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boulos
on Jan 5, 2018
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Introducing Preemptible GPUs
Losing some work in exchange for a large discount is still a good trade though. It's a non-goal to provide 100% efficiency :).
argonaut
on Jan 5, 2018
[–]
My point is, you would have to write a nontrivial amount of code to get this working. It would not work out of the box with Keras right now, for example.
boulos
on Jan 5, 2018
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parent
[–]
I think you skipped over my first comment. This is built into Keras (and was the second result on Google for 'keras checkpoint'):
https://keras.io/callbacks/#example-model-checkpoints
I don't consider that a nontrivial amount of code to write. Am I missing something?
argonaut
on Jan 13, 2018
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I am well aware of Keras' checkpoint code. It only supports checkpointing every epoch. So no, it does not work out of the box with Keras.
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