I have created an autoencoder using a separate encoder and decoder as described in this link. Split autoencoder on encoder and decoder keras I am checkpointing my autoencoder as followed. How do I save the encoder and decoder separately corresponding to the autoencoder? Alternatively, can I extract deep encoder and decoder from my save autoencoder? Answer You could try to