C++ API Reference for Intel® Data Analytics Acceleration Library 2018 Update 3

smoothrelu_layer_forward_types.h
1 /* file: smoothrelu_layer_forward_types.h */
2 /*******************************************************************************
3 * Copyright 2014-2018 Intel Corporation.
4 *
5 * This software and the related documents are Intel copyrighted materials, and
6 * your use of them is governed by the express license under which they were
7 * provided to you (License). Unless the License provides otherwise, you may not
8 * use, modify, copy, publish, distribute, disclose or transmit this software or
9 * the related documents without Intel's prior written permission.
10 *
11 * This software and the related documents are provided as is, with no express
12 * or implied warranties, other than those that are expressly stated in the
13 * License.
14 *******************************************************************************/
15 
16 /*
17 //++
18 // Implementation of the forward smooth relu layer types.
19 //--
20 */
21 
22 #ifndef __SMOOTHRELU_LAYER_FORWARD_TYPES_H__
23 #define __SMOOTHRELU_LAYER_FORWARD_TYPES_H__
24 
25 #include "algorithms/algorithm.h"
26 #include "data_management/data/tensor.h"
27 #include "data_management/data/homogen_tensor.h"
28 #include "services/daal_defines.h"
29 #include "algorithms/neural_networks/layers/layer_forward_types.h"
30 #include "algorithms/neural_networks/layers/smoothrelu/smoothrelu_layer_types.h"
31 
32 namespace daal
33 {
34 namespace algorithms
35 {
36 namespace neural_networks
37 {
38 namespace layers
39 {
40 namespace smoothrelu
41 {
51 namespace forward
52 {
56 namespace interface1
57 {
62 class DAAL_EXPORT Input : public layers::forward::Input
63 {
64 public:
65  typedef layers::forward::Input super;
67  Input();
68 
70  Input(const Input& other);
71 
75  using layers::forward::Input::get;
76 
80  using layers::forward::Input::set;
81 
86  virtual const services::Collection<size_t> getWeightsSizes(const layers::Parameter *parameter) const DAAL_C11_OVERRIDE;
87 
92  virtual const services::Collection<size_t> getBiasesSizes(const layers::Parameter *parameter) const DAAL_C11_OVERRIDE;
93 
94  virtual ~Input() {}
95 };
96 
102 class DAAL_EXPORT Result : public layers::forward::Result
103 {
104 public:
105  DECLARE_SERIALIZABLE_CAST(Result);
107  Result();
108  virtual ~Result() {};
109 
113  using layers::forward::Result::get;
114 
118  using layers::forward::Result::set;
119 
125  data_management::TensorPtr get(LayerDataId id) const;
126 
132  void set(LayerDataId id, const data_management::TensorPtr &value);
133 
142  services::Status check(const daal::algorithms::Input *input, const daal::algorithms::Parameter *par, int method) const DAAL_C11_OVERRIDE;
143 
152  template <typename algorithmFPType>
153  DAAL_EXPORT services::Status allocate(const daal::algorithms::Input *input, const daal::algorithms::Parameter *parameter, const int method);
154 
159  virtual services::Status setResultForBackward(const daal::algorithms::Input *input) DAAL_C11_OVERRIDE;
160 
165  virtual const services::Collection<size_t> getValueSize(const services::Collection<size_t> &inputSize,
166  const daal::algorithms::Parameter *par, const int method) const DAAL_C11_OVERRIDE;
167 
168 protected:
170  template<typename Archive, bool onDeserialize>
171  services::Status serialImpl(Archive *arch)
172  {
173  return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
174  }
175 };
176 typedef services::SharedPtr<Result> ResultPtr;
177 
178 } // namespace interface1
179 using interface1::Input;
180 using interface1::Result;
181 using interface1::ResultPtr;
182 } // namespace forward
184 } // namespace smoothrelu
185 } // namespace layers
186 } // namespace neural_networks
187 } // namespace algorithm
188 } // namespace daal
189 #endif
daal
Definition: algorithm_base_common.h:31
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:60
daal_defines.h
daal::algorithms::neural_networks::layers::smoothrelu::forward::interface1::Input
Input objects for the forward smooth relu layer
Definition: smoothrelu_layer_forward_types.h:62
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:102
daal::algorithms::math::abs::value
Definition: abs_types.h:86

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