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

logistic_layer_forward_types.h
1 /* file: logistic_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 forward logistic layer.
21 //--
22 */
23 
24 #ifndef __LOGISTIC_LAYER_FORWARD_TYPES_H__
25 #define __LOGISTIC_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/logistic/logistic_layer_types.h"
33 
34 namespace daal
35 {
36 namespace algorithms
37 {
38 namespace neural_networks
39 {
40 namespace layers
41 {
45 namespace logistic
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;
91  using layers::forward::Input::set;
92 
98  DAAL_DEPRECATED_VIRTUAL virtual const services::Collection<size_t> getWeightsSizes(const layers::Parameter *parameter) const DAAL_C11_OVERRIDE;
99 
105  DAAL_DEPRECATED_VIRTUAL virtual const services::Collection<size_t> getBiasesSizes(const layers::Parameter *parameter) const DAAL_C11_OVERRIDE;
106 
115  DAAL_DEPRECATED services::Status check(const daal::algorithms::Parameter *par, int method) const DAAL_C11_OVERRIDE;
116 
117  /*
118  * \DAAL_DEPRECATED
119  */
120  virtual ~Input() {}
121 };
122 
128 class DAAL_EXPORT Result : public layers::forward::Result
129 {
130 public:
131  DECLARE_SERIALIZABLE_CAST(Result);
136  Result();
137  /*
138  * \DAAL_DEPRECATED
139  */
140  virtual ~Result() {};
141 
145  using layers::forward::Result::get;
146 
150  using layers::forward::Result::set;
151 
158  DAAL_DEPRECATED data_management::TensorPtr get(LayerDataId id) const;
159 
166  DAAL_DEPRECATED void set(LayerDataId id, const data_management::TensorPtr &value);
167 
177  DAAL_DEPRECATED services::Status check(const daal::algorithms::Input *input, const daal::algorithms::Parameter *par, int method) const DAAL_C11_OVERRIDE;
178 
188  template <typename algorithmFPType>
189  DAAL_EXPORT services::Status allocate(const daal::algorithms::Input *input, const daal::algorithms::Parameter *parameter, const int method);
190 
198  DAAL_DEPRECATED_VIRTUAL virtual services::Status setResultForBackward(const daal::algorithms::Input *input) DAAL_C11_OVERRIDE;
199 
205  DAAL_DEPRECATED_VIRTUAL virtual const services::Collection<size_t> getValueSize(const services::Collection<size_t> &inputSize,
206  const daal::algorithms::Parameter *par, const int method) const DAAL_C11_OVERRIDE;
207 
208 protected:
213  template<typename Archive, bool onDeserialize>
214  services::Status serialImpl(Archive *arch)
215  {
216  return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
217  }
218 };
219 typedef services::SharedPtr<Result> ResultPtr;
220 
221 } // namespace interface1
222 using interface1::Input;
223 using interface1::Result;
224 using interface1::ResultPtr;
225 } // namespace forward
227 } // namespace logistic
228 } // namespace layers
229 } // namespace neural_networks
230 } // namespace algorithm
231 } // namespace daal
232 #endif
daal::algorithms::neural_networks::layers::logistic::forward::interface1::Result
Provides methods to access the result obtained with the compute() method of the forward logistic laye...
Definition: logistic_layer_forward_types.h:128
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:66
daal_defines.h
daal::algorithms::math::abs::value
Definition: abs_types.h:88
daal::algorithms::neural_networks::layers::logistic::forward::interface1::Input
Input objects for the forward logistic layer
Definition: logistic_layer_forward_types.h:68

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