C++ API Reference for Intel® Data Analytics Acceleration Library 2018 Update 1

relu_layer_forward_types.h
1 /* file: relu_layer_forward_types.h */
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41 
42 /*
43 //++
44 // Implementation of the forward rectifier linear unit (relu) layer.
45 //--
46 */
47 
48 #ifndef __RELU_LAYER_FORWARD_TYPES_H__
49 #define __RELU_LAYER_FORWARD_TYPES_H__
50 
51 #include "algorithms/algorithm.h"
52 #include "data_management/data/tensor.h"
53 #include "data_management/data/homogen_tensor.h"
54 #include "services/daal_defines.h"
55 #include "algorithms/neural_networks/layers/layer_forward_types.h"
56 #include "algorithms/neural_networks/layers/relu/relu_layer_types.h"
57 
58 namespace daal
59 {
60 namespace algorithms
61 {
62 namespace neural_networks
63 {
64 namespace layers
65 {
69 namespace relu
70 {
80 namespace forward
81 {
85 namespace interface1
86 {
91 class DAAL_EXPORT Input : public layers::forward::Input
92 {
93 public:
94  typedef layers::forward::Input super;
96  Input();
97 
99  Input(const Input& other);
100 
104  using layers::forward::Input::get;
105 
109  using layers::forward::Input::set;
110 
115  virtual const services::Collection<size_t> getWeightsSizes(const layers::Parameter *parameter) const DAAL_C11_OVERRIDE;
116 
121  virtual const services::Collection<size_t> getBiasesSizes(const layers::Parameter *parameter) const DAAL_C11_OVERRIDE;
122 
123  virtual ~Input() {}
124 };
125 
130 class DAAL_EXPORT Result : public layers::forward::Result
131 {
132 public:
133  DECLARE_SERIALIZABLE_CAST(Result);
135  Result();
136  virtual ~Result() {};
137 
141  using layers::forward::Result::get;
142 
146  using layers::forward::Result::set;
147 
153  data_management::TensorPtr get(LayerDataId id) const;
154 
160  void set(LayerDataId id, const data_management::TensorPtr &value);
161 
170  services::Status check(const daal::algorithms::Input *input, const daal::algorithms::Parameter *par, int method) const DAAL_C11_OVERRIDE;
171 
180  template <typename algorithmFPType>
181  DAAL_EXPORT services::Status allocate(const daal::algorithms::Input *input, const daal::algorithms::Parameter *parameter, const int method);
182 
189  virtual services::Status setResultForBackward(const daal::algorithms::Input *input) DAAL_C11_OVERRIDE;
190 
195  virtual const services::Collection<size_t> getValueSize(const services::Collection<size_t> &inputSize,
196  const daal::algorithms::Parameter *par, const int method) const DAAL_C11_OVERRIDE;
197 
198 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 relu
215 } // namespace layers
216 } // namespace neural_networks
217 } // namespace algorithm
218 } // namespace daal
219 #endif
daal::algorithms::neural_networks::layers::relu::forward::interface1::Input
Input objects for the forward relu layer
Definition: relu_layer_forward_types.h:91
daal
Definition: algorithm_base_common.h:57
daal_defines.h
daal::algorithms::neural_networks::layers::relu::forward::interface1::Result
Provides methods to access the result obtained with the compute() method of the forward relu layer...
Definition: relu_layer_forward_types.h:130
daal::algorithms::neural_networks::layers::relu::LayerDataId
LayerDataId
Identifiers of input objects for the backward relu layer and results for the forward relu layer...
Definition: relu_layer_types.h:90
daal::algorithms::math::abs::value
Definition: abs_types.h:112

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