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Comment by userhacker

For revoldiv.com we have profiled, many gpus, the best one is 4090. We do a lot of intelligent chunking and detect word boundaries and run the model in parallel in multiple gpus and we get about 40 to 50 seconds for an hour long audio but without expect 7 minutes for an hour long audio on tesla t4

  on tesla-t4-30gb-memory-8vcpu google cloud
   on tiny and tiny.en
    for 10 minute = 30 seconds
   on medium
    for 10 minute = 1m 30s
    for 60 minute = 7m
   on large
    for 60 miutes = 13m
  on NVIDIA GeForce RTX 4090
   on tiny
    for 10-minute = 5.5 seconds
    for 60-minute = 35 seconds
   on base
    for 10-minute = 7 seconds
    for 60-minute = 50 seconds
   on small
    for 10-minute = 14 seconds
    for 60-minute = 1 min 35 sec
   on medium
    for 10-minute = 26 seconds
    for 60-minute = 3 mins
   on large
    for 10-minute = 40 seconds
    for 60-minute = 3 min 54 sec
parent userhacker 3 years ago

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