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Can't parallelize model training with sc.parallelize, even tough I can run the same code without parallelizing

rubenteixeira
New Contributor III

I'm training a NeuralProphet for a time series forecasting problem. I'm trying to parallelize my training, but this error is appearing

imageimage.pngThe folder lightning_logs has a hparams.yaml but it's empty. Is this related to permissions on the cluster? Thanks in advance

2 REPLIES 2

Debayan
Esteemed Contributor III

Hi,

Please let us know if this was checked already:

image

How would I check it? The error is coming from the line 21, "train = m.fit(df=df_train, freq="M")", that previously ran with no problems. Here's the code:

MicrosoftTeams-image (1)- copyWhen I run the neural_prophet_cv function without the parallelize, this is the result:

MicrosoftTeams-imageI suspect I don't have permissions writing permissions from the cluster

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