Yes but I do not know apriori which checkpoint is the best. I trained the model on another file and saved some of the checkpoints. Yes, I can track down the best checkpoint in the first file but it is not an optimal solution.
I believe that an ideal solution would be to only save the best checkpoint, or overwrite the existing checkpoint when model improves so that in the end I only have one model actually.
Is what I want more clear now?
Is there a way to save only the best checkpoint instead of many?