48 #ifndef __LRN_LAYER_TYPES_H__ 49 #define __LRN_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 "data_management/data/homogen_numeric_table.h" 55 #include "services/daal_defines.h" 56 #include "algorithms/neural_networks/layers/layer_types.h" 62 namespace neural_networks
89 auxData = layers::lastLayerInputLayout + 1,
91 lastLayerDataId = auxSmBeta
107 class DAAL_EXPORT Parameter:
public layers::Parameter
119 data_management::NumericTablePtr dimension_ = data_management::HomogenNumericTable<size_t>::create(1, 1, data_management::NumericTableIface::doAllocate, 1),
120 const double kappa_ = 2,
121 const double alpha_ = 1.0e-04,
122 const double beta_ = 0.75,
123 const size_t nAdjust_ = 5 );
125 data_management::NumericTablePtr dimension;
137 virtual services::Status check()
const;
142 using interface1::Parameter;
daal::algorithms::neural_networks::layers::lrn::interface1::Parameter::dimension
data_management::NumericTablePtr dimension
Definition: lrn_layer_types.h:125
daal::services::interface1::Status
Class that holds the results of API calls. In case of API routine failure it contains the list of err...
Definition: error_handling.h:491
daal
Definition: algorithm_base_common.h:57
daal::algorithms::neural_networks::layers::interface1::Parameter
Definition: layer_types.h:110
daal::algorithms::neural_networks::layers::lrn::interface1::Parameter::beta
double beta
Definition: lrn_layer_types.h:129
daal::algorithms::neural_networks::layers::lrn::auxSmBeta
Definition: lrn_layer_types.h:90
daal::algorithms::neural_networks::layers::lrn::Method
Method
Computation methods for the local response normalization layer.
Definition: lrn_layer_types.h:78
daal::algorithms::neural_networks::layers::lrn::interface1::Parameter::alpha
double alpha
Definition: lrn_layer_types.h:128
daal::algorithms::neural_networks::layers::lrn::auxData
Definition: lrn_layer_types.h:89
daal::algorithms::neural_networks::layers::lrn::defaultDense
Definition: lrn_layer_types.h:80
daal::algorithms::neural_networks::layers::lrn::interface1::Parameter::nAdjust
size_t nAdjust
Definition: lrn_layer_types.h:130
daal::data_management::interface1::NumericTableIface::doAllocate
Definition: numeric_table.h:313
daal::algorithms::neural_networks::layers::lrn::interface1::Parameter::kappa
double kappa
Definition: lrn_layer_types.h:127
daal::data_management::interface1::HomogenNumericTable
Class that provides methods to access data stored as a contiguous array of homogeneous feature vector...
Definition: homogen_numeric_table.h:76
daal::algorithms::neural_networks::layers::lrn::interface1::Parameter
Parameters for the local response normalization layer.
Definition: lrn_layer_types.h:107
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:87