I don't see any significant speed up. also with defaults according to --help

  -b,    --batch-size N                   logical maximum batch size (default: 2048)
  -ub,   --ubatch-size N                  physical maximum batch size (default: 512)

I also tried double the default. that also means that they can be left to default settings, apparently.