C++ API Reference for Intel® Data Analytics Acceleration Library 2019

batch_normalization_layer.h
1 /* file: batch_normalization_layer.h */
2 /*******************************************************************************
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15 
16 /*
17 //++
18 // Implementation of batch normalization layer.
19 //--
20 */
21 
22 #ifndef __BATCH_NORMALIZATION_LAYER_H__
23 #define __BATCH_NORMALIZATION_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/batch_normalization/batch_normalization_layer_types.h"
30 #include "algorithms/neural_networks/layers/batch_normalization/batch_normalization_layer_forward.h"
31 #include "algorithms/neural_networks/layers/batch_normalization/batch_normalization_layer_backward.h"
32 
33 
34 namespace daal
35 {
36 namespace algorithms
37 {
38 namespace neural_networks
39 {
40 namespace layers
41 {
45 namespace batch_normalization
46 {
50 namespace interface1
51 {
73 template<typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
74 class Batch : public LayerIface
75 {
76 public:
77 
78  Parameter parameter;
80  Batch()
81  {
82  forward::Batch<algorithmFPType, method> *forwardLayerObject = new forward::Batch<algorithmFPType, method>(parameter);
83  backward::Batch<algorithmFPType, method> *backwardLayerObject = new backward::Batch<algorithmFPType, method>(parameter);
84 
85  LayerIface::forwardLayer = services::SharedPtr<forward::Batch<algorithmFPType, method> >(forwardLayerObject);
86  LayerIface::backwardLayer = services::SharedPtr<backward::Batch<algorithmFPType, method> >(backwardLayerObject);
87  };
88 };
90 } // namespace interface1
91 using interface1::Batch;
92 
93 } // namespace batch_normalization
94 } // namespace layers
95 } // namespace neural_networks
96 } // namespace algorithms
97 } // namespace daal
98 
99 #endif
daal::algorithms::neural_networks::layers::batch_normalization::interface1::Batch::Batch
Batch()
Definition: batch_normalization_layer.h:80
daal
Definition: algorithm_base_common.h:31
daal::algorithms::neural_networks::layers::batch_normalization::interface1::Batch
Provides methods for the batch normalization layer in the batch processing mode.
Definition: batch_normalization_layer.h:74
daal::algorithms::neural_networks::layers::batch_normalization::interface1::Parameter
Parameters for the forward and backward batch normalization layers.
Definition: batch_normalization_layer_types.h:83
daal_defines.h
daal::algorithms::neural_networks::layers::batch_normalization::interface1::Batch::parameter
Parameter parameter
Definition: batch_normalization_layer.h:78

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