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  • Removing unnecessary training steps
  • Fixing for datadriven mode

@dario-coscia dario-coscia force-pushed the fix_competitive_pinn branch from 4870e22 to b9da605 Compare March 1, 2025 10:46
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@GiovanniCanali GiovanniCanali left a comment

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Hi @dario-coscia! Thank you for fixing competitive pinns.
The supervised training now works well, and the code looks more elegant.

However, by running some preliminary tests, I have noticed that the loss being logged is weighted by the discriminator bets. Please, log only unweighted losses.

@GiovanniCanali GiovanniCanali merged commit f7efb22 into 0.2 Mar 1, 2025
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@GiovanniCanali GiovanniCanali deleted the fix_competitive_pinn branch March 1, 2025 14:03
@dario-coscia
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Hi @dario-coscia! Thank you for fixing competitive pinns. The supervised training now works well, and the code looks more elegant.

However, by running some preliminary tests, I have noticed that the loss being logged is weighted by the discriminator bets. Please, log only unweighted losses.

Hi! By default, training logs the weighted loss while validation and testing the unweighted ones.

dario-coscia added a commit that referenced this pull request Mar 3, 2025
dario-coscia added a commit that referenced this pull request Mar 3, 2025
ndem0 pushed a commit to ndem0/PINA that referenced this pull request Mar 3, 2025
dario-coscia added a commit that referenced this pull request Mar 12, 2025
FilippoOlivo pushed a commit that referenced this pull request Mar 13, 2025
ndem0 pushed a commit that referenced this pull request Mar 19, 2025
dario-coscia added a commit that referenced this pull request Apr 17, 2025
GiovanniCanali pushed a commit to GiovanniCanali/PINA that referenced this pull request Dec 2, 2025
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3 participants