Fit-save-unfreeze-fit-load


#1

Hi,

When we:

  1. fit with a pre-trained model
  2. save
  3. unfreeze
  4. fit
  5. load what we saved in step 2,

are we overwriting the weights/activations on the final layers with the saved version? I mean, do we end up with:

  • weights on the final layers according to the fit from step 1; and
  • weights on the earlier layers according to the fit from step 4?

The weights we get at the end of step 5 is not the same as that we got at the end of step 1, correct?

Thanks!