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Validation Loss is `inf`

Open jmiller656 opened this issue 4 years ago • 1 comments

I've run into issues where the validation loss is inf during training. I think there might be an issue with the loss function

jmiller656 avatar Jan 31 '21 04:01 jmiller656

This has happened to me when there are 0’s in the audio data, because the loss calculation would divide by 0. A more robust loss calculation would be a good idea. Thanks for bringing this up!

GuitarML avatar Feb 01 '21 13:02 GuitarML