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I'm very new to training on bigger datasets and would appreciate some advice.

I have a very large dataset that I am training on Google Colab. Colab has a 12-hour period, and it stops the runtime.

I have built-in checkpoints every so often.

If Colab bombs out, can I continue training again using the weights from the last checkpoint? Can I keep doing this? At what point would I stop? When would it be too much?

(I'm generating images)

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