22 #ifndef __LRN_LAYER_TYPES_H__
23 #define __LRN_LAYER_TYPES_H__
25 #include "algorithms/algorithm.h"
26 #include "data_management/data/tensor.h"
27 #include "data_management/data/homogen_tensor.h"
28 #include "data_management/data/homogen_numeric_table.h"
29 #include "services/daal_defines.h"
30 #include "algorithms/neural_networks/layers/layer_types.h"
36 namespace neural_networks
63 auxData = layers::lastLayerInputLayout + 1,
65 lastLayerDataId = auxSmBeta
81 class DAAL_EXPORT Parameter:
public layers::Parameter
93 data_management::NumericTablePtr dimension_ = data_management::HomogenNumericTable<size_t>::create(1, 1, data_management::NumericTableIface::doAllocate, 1),
94 const double kappa_ = 2,
95 const double alpha_ = 1.0e-04,
96 const double beta_ = 0.75,
97 const size_t nAdjust_ = 5 );
99 data_management::NumericTablePtr dimension;
111 virtual services::Status check()
const;
116 using interface1::Parameter;
daal::algorithms::neural_networks::layers::lrn::interface1::Parameter::dimension
data_management::NumericTablePtr dimension
Definition: lrn_layer_types.h:99
daal
Definition: algorithm_base_common.h:31
daal::algorithms::neural_networks::layers::lrn::Method
Method
Computation methods for the local response normalization layer.
Definition: lrn_layer_types.h:52
daal::algorithms::neural_networks::layers::lrn::defaultDense
Definition: lrn_layer_types.h:54
daal::algorithms::neural_networks::layers::lrn::interface1::Parameter::beta
double beta
Definition: lrn_layer_types.h:103
daal::algorithms::neural_networks::layers::lrn::interface1::Parameter::alpha
double alpha
Definition: lrn_layer_types.h:102
daal::algorithms::neural_networks::layers::lrn::interface1::Parameter::nAdjust
size_t nAdjust
Definition: lrn_layer_types.h:104
daal::algorithms::neural_networks::layers::lrn::interface1::Parameter::kappa
double kappa
Definition: lrn_layer_types.h:101
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:61
daal::algorithms::neural_networks::layers::lrn::auxData
Definition: lrn_layer_types.h:63
daal::algorithms::neural_networks::layers::lrn::interface1::Parameter
Parameters for the local response normalization layer.
Definition: lrn_layer_types.h:81
daal::algorithms::neural_networks::layers::lrn::auxSmBeta
Definition: lrn_layer_types.h:64