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[tune] Preferred way to write to head node file system? #3904

@nmatthews-asapp

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@nmatthews-asapp

In all Tune examples, save is implemented as a simple write to a directory. This would write to the local node's file system right? How does a different worker node load from the checkpoint if that checkpoint file is on a different worker?
e.g.

def _save(self, checkpoint_dir):

It would be helpful if this behavior was addressed in the documentation

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