o 9wi@sZddlmZddlmZddlmZ     dd ed ed ed ed e dee f ddZdS))Optional) Optimizer)CyclicLR:0yE>MbP? triangular22N optimizermin_lrmax_lrmodepatiencenum_batches_per_epochcKs*td||}t|||||ddddS)aWrapper around CyclicLR learning rate scheduler Parameters ---------- optimizer : Optimizer Optimizer min_lr : float, optional Defaults to 1e-8. max_lr : float, optional Defaults to 1e-3 patience : int, optional Number of epochs per cycle. Defaults to 50. num_batches_per_epoch : int, optional Number of batches per epoch. mode : {"triangular", "triangular2"}, optional Defaults to "triangular2". g?F)base_lrr step_size_upr cycle_momentumstep) schedulerinterval)int _CyclicLR)r r r r r rkwargsrrf/home/ubuntu/sommelier/.venv/lib/python3.10/site-packages/pyannote/audio/cli/lr_schedulers/CyclicLR.pyrsr)rrrrN) typingr torch.optimrtorch.optim.lr_schedulerrrfloatstrrrrrrs*