Is it possible to also load from the last saved checkpoint in case the training failed at some point?

I see you are saving checkpoints every x amount of batches.
(I am new to this) Why exactly are you saving checkpoints if as far as I can see there isn't anything to load them later?
Is it so that the anaconda TensorBoard has something to show?