News for hackers. Stuff that matters.
Re:Colab Pro by eru on Sunday February 09, 2020 @10:36AM (#22282572)
You can work around that by saving your model and reloading.
Re:Colab Pro by ampdepolymerase on Sunday February 09, 2020 @11:53AM (#22282988)
Can you elaborate on this?
Re:Colab Pro by PeterisP on Sunday February 09, 2020 @05:59PM (#22284924)
Have model training make checkpoints every five minutes. When the training gets interrupted, just restart it on a new instance from the last checkpoint. Repeat as necessary until hundreds of hours of training is completed.
Re:Colab Pro by eru on Sunday February 09, 2020 @09:43PM (#22285995)
Yes, exactly. To add one more detail: mount your Google Drive and save the checkpoint there.
Re:Colab Pro by PeterisP on Monday February 10, 2020 @05:18AM (#22287836)
Cloud storage bucket works better than Google Drive for both training data and checkpoints; and if you're doing training on TPUs, then I believe that you must do the data exchange via cloud storage.
Re:Colab Pro by eru on Monday February 10, 2020 @09:52AM (#22289553)
OK, that also works. Just don't rely solely on the storage that comes with your notebook instance.