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torch.no_grad
tomain
. Without this, this gradients accumulate when doing inference and the memory consumption on longer files explode. Without this fix I was getting OOM errors on 24gb of vram with a 17-minute file. With this change, roughly 9gb of VRAM is used with the same file (and ~1gb when using a small chunk size)re.sub
. This isn't being used and causedrave generate
to fail with windows filepaths (due to\
being incorrectly read as escape characters)