C++ API Reference for Intel® Data Analytics Acceleration Library 2018 Update 2

batch_normalization_layer_types.h
1 /* file: batch_normalization_layer_types.h */
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41 
42 /*
43 //++
44 // Implementation of the batch normalization layer.
45 //--
46 */
47 
48 #ifndef __BATCH_NORMALIZATION_LAYER_TYPES_H__
49 #define __BATCH_NORMALIZATION_LAYER_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_types.h"
56 
57 namespace daal
58 {
59 namespace algorithms
60 {
61 namespace neural_networks
62 {
63 namespace layers
64 {
71 namespace batch_normalization
72 {
77 enum Method
78 {
79  defaultDense = 0
80 };
81 
86 enum LayerDataId
87 {
88  auxData,
89  auxWeights,
90  auxMean,
91  auxStandardDeviation,
92  auxPopulationMean,
93  auxPopulationVariance,
94  lastLayerDataId = auxPopulationVariance
95 };
96 
100 namespace interface1
101 {
108 /* [Parameter source code] */
109 struct DAAL_EXPORT Parameter: public layers::Parameter
110 {
117  Parameter(double alpha = 0.01, double epsilon = 0.00001, size_t dimension = 1);
118 
119  double alpha;
120  double epsilon;
121  size_t dimension;
122 };
123 /* [Parameter source code] */
124 } // interface1
125 using interface1::Parameter;
126 
127 } // namespace batch_normalization
129 } // namespace layers
130 } // namespace neural_networks
131 } // namespace algorithm
132 } // namespace daal
133 
134 #endif
daal
Definition: algorithm_base_common.h:57
daal::algorithms::neural_networks::layers::batch_normalization::interface1::Parameter
Parameters for the forward and backward batch normalization layers.
Definition: batch_normalization_layer_types.h:109
daal::algorithms::neural_networks::layers::interface1::Parameter
Definition: layer_types.h:110
daal::algorithms::neural_networks::layers::batch_normalization::auxWeights
Definition: batch_normalization_layer_types.h:89
daal::algorithms::neural_networks::layers::batch_normalization::auxStandardDeviation
Definition: batch_normalization_layer_types.h:91
daal::algorithms::neural_networks::layers::batch_normalization::auxMean
Definition: batch_normalization_layer_types.h:90
daal::algorithms::neural_networks::layers::batch_normalization::auxData
Definition: batch_normalization_layer_types.h:88
daal_defines.h
daal::algorithms::neural_networks::layers::batch_normalization::interface1::Parameter::alpha
double alpha
Definition: batch_normalization_layer_types.h:119
daal::algorithms::neural_networks::layers::batch_normalization::defaultDense
Definition: batch_normalization_layer_types.h:79
daal::algorithms::neural_networks::layers::batch_normalization::interface1::Parameter::dimension
size_t dimension
Definition: batch_normalization_layer_types.h:121
daal::algorithms::neural_networks::layers::batch_normalization::Method
Method
Computation methods for the batch normalization layer.
Definition: batch_normalization_layer_types.h:77
daal::algorithms::neural_networks::layers::batch_normalization::auxPopulationMean
Definition: batch_normalization_layer_types.h:92
daal::algorithms::neural_networks::layers::batch_normalization::LayerDataId
LayerDataId
Identifiers of input objects for the backward batch normalization layer and results for the forward b...
Definition: batch_normalization_layer_types.h:86
daal::algorithms::neural_networks::layers::batch_normalization::auxPopulationVariance
Definition: batch_normalization_layer_types.h:93
daal::algorithms::neural_networks::layers::batch_normalization::interface1::Parameter::epsilon
double epsilon
Definition: batch_normalization_layer_types.h:120

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