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Disable multiple checkpoints

Open Aryagm opened this issue 3 years ago • 0 comments

Hi,

AutoKeras saves checkpoints for each epoch for all trials. This can take up several gigabytes of disk space for even relatively small datasets.

This is a challenge when working in environments with constraints (like kaggle notebooks, where you can save a maximum of 19 gigs). Is there an option to reduce the amount of disk space needed? Maybe only saving a checkpoint only if it is the best performing so far?

Thanks,

Aryagm avatar Dec 09 '21 22:12 Aryagm