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

reshape_layer_forward_types.h
1 /* file: reshape_layer_forward_types.h */
2 /*******************************************************************************
3 * Copyright 2014-2018 Intel Corporation.
4 *
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6 * your use of them is governed by the express license under which they were
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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 reshape layer interface
19 //--
20 */
21 
22 #ifndef __RESHAPE_LAYER_FORWARD_TYPES_H__
23 #define __RESHAPE_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/reshape/reshape_layer_types.h"
31 
32 namespace daal
33 {
34 namespace algorithms
35 {
36 namespace neural_networks
37 {
38 namespace layers
39 {
40 namespace reshape
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 
77  using layers::forward::Input::get;
78 
84  using layers::forward::Input::set;
85 
90  virtual const services::Collection<size_t> getWeightsSizes(const layers::Parameter *parameter) const DAAL_C11_OVERRIDE;
91 
96  virtual const services::Collection<size_t> getBiasesSizes(const layers::Parameter *parameter) const DAAL_C11_OVERRIDE;
97 
98  virtual ~Input() {}
99 };
100 
106 class DAAL_EXPORT Result : public layers::forward::Result
107 {
108 public:
109  DECLARE_SERIALIZABLE_CAST(Result);
111  Result();
112  virtual ~Result() {};
113 
119  using layers::forward::Result::get;
120 
126  using layers::forward::Result::set;
127 
133  data_management::NumericTablePtr get(LayerDataId id) const;
134 
140  void set(LayerDataId id, const data_management::NumericTablePtr &value);
141 
150  services::Status check(const daal::algorithms::Input *input, const daal::algorithms::Parameter *par, int method) const DAAL_C11_OVERRIDE;
151 
160  template <typename algorithmFPType>
161  DAAL_EXPORT services::Status allocate(const daal::algorithms::Input *input, const daal::algorithms::Parameter *parameter, const int method);
162 
167  virtual const services::Collection<size_t> getValueSize(const services::Collection<size_t> &inputSize,
168  const daal::algorithms::Parameter *par, const int method) const DAAL_C11_OVERRIDE;
169 
170 protected:
172  template<typename Archive, bool onDeserialize>
173  services::Status serialImpl(Archive *arch)
174  {
175  return daal::algorithms::Result::serialImpl<Archive, onDeserialize>(arch);
176  }
177 };
178 typedef services::SharedPtr<Result> ResultPtr;
179 
180 } // namespace interface1
181 using interface1::Input;
182 using interface1::Result;
183 using interface1::ResultPtr;
184 } // namespace forward
186 } // namespace reshape
187 } // namespace layers
188 } // namespace neural_networks
189 } // namespace algorithm
190 } // namespace daal
191 #endif
daal
Definition: algorithm_base_common.h:31
daal::algorithms::neural_networks::layers::reshape::LayerDataId
LayerDataId
Available identifiers of input objects for the reshape layer.
Definition: reshape_layer_types.h:69
daal_defines.h
daal::algorithms::neural_networks::layers::reshape::forward::interface1::Input
Input objects for the forward reshape layer
Definition: reshape_layer_forward_types.h:62
daal::algorithms::math::abs::value
Definition: abs_types.h:86
daal::algorithms::neural_networks::layers::reshape::forward::interface1::Result
Provides methods to access the result obtained with the compute() method of the forward reshape layer...
Definition: reshape_layer_forward_types.h:106

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