o iQ@sdZededdZdZdZdZdZdZd ZeeeZ e eed Z ee Z ee Z ed e d d e eddedede d deded dede d de dddS)zADAPTIVE BATCH SIZEzNAdaptive batch size: using grouping batch sampler, frames_per_gpu fixed fed inzC -> least padding, gather wavs with accumulated frames in a batch i2ti]iOiizepochs should be set to: z.0fz (z.1fz x gd_acum )z#progress_bar should show approx. 0/z updatesztotal z hourszmini-batch of z frames, z.2fz hours per mini-batchN) __doc__print total_hoursmel_hop_lengthmel_sampling_ratewanted_max_updatesgpusframes_per_gpu grad_accummini_batch_framesmini_batch_hoursupdates_per_epochepochsrrR/home/ubuntu/.local/lib/python3.10/site-packages/f5_tts/scripts/count_max_epoch.pys$ $