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Avoiding to copy a config file already placed in the logging dir #481

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Avoiding to copy a config file already placed in the logging dir #481

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8 changes: 7 additions & 1 deletion terratorch/cli_tools.py
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Original file line number Diff line number Diff line change
Expand Up @@ -342,8 +342,14 @@ def setup(self, trainer: Trainer, pl_module: LightningModule, stage: str) -> Non

# broadcast so that all ranks are in sync on future calls to .setup()
self.already_saved = trainer.strategy.broadcast(self.already_saved)

# Copying config file to log dir
shutil.copyfile(self.config_path_original, self.config_path_new)
# This is used to copy the exact original yaml file in the log
# directory in order to facilitate the reproducibility
if not os.path.samefile(self.config_path_original, self.config_path_new):
# When the file being used is already in the log directory, this
# operation is not necessary
shutil.copyfile(self.config_path_original, self.config_path_new)

class StateDictAwareModelCheckpoint(ModelCheckpoint):
# necessary as we wish to have one model checkpoint with only state dict and one with standard lightning checkpoints
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