48 #ifndef __BATCH_NORMALIZATION_LAYER_TYPES_H__ 49 #define __BATCH_NORMALIZATION_LAYER_TYPES_H__ 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" 61 namespace neural_networks
71 namespace batch_normalization
93 auxPopulationVariance,
94 lastLayerDataId = auxPopulationVariance
109 struct DAAL_EXPORT Parameter:
public layers::Parameter
117 Parameter(
double alpha = 0.01,
double epsilon = 0.00001,
size_t dimension = 1);
125 using interface1::Parameter;
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::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