Allow setting num_cycles for cosine_with_restarts lr scheduler #3606
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Expose
num_cycles
kwarg ofget_schedule()
throughargs.lr_num_cycles
. This is similar to the implementation in current controlnet training script and other training scripts.Note: different from the current controlnet training script, I scale
args.lr_num_cycles
bygradient_accumulation_steps
, which seems to give the correct behavior.