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Loss becomes NAN with the Glow model #9

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ashispati opened this issue Jul 9, 2020 · 2 comments
Open

Loss becomes NAN with the Glow model #9

ashispati opened this issue Jul 9, 2020 · 2 comments

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@ashispati
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The loss for the Glow model becomes NAN (sometimes). I have only tested it with the half-moons dataset with the default model in the Jupyter notebook. Did not face the same issue with the other models.

Screen Shot 2020-07-09 at 10 51 48 AM

Screen Shot 2020-07-09 at 10 51 19 AM
@YeonwooSung
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For NaN values, you may try decreasing batch size.

@richardrl
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@YeonwooSung Why? Also, this issue seems to happen often

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@richardrl @ashispati @YeonwooSung