24 #ifndef __LRN_LAYER_TYPES_H__
25 #define __LRN_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 "data_management/data/homogen_numeric_table.h"
31 #include "services/daal_defines.h"
32 #include "algorithms/neural_networks/layers/layer_types.h"
38 namespace neural_networks
65 auxData = layers::lastLayerInputLayout + 1,
67 lastLayerDataId = auxSmBeta
83 class DAAL_EXPORT Parameter:
public layers::Parameter
95 DAAL_DEPRECATED Parameter(
96 data_management::NumericTablePtr dimension_ = data_management::HomogenNumericTable<size_t>::create(1, 1, data_management::NumericTableIface::doAllocate, 1),
97 const double kappa_ = 2,
98 const double alpha_ = 1.0e-04,
99 const double beta_ = 0.75,
100 const size_t nAdjust_ = 5 );
102 data_management::NumericTablePtr dimension;
115 DAAL_DEPRECATED_VIRTUAL
virtual services::Status check()
const;
120 using interface1::Parameter;
daal::algorithms::neural_networks::layers::lrn::interface1::Parameter::dimension
data_management::NumericTablePtr dimension
Definition: lrn_layer_types.h:102
daal::algorithms::neural_networks::layers::lrn::defaultDense
Definition: lrn_layer_types.h:56
daal::algorithms::neural_networks::layers::lrn::interface1::Parameter::beta
double beta
Definition: lrn_layer_types.h:106
daal::algorithms::neural_networks::layers::lrn::interface1::Parameter::kappa
double kappa
Definition: lrn_layer_types.h:104
daal::algorithms::neural_networks::layers::lrn::interface1::Parameter
Parameters for the local response normalization layer.
Definition: lrn_layer_types.h:83
daal::algorithms::neural_networks::layers::lrn::auxData
Definition: lrn_layer_types.h:65
daal::algorithms::neural_networks::layers::lrn::auxSmBeta
Definition: lrn_layer_types.h:66
daal::algorithms::neural_networks::layers::lrn::Method
Method
Computation methods for the local response normalization layer.
Definition: lrn_layer_types.h:54
daal::algorithms::neural_networks::layers::lrn::LayerDataId
LayerDataId
Identifiers of input objects for the backward stage and results for the forward stage of the local re...
Definition: lrn_layer_types.h:63
daal::algorithms::neural_networks::layers::lrn::interface1::Parameter::nAdjust
size_t nAdjust
Definition: lrn_layer_types.h:107
daal::algorithms::neural_networks::layers::lrn::interface1::Parameter::alpha
double alpha
Definition: lrn_layer_types.h:105