms::Input *input, const daal::algorithms::Parameter *par, const int method);
152 
153 protected:
155  template<typename Archive, bool onDeserialize>
156  services::Status serialImpl(Archive *arch)
157  {
158  return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
159  }
160 };
161 typedef services::SharedPtr<Result> ResultPtr;
162 
163 } // namespace interface1
164 using interface1::Input;
165 using interface1::Result;
166 using interface1::ResultPtr;
167 } // namespace backward
169 } // namespace logistic
170 } // namespace layers
171 } // namespace neural_networks
172 } // namespace algorithm
173 } // namespace daal
174 #endif
daal::algorithms::neural_networks::layers::logistic::LayerDataId
LayerDataId
Identifiers of input objects for the backward logistic layer and results for the forward logistic lay...
Definition: logistic_layer_types.h:64
daal
Definition: algorithm_base_common.h:31
daal::algorithms::neural_networks::layers::logistic::backward::interface1::Input
Input objects for the backward logistic layer
Definition: logistic_layer_backward_types.h:65
daal_defines.h
daal::algorithms::neural_networks::layers::logistic::backward::interface1::Result
Provides methods to access the result obtained with the compute() method of the backward logistic lay...
Definition: logistic_layer_backward_types.h:114
daal::algorithms::math::abs::value
Definition: abs_types.h:86

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