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fix writer in train module #87

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Merged
SarahAlidoost merged 1 commit into from
Aug 20, 2026
Merged

fix writer in train module #87

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6 changes: 6 additions & 0 deletions climanet/train.py
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Original file line number Diff line number Diff line change
Expand Up @@ -154,6 +154,9 @@ def train_monthly_model(
avg_train_loss = epoch_loss.item() / num_batches
avg_epoch_loss = avg_train_loss # Initially use training loss

if training_config.store_logs:
writer.add_scalar("Loss/train", avg_train_loss, epoch)

# Validation loss (optional)
if dataset_validation is not None:
prediction_config = PredictionConfig(
Expand All @@ -175,6 +178,9 @@ def train_monthly_model(
)
avg_epoch_loss = avg_val_loss

if training_config.store_logs:
writer.add_scalar("Loss/validation", avg_val_loss, epoch)

if (
training_config.verbose
and epoch % training_config.verbose_epoch_interval == 0
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