o 9wiF @shddlmZmZddlmZddlmZ      dd ed eed eed ededede fddZdS))OptionalText) Optimizer)ReduceLROnPlateauNmin:0yE>MbP??2 optimizermonitor directionmin_lrmax_lrfactorpatiencec Ks:|jD]}||d<qt||||ddd|ddd d|d d S) aVWrapper around ReduceLROnPlateau learning rate scheduler Parameters ---------- optimizer : Optimizer Optimizer min_lr : float, optional Defaults to 1e-8. max_lr : float, optional Defaults to 1e-3 factor : float, optional Defaults to 0.5 patience : int, optional Wait that many epochs with no improvement before reducing the learning rate. Defaults to 50. monitor : str, optional Value to monitor direction : {"min", "max"}, optional "min" (resp. "max") means smaller (resp. larger) is better. lrg-C6?relrrF) moderr thresholdthreshold_modecooldownrepsverboseepochT) schedulerintervalr strict) param_groups_ReduceLROnPlateau) r r r rrrrkwargsgr"o/home/ubuntu/sommelier/.venv/lib/python3.10/site-packages/pyannote/audio/cli/lr_schedulers/ReduceLROnPlateau.pyrs$  r)Nrrrr r ) typingrr torch.optimrtorch.optim.lr_schedulerrrfloatintr"r"r"r#s0