C++ API Reference for Intel® Data Analytics Acceleration Library 2018 Update 3

lrn_layer_backward_types.h
1 /* file: lrn_layer_backward_types.h */
2 /*******************************************************************************
3 * Copyright 2014-2018 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 forward local response normalization layer types.
19 //--
20 */
21 
22 #ifndef __LRN_LAYER_BACKWARD_TYPES_H__
23 #define __LRN_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/lrn/lrn_layer_types.h"
31 
32 namespace daal
33 {
34 namespace algorithms
35 {
36 namespace neural_networks
37 {
38 namespace layers
39 {
40 namespace lrn
41 {
51 namespace backward
52 {
56 namespace interface1
57 {
62 class DAAL_EXPORT Input : public layers::backward::Input
63 {
64 public:
65  typedef layers::backward::Input super;
67  Input();
68 
70  Input(const Input& other);
71 
72  virtual ~Input() {}
73 
77  using layers::backward::Input::get;
78 
82  using layers::backward::Input::set;
83 
89  data_management::TensorPtr get(LayerDataId id) const;
90 
96  void set(LayerDataId id, const data_management::TensorPtr &value);
97 
105  services::Status check(const daal::algorithms::Parameter *par, int method) const DAAL_C11_OVERRIDE;
106 };
107 
113 class DAAL_EXPORT Result : public layers::backward::Result
114 {
115 public:
116  DECLARE_SERIALIZABLE_CAST(Result);
118  Result();
119 
120  virtual ~Result() {};
121 
125  using layers::backward::Result::get;
126 
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 *parameter, 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 lrn
170 } // namespace layers
171 } // namespace neural_networks
172 } // namespace algorithm
173 } // namespace daal
174 #endif
daal::algorithms::neural_networks::layers::lrn::backward::interface1::Result
Provides methods to access the result obtained with the compute() method of the backward local respon...
Definition: lrn_layer_backward_types.h:113
daal
Definition: algorithm_base_common.h:31
daal_defines.h
daal::algorithms::neural_networks::layers::lrn::backward::interface1::Input
Input parameters for the backward local response normalization layer
Definition: lrn_layer_backward_types.h:62
daal::algorithms::math::abs::value
Definition: abs_types.h:86
daal::algorithms::neural_networks::layers::lrn::LayerDataId
LayerDataId
Identifiers of input objects for the backward stage and results for the forward stage of the local re...
Definition: lrn_layer_types.h:61

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