chickadee » nanograd » make-adam

make-adam parameters #!key (learning-rate 0.001) (beta1 0.9) (beta2 0.999) (epsilon 1e-08) (weight-decay 0.0)procedure

Adam (adaptive moment estimation) with bias correction.

beta1
decay rate of the first moment (default 0.9)
beta2
decay rate of the second moment (default 0.999)
epsilon
numerical stability constant (default 1e-8)
weight-decay
L2 regularization factor, added to the gradient (default 0.0)