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) optimizer with bias correction.

beta1
exponential decay rate for first moment (default 0.9)
beta2
exponential decay rate for second moment (default 0.999)
epsilon
numerical stability constant (default 1e-8)