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

prelu_layer_forward_types.h
1 /* file: prelu_layer_forward_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_FORWARD_TYPES_H__
25 #define __PRELU_LAYER_FORWARD_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_forward_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 forward
57 {
61 namespace interface1
62 {
68 class DAAL_EXPORT Input : public layers::forward::Input
69 {
70 public:
71  typedef layers::forward::Input super;
76  Input();
77 
82  Input(const Input& other);
83 
87  using layers::forward::Input::get;
88 
92  using layers::forward::Input::set;
93 
94  /*
95  * \DAAL_DEPRECATED
96  */
97  virtual ~Input() {}
98 
107  template <typename algorithmFPType>
108  DAAL_EXPORT services::Status allocate(const daal::algorithms::Parameter *par, const int method);
109 
115  DAAL_DEPRECATED_VIRTUAL virtual const services::Collection<size_t> getWeightsSizes(const layers::Parameter *par) const DAAL_C11_OVERRIDE;
116 
122  DAAL_DEPRECATED_VIRTUAL virtual const services::Collection<size_t> getBiasesSizes(const layers::Parameter *parameter) const DAAL_C11_OVERRIDE;
123 
132  DAAL_DEPRECATED services::Status check(const daal::algorithms::Parameter *par, int method) const DAAL_C11_OVERRIDE;
133 };
134 
140 class DAAL_EXPORT Result : public layers::forward::Result
141 {
142 public:
143  DECLARE_SERIALIZABLE_CAST(Result);
148  Result();
149  /*
150  * \DAAL_DEPRECATED
151  */
152  virtual ~Result() {};
153 
157  using layers::forward::Result::get;
158 
162  using layers::forward::Result::set;
163 
170  DAAL_DEPRECATED data_management::TensorPtr get(LayerDataId id) const;
171 
178  DAAL_DEPRECATED void set(LayerDataId id, const data_management::TensorPtr &value);
179 
189  DAAL_DEPRECATED services::Status check(const daal::algorithms::Input *input, const daal::algorithms::Parameter *par, int method) const DAAL_C11_OVERRIDE;
190 
196  DAAL_DEPRECATED_VIRTUAL virtual const services::Collection<size_t> getValueSize(const services::Collection<size_t> &inputSize,
197  const daal::algorithms::Parameter *par, const int method) const DAAL_C11_OVERRIDE;
198 
208  template <typename algorithmFPType>
209  DAAL_EXPORT services::Status allocate(const daal::algorithms::Input *input, const daal::algorithms::Parameter *par, const int method);
210 
218  DAAL_DEPRECATED_VIRTUAL virtual services::Status setResultForBackward(const daal::algorithms::Input *input) DAAL_C11_OVERRIDE;
219 
220 protected:
225  template<typename Archive, bool onDeserialize>
226  services::Status serialImpl(Archive *arch)
227  {
228  return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
229  }
230 };
231 typedef services::SharedPtr<Result> ResultPtr;
232 
233 } // namespace interface1
234 using interface1::Input;
235 using interface1::Result;
236 using interface1::ResultPtr;
237 } // namespace forward
239 } // namespace prelu
240 } // namespace layers
241 } // namespace neural_networks
242 } // namespace algorithm
243 } // namespace daal
244 #endif
daal_defines.h
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::neural_networks::layers::prelu::forward::interface1::Result
Provides methods to access the result obtained with the compute() method of the forward prelu layer...
Definition: prelu_layer_forward_types.h:140
daal::algorithms::math::abs::value
Definition: abs_types.h:88
daal::algorithms::neural_networks::layers::prelu::forward::interface1::Input
Input objects for the forward prelu layer
Definition: prelu_layer_forward_types.h:68

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