TMVA::DNN::TAdam< Architecture_t, Layer_t, DeepNet_t > Member List

This is the complete list of members for TMVA::DNN::TAdam< Architecture_t, Layer_t, DeepNet_t >, including all inherited members.

fBeta1	TMVA::DNN::TAdam< Architecture_t, Layer_t, DeepNet_t >	protected
fBeta2	TMVA::DNN::TAdam< Architecture_t, Layer_t, DeepNet_t >	protected
fDeepNet	TMVA::DNN::VOptimizer< Architecture_t, VGeneralLayer< Architecture_t >, TDeepNet< Architecture_t, VGeneralLayer< Architecture_t > > >	protected
fEpsilon	TMVA::DNN::TAdam< Architecture_t, Layer_t, DeepNet_t >	protected
fFirstMomentBiases	TMVA::DNN::TAdam< Architecture_t, Layer_t, DeepNet_t >	protected
fFirstMomentWeights	TMVA::DNN::TAdam< Architecture_t, Layer_t, DeepNet_t >	protected
fGlobalStep	TMVA::DNN::VOptimizer< Architecture_t, VGeneralLayer< Architecture_t >, TDeepNet< Architecture_t, VGeneralLayer< Architecture_t > > >	protected
fLearningRate	TMVA::DNN::VOptimizer< Architecture_t, VGeneralLayer< Architecture_t >, TDeepNet< Architecture_t, VGeneralLayer< Architecture_t > > >	protected
fSecondMomentBiases	TMVA::DNN::TAdam< Architecture_t, Layer_t, DeepNet_t >	protected
fSecondMomentWeights	TMVA::DNN::TAdam< Architecture_t, Layer_t, DeepNet_t >	protected
GetBeta1() const	TMVA::DNN::TAdam< Architecture_t, Layer_t, DeepNet_t >	inline
GetBeta2() const	TMVA::DNN::TAdam< Architecture_t, Layer_t, DeepNet_t >	inline
GetEpsilon() const	TMVA::DNN::TAdam< Architecture_t, Layer_t, DeepNet_t >	inline
GetFirstMomentBiases()	TMVA::DNN::TAdam< Architecture_t, Layer_t, DeepNet_t >	inline
GetFirstMomentBiasesAt(size_t i)	TMVA::DNN::TAdam< Architecture_t, Layer_t, DeepNet_t >	inline
GetFirstMomentWeights()	TMVA::DNN::TAdam< Architecture_t, Layer_t, DeepNet_t >	inline
GetFirstMomentWeightsAt(size_t i)	TMVA::DNN::TAdam< Architecture_t, Layer_t, DeepNet_t >	inline
GetGlobalStep() const	TMVA::DNN::VOptimizer< Architecture_t, VGeneralLayer< Architecture_t >, TDeepNet< Architecture_t, VGeneralLayer< Architecture_t > > >	inline
GetLayerAt(size_t i)	TMVA::DNN::VOptimizer< Architecture_t, VGeneralLayer< Architecture_t >, TDeepNet< Architecture_t, VGeneralLayer< Architecture_t > > >	inline
GetLayers()	TMVA::DNN::VOptimizer< Architecture_t, VGeneralLayer< Architecture_t >, TDeepNet< Architecture_t, VGeneralLayer< Architecture_t > > >	inline
GetLearningRate() const	TMVA::DNN::VOptimizer< Architecture_t, VGeneralLayer< Architecture_t >, TDeepNet< Architecture_t, VGeneralLayer< Architecture_t > > >	inline
GetSecondMomentBiases()	TMVA::DNN::TAdam< Architecture_t, Layer_t, DeepNet_t >	inline
GetSecondMomentBiasesAt(size_t i)	TMVA::DNN::TAdam< Architecture_t, Layer_t, DeepNet_t >	inline
GetSecondMomentWeights()	TMVA::DNN::TAdam< Architecture_t, Layer_t, DeepNet_t >	inline
GetSecondMomentWeightsAt(size_t i)	TMVA::DNN::TAdam< Architecture_t, Layer_t, DeepNet_t >	inline
IncrementGlobalStep()	TMVA::DNN::VOptimizer< Architecture_t, VGeneralLayer< Architecture_t >, TDeepNet< Architecture_t, VGeneralLayer< Architecture_t > > >	inline
Matrix_t typedef	TMVA::DNN::TAdam< Architecture_t, Layer_t, DeepNet_t >
Scalar_t typedef	TMVA::DNN::TAdam< Architecture_t, Layer_t, DeepNet_t >
SetLearningRate(size_t learningRate)	TMVA::DNN::VOptimizer< Architecture_t, VGeneralLayer< Architecture_t >, TDeepNet< Architecture_t, VGeneralLayer< Architecture_t > > >	inline
Step()	TMVA::DNN::VOptimizer< Architecture_t, VGeneralLayer< Architecture_t >, TDeepNet< Architecture_t, VGeneralLayer< Architecture_t > > >
TAdam(DeepNet_t &deepNet, Scalar_t learningRate=0.001, Scalar_t beta1=0.9, Scalar_t beta2=0.999, Scalar_t epsilon=1e-8)	TMVA::DNN::TAdam< Architecture_t, Layer_t, DeepNet_t >
UpdateBiases(size_t layerIndex, std::vector< Matrix_t > &biases, const std::vector< Matrix_t > &biasGradients)	TMVA::DNN::TAdam< Architecture_t, Layer_t, DeepNet_t >	protectedvirtual
UpdateWeights(size_t layerIndex, std::vector< Matrix_t > &weights, const std::vector< Matrix_t > &weightGradients)	TMVA::DNN::TAdam< Architecture_t, Layer_t, DeepNet_t >	protectedvirtual
VOptimizer(Scalar_t learningRate, TDeepNet< Architecture_t, VGeneralLayer< Architecture_t > > &deepNet)	TMVA::DNN::VOptimizer< Architecture_t, VGeneralLayer< Architecture_t >, TDeepNet< Architecture_t, VGeneralLayer< Architecture_t > > >
~TAdam()=default	TMVA::DNN::TAdam< Architecture_t, Layer_t, DeepNet_t >
~VOptimizer()=default	TMVA::DNN::VOptimizer< Architecture_t, VGeneralLayer< Architecture_t >, TDeepNet< Architecture_t, VGeneralLayer< Architecture_t > > >	virtual