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Loss weight ranges too limited for multi-head models #1971

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talmo opened this issue Sep 23, 2024 · 1 comment
Open

Loss weight ranges too limited for multi-head models #1971

talmo opened this issue Sep 23, 2024 · 1 comment
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@talmo
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talmo commented Sep 23, 2024

In the GUI, the numeric textbox for adjusting the relative loss weights for the different heads is really not great at the moment.

Issues:

  1. It doesn't let you go below 0.01, but usually we want to move in orders of magnitude (e.g., to reweight supervised classification vs confmaps loss). You can get around this by increasing the loss weight of the other heads to get the equivalent weighting, but it's not ideal.
  2. Clicking on the up/down arrows should x10/x0.1 the value.
  3. You can go negative, which doesn't make any sense for loss scaling.
@talmo talmo added the bug Something isn't working label Sep 23, 2024
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