take_hamster:

Is it possible to recover a network that has already been re-compiled ?


The network weights yes but not exactly the optimizer state if you haven’t saved the model or used a trick like this.
You could always try to adapt the initial learning rate as a rought proxy to not break to much your learned network weights.