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

softmax_layer_forward_types.h
1 /* file: softmax_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 softmax layer interface.
21 //--
22 */
23 
24 #ifndef __SOFTMAX_LAYER_FORWARD_TYPES_H__
25 #define __SOFTMAX_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/softmax/softmax_layer_types.h"
33 
34 namespace daal
35 {
36 namespace algorithms
37 {
38 namespace neural_networks
39 {
40 namespace layers
41 {
42 namespace softmax
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 
86  using layers::forward::Input::get;
87 
93  using layers::forward::Input::set;
94 
99  virtual const services::Collection<size_t> getWeightsSizes(const layers::Parameter *parameter) const DAAL_C11_OVERRIDE;
100 
105  virtual const services::Collection<size_t> getBiasesSizes(const layers::Parameter *parameter) const DAAL_C11_OVERRIDE;
106 
107  /*
108  * \DAAL_DEPRECATED
109  */
110  virtual ~Input() {}
111 
119  services::Status check(const daal::algorithms::Parameter *par, int method) const DAAL_C11_OVERRIDE;
120 };
121 
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 
147  using layers::forward::Result::get;
148 
154  using layers::forward::Result::set;
155 
161  data_management::TensorPtr get(LayerDataId id) const;
162 
168  void set(LayerDataId id, const data_management::TensorPtr &value);
169 
178  services::Status check(const daal::algorithms::Input *input, const daal::algorithms::Parameter *par, int method) const DAAL_C11_OVERRIDE;
179 
184  virtual const services::Collection<size_t> getValueSize(const services::Collection<size_t> &inputSize,
185  const daal::algorithms::Parameter *par, const int method) const DAAL_C11_OVERRIDE;
186 
195  template <typename algorithmFPType>
196  DAAL_EXPORT services::Status allocate(const daal::algorithms::Input *input, const daal::algorithms::Parameter *par, const int method);
197 
204  virtual services::Status setResultForBackward(const daal::algorithms::Input *input) DAAL_C11_OVERRIDE;
205 
206 protected:
208  template<typename Archive, bool onDeserialize>
209  services::Status serialImpl(Archive *arch)
210  {
211  return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
212  }
213 };
214 typedef services::SharedPtr<Result> ResultPtr;
215 
216 } // namespace interface1
217 using interface1::Input;
218 using interface1::Result;
219 using interface1::ResultPtr;
220 } // namespace forward
222 } // namespace softmax
223 } // namespace layers
224 } // namespace neural_networks
225 } // namespace algorithm
226 } // namespace daal
227 #endif
daal_defines.h
daal::algorithms::neural_networks::layers::softmax::LayerDataId
LayerDataId
Available identifiers of input objects for the softmax layer.
Definition: softmax_layer_types.h:66
daal::algorithms::neural_networks::layers::softmax::forward::interface1::Input
Input objects for the forward softmax layer
Definition: softmax_layer_forward_types.h:65
daal::algorithms::neural_networks::layers::softmax::forward::interface1::Result
Provides methods to access the result obtained with the compute() method of the forward softmax layer...
Definition: softmax_layer_forward_types.h:128
daal::algorithms::math::abs::value
Definition: abs_types.h:88

For more complete information about compiler optimizations, see our Optimization Notice.