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Train args #33

Description

@robmarkcole

Hi
I would like to reproduce the results on https://kappazeta.ee/blog/make-the-globe-cloud-free-with-kappamaskv2 and I am using pytorch.

I request info:

  • num_train_samples = ?
  • num_val_samples = ? # I assume you would rather sample over the year?
  • learning_rate = 0.001 # was this used as starting? Noting ReduceLROnPlateau(monitor="val_loss", factor=0.5, patience=30, mode='min', min_delta=0.0001, cooldown=0, min_lr=0
  • batch_size = ?
  • num_epochs = ? # noting EarlyStopping(monitor="val_loss", mode='min', patience=50)
  • input_shape = (512, 512, 10) # I note 13 here

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