e from fixed_small,
fixed_small_log, fixed_large, fixed_large_log, learned or learned_range.


clip_sample (bool, default True) —
option to clip predicted sample for numerical stability.


clip_sample_range (float, default 1.0) —
the maximum magnitude for sample clipping. Valid only when clip_sample=True.


prediction_type (str, default epsilon, optional) —
prediction type of the scheduler function, one of epsilon (predicting the noise of the d