24 #ifndef __BATCH_NORMALIZATION_LAYER_TYPES_H__
25 #define __BATCH_NORMALIZATION_LAYER_TYPES_H__
27 #include "algorithms/algorithm.h"
28 #include "data_management/data/tensor.h"
29 #include "data_management/data/homogen_tensor.h"
30 #include "services/daal_defines.h"
31 #include "algorithms/neural_networks/layers/layer_types.h"
37 namespace neural_networks
47 namespace batch_normalization
69 auxPopulationVariance,
70 lastLayerDataId = auxPopulationVariance
86 struct DAAL_EXPORT Parameter:
public layers::Parameter
95 Parameter(
double alpha = 0.01,
double epsilon = 0.00001,
size_t dimension = 1);
103 using interface1::Parameter;
daal::algorithms::neural_networks::layers::batch_normalization::interface1::Parameter
Parameters for the forward and backward batch normalization layers.
Definition: batch_normalization_layer_types.h:86
daal::algorithms::neural_networks::layers::batch_normalization::auxPopulationMean
Definition: batch_normalization_layer_types.h:68
daal::algorithms::neural_networks::layers::batch_normalization::auxPopulationVariance
Definition: batch_normalization_layer_types.h:69
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:62
daal::algorithms::neural_networks::layers::batch_normalization::auxMean
Definition: batch_normalization_layer_types.h:66
daal::algorithms::neural_networks::layers::batch_normalization::interface1::Parameter::alpha
double alpha
Definition: batch_normalization_layer_types.h:97
daal::algorithms::neural_networks::layers::batch_normalization::interface1::Parameter::dimension
size_t dimension
Definition: batch_normalization_layer_types.h:99
daal::algorithms::neural_networks::layers::batch_normalization::defaultDense
Definition: batch_normalization_layer_types.h:55
daal::algorithms::neural_networks::layers::batch_normalization::Method
Method
Computation methods for the batch normalization layer.
Definition: batch_normalization_layer_types.h:53
daal::algorithms::neural_networks::layers::batch_normalization::interface1::Parameter::epsilon
double epsilon
Definition: batch_normalization_layer_types.h:98
daal::algorithms::neural_networks::layers::batch_normalization::auxStandardDeviation
Definition: batch_normalization_layer_types.h:67
daal::algorithms::neural_networks::layers::batch_normalization::auxData
Definition: batch_normalization_layer_types.h:64
daal::algorithms::neural_networks::layers::batch_normalization::auxWeights
Definition: batch_normalization_layer_types.h:65