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GAROM loggers (#181)

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* adding loggers for GAROM solver

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Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.local>
This commit is contained in:
Dario Coscia
2023-10-06 15:47:06 +02:00
committed by Nicola Demo
parent cc3332b519
commit 80b4b43460
1 changed files with 6 additions and 0 deletions
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6
pina/solvers/garom.py
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@@ -231,6 +231,12 @@ class GAROM(SolverInterface):
self.k += self.lambda_k * diff.item() self.k += self.lambda_k * diff.item()
self.k = min(max(self.k, 0), 1) # Constraint to interval [0, 1] self.k = min(max(self.k, 0), 1) # Constraint to interval [0, 1]
# logging
self.log('mean_loss', float(r_loss), prog_bar=True, logger=True)
self.log('d_loss', float(d_loss), prog_bar=True, logger=True)
self.log('g_loss', float(g_loss), prog_bar=True, logger=True)
self.log('stability_metric', float(d_loss_real + torch.abs(diff)), prog_bar=True, logger=True)
else: else:
raise NotImplementedError('GAROM works only in data-driven mode.') raise NotImplementedError('GAROM works only in data-driven mode.')