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

dropout_layer.h
1 /* file: dropout_layer.h */
2 /*******************************************************************************
3 * Copyright 2014-2018 Intel Corporation.
4 *
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14 *******************************************************************************/
15 
16 /*
17 //++
18 // Implementation of the dropout layer.
19 //--
20 */
21 
22 #ifndef __DROPOUT_LAYER_H__
23 #define __DROPOUT_LAYER_H__
24 
25 #include "algorithms/algorithm.h"
26 #include "data_management/data/tensor.h"
27 #include "services/daal_defines.h"
28 #include "algorithms/neural_networks/layers/layer.h"
29 #include "algorithms/neural_networks/layers/dropout/dropout_layer_types.h"
30 #include "algorithms/neural_networks/layers/dropout/dropout_layer_forward.h"
31 #include "algorithms/neural_networks/layers/dropout/dropout_layer_backward.h"
32 
33 namespace daal
34 {
35 namespace algorithms
36 {
37 namespace neural_networks
38 {
39 namespace layers
40 {
44 namespace dropout
45 {
46 namespace interface1
47 {
68 template<typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
69 class Batch : public LayerIface
70 {
71 public:
72  Parameter parameter;
75  Batch()
76  {
77  forward::Batch<algorithmFPType, method> *forwardLayerObject = new forward::Batch<algorithmFPType, method>(parameter);
78  backward::Batch<algorithmFPType, method> *backwardLayerObject = new backward::Batch<algorithmFPType, method>(parameter);
79 
80  LayerIface::forwardLayer = services::SharedPtr<forward::Batch<algorithmFPType, method> >(forwardLayerObject);
81  LayerIface::backwardLayer = services::SharedPtr<backward::Batch<algorithmFPType, method> >(backwardLayerObject);
82  };
83 };
85 } // namespace interface1
86 using interface1::Batch;
87 
88 } // namespace dropout
89 } // namespace layers
90 } // namespace neural_networks
91 } // namespace algorithms
92 } // namespace daal
93 #endif
daal::algorithms::neural_networks::layers::dropout::interface1::Batch::Batch
Batch()
Definition: dropout_layer.h:75
daal
Definition: algorithm_base_common.h:31
daal::algorithms::neural_networks::layers::dropout::interface1::Batch::parameter
Parameter parameter
Definition: dropout_layer.h:72
daal_defines.h
daal::algorithms::neural_networks::layers::dropout::interface1::Batch
Provides methods for the dropout layer in the batch processing mode.
Definition: dropout_layer.h:69
daal::algorithms::neural_networks::layers::dropout::interface1::Parameter
Parameters for the dropout layer.
Definition: dropout_layer_types.h:81

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