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

smoothrelu_layer_forward_types.h
1 /* file: smoothrelu_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 smooth relu layer types.
21 //--
22 */
23 
24 #ifndef __SMOOTHRELU_LAYER_FORWARD_TYPES_H__
25 #define __SMOOTHRELU_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/smoothrelu/smoothrelu_layer_types.h"
33 
34 namespace daal
35 {
36 namespace algorithms
37 {
38 namespace neural_networks
39 {
40 namespace layers
41 {
42 namespace smoothrelu
43 {
53 namespace forward
54 {
58 namespace interface1
59 {
65 class DAAL_EXPORT Input : public layers::forward::Input
66 {
67 public:
68  typedef layers::forward::Input super;
73  Input();
74 
79  Input(const Input& other);
80 
84  using layers::forward::Input::get;
85 
89  using layers::forward::Input::set;
90 
96  DAAL_DEPRECATED_VIRTUAL virtual const services::Collection<size_t> getWeightsSizes(const layers::Parameter *parameter) const DAAL_C11_OVERRIDE;
97 
103  DAAL_DEPRECATED_VIRTUAL virtual const services::Collection<size_t> getBiasesSizes(const layers::Parameter *parameter) const DAAL_C11_OVERRIDE;
104 
105  /*
106  * \DAAL_DEPRECATED
107  */
108  virtual ~Input() {}
109 };
110 
117 class DAAL_EXPORT Result : public layers::forward::Result
118 {
119 public:
120  DECLARE_SERIALIZABLE_CAST(Result);
125  Result();
126  /*
127  * \DAAL_DEPRECATED
128  */
129  virtual ~Result() {};
130 
134  using layers::forward::Result::get;
135 
139  using layers::forward::Result::set;
140 
147  DAAL_DEPRECATED data_management::TensorPtr get(LayerDataId id) const;
148 
155  DAAL_DEPRECATED void set(LayerDataId id, const data_management::TensorPtr &value);
156 
166  DAAL_DEPRECATED services::Status check(const daal::algorithms::Input *input, const daal::algorithms::Parameter *par, int method) const DAAL_C11_OVERRIDE;
167 
177  template <typename algorithmFPType>
178  DAAL_EXPORT services::Status allocate(const daal::algorithms::Input *input, const daal::algorithms::Parameter *parameter, const int method);
179 
185  DAAL_DEPRECATED_VIRTUAL virtual services::Status setResultForBackward(const daal::algorithms::Input *input) DAAL_C11_OVERRIDE;
186 
192  DAAL_DEPRECATED_VIRTUAL virtual const services::Collection<size_t> getValueSize(const services::Collection<size_t> &inputSize,
193  const daal::algorithms::Parameter *par, const int method) const DAAL_C11_OVERRIDE;
194 
195 protected:
200  template<typename Archive, bool onDeserialize>
201  services::Status serialImpl(Archive *arch)
202  {
203  return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
204  }
205 };
206 typedef services::SharedPtr<Result> ResultPtr;
207 
208 } // namespace interface1
209 using interface1::Input;
210 using interface1::Result;
211 using interface1::ResultPtr;
212 } // namespace forward
214 } // namespace smoothrelu
215 } // namespace layers
216 } // namespace neural_networks
217 } // namespace algorithm
218 } // namespace daal
219 #endif
daal::algorithms::neural_networks::layers::smoothrelu::forward::interface1::Input
Input objects for the forward smooth relu layer
Definition: smoothrelu_layer_forward_types.h:65
daal::algorithms::neural_networks::layers::smoothrelu::forward::interface1::Result
Provides methods to access the result obtained with the compute() method of the forward smooth relu l...
Definition: smoothrelu_layer_forward_types.h:117
daal::algorithms::neural_networks::layers::smoothrelu::LayerDataId
LayerDataId
Identifiers of input objects for the backward smooth relu layer and results for the forward smooth re...
Definition: smoothrelu_layer_types.h:62
daal_defines.h
daal::algorithms::math::abs::value
Definition: abs_types.h:88

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