C++ API Reference for Intel® Data Analytics Acceleration Library 2020 Update 1

prelu_layer_backward_types.h
1 /* file: prelu_layer_backward_types.h */
2 /*******************************************************************************
3 * Copyright 2014-2020 Intel Corporation
4 *
5 * Licensed under the Apache License, Version 2.0 (the "License");
6 * you may not use this file except in compliance with the License.
7 * You may obtain a copy of the License at
8 *
9 * http://www.apache.org/licenses/LICENSE-2.0
10 *
11 * Unless required by applicable law or agreed to in writing, software
12 * distributed under the License is distributed on an "AS IS" BASIS,
13 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
14 * See the License for the specific language governing permissions and
15 * limitations under the License.
16 *******************************************************************************/
17 
18 /*
19 //++
20 // Implementation of the parametric rectifier linear unit (prelu) layer
21 //--
22 */
23 
24 #ifndef __PRELU_LAYER_BACKWARD_TYPES_H__
25 #define __PRELU_LAYER_BACKWARD_TYPES_H__
26 
27 #include "algorithms/algorithm.h"
28 #include "data_management/data/tensor.h"
29 #include "data_management/data/homogen_tensor.h"
30 #include "services/daal_defines.h"
31 #include "algorithms/neural_networks/layers/layer_backward_types.h"
32 #include "algorithms/neural_networks/layers/prelu/prelu_layer_types.h"
33 
34 namespace daal
35 {
36 namespace algorithms
37 {
38 namespace neural_networks
39 {
40 namespace layers
41 {
45 namespace prelu
46 {
56 namespace backward
57 {
61 namespace interface1
62 {
68 class DAAL_EXPORT Input : public layers::backward::Input
69 {
70 public:
71  typedef layers::backward::Input super;
76  Input();
77 
82  Input(const Input& other);
83 
84  /*
85  * \DAAL_DEPRECATED
86  */
87  virtual ~Input() {}
88 
92  using layers::backward::Input::get;
96  using layers::backward::Input::set;
97 
104  DAAL_DEPRECATED data_management::TensorPtr get(LayerDataId id) const;
105 
112  DAAL_DEPRECATED void set(LayerDataId id, const data_management::TensorPtr &value);
113 
122  DAAL_DEPRECATED services::Status check(const daal::algorithms::Parameter *par, int method) const DAAL_C11_OVERRIDE;
123 protected:
128  DAAL_DEPRECATED services::Collection<size_t> getAuxWeightsSizes(const layers::Parameter *par) const;
129 };
130 
136 class DAAL_EXPORT Result : public layers::backward::Result
137 {
138 public:
139  DECLARE_SERIALIZABLE_CAST(Result);
144  Result();
145 
146  /*
147  * \DAAL_DEPRECATED
148  */
149  virtual ~Result() {};
150 
154  using layers::backward::Result::get;
158  using layers::backward::Result::set;
159 
169  DAAL_DEPRECATED services::Status check(const daal::algorithms::Input *input, const daal::algorithms::Parameter *par, int method) const DAAL_C11_OVERRIDE;
170 
180  template <typename algorithmFPType>
181  DAAL_EXPORT services::Status allocate(const daal::algorithms::Input *input, const daal::algorithms::Parameter *par, const int method);
182 
183 protected:
188  template<typename Archive, bool onDeserialize>
189  services::Status serialImpl(Archive *arch)
190  {
191  return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
192  }
193 };
194 typedef services::SharedPtr<Result> ResultPtr;
195 
196 } // namespace interface1
197 using interface1::Input;
198 using interface1::Result;
199 using interface1::ResultPtr;
200 } // namespace backward
202 } // namespace prelu
203 } // namespace layers
204 } // namespace neural_networks
205 } // namespace algorithm
206 } // namespace daal
207 #endif
daal::algorithms::neural_networks::layers::prelu::backward::interface1::Result
Provides methods to access the result obtained with the compute() method of the backward prelu layer...
Definition: prelu_layer_backward_types.h:136
daal_defines.h
daal::algorithms::neural_networks::layers::prelu::backward::interface1::Input
Input parameters for the backward prelu layer
Definition: prelu_layer_backward_types.h:68
daal::algorithms::neural_networks::layers::prelu::LayerDataId
LayerDataId
Identifiers of input objects for the backward prelu layer and results for the forward prelu layer...
Definition: prelu_layer_types.h:66
daal::algorithms::math::abs::value
Definition: abs_types.h:88

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