MachineIntelligenceCore:NeuralNets
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mic::neural_nets::optimization::AdamID< eT > Member List

This is the complete list of members for mic::neural_nets::optimization::AdamID< eT >, including all inherited members.

AdamID(size_t rows_, size_t cols_, eT beta1_=0.9, eT beta2_=0.999, eT eps_=1e-8)mic::neural_nets::optimization::AdamID< eT >inline
beta1mic::neural_nets::optimization::AdamID< eT >protected
beta1_powtmic::neural_nets::optimization::AdamID< eT >protected
beta2mic::neural_nets::optimization::AdamID< eT >protected
beta2_powtmic::neural_nets::optimization::AdamID< eT >protected
calculateUpdate(mic::types::MatrixPtr< eT > x_, mic::types::MatrixPtr< eT > dx_, eT learning_rate_)mic::neural_nets::optimization::AdamID< eT >inlinevirtual
deltamic::neural_nets::optimization::AdamID< eT >protected
dx_prevmic::neural_nets::optimization::AdamID< eT >protected
Edxmic::neural_nets::optimization::AdamID< eT >protected
Edx2mic::neural_nets::optimization::AdamID< eT >protected
epsmic::neural_nets::optimization::AdamID< eT >protected
OptimizationFunction()mic::neural_nets::optimization::OptimizationFunction< eT >inline
update(mic::types::MatrixPtr< eT > p_, mic::types::MatrixPtr< eT > dp_, eT learning_rate_, eT decay_=0.0)mic::neural_nets::optimization::OptimizationFunction< eT >inlinevirtual
update(mic::types::MatrixPtr< eT > p_, mic::types::MatrixPtr< eT > x_, mic::types::MatrixPtr< eT > y_, eT learning_rate_=0.001)mic::neural_nets::optimization::OptimizationFunction< eT >inlinevirtual
~OptimizationFunction()mic::neural_nets::optimization::OptimizationFunction< eT >inlinevirtual