Unclear best model configuration

Hi, thanks for releasing the code. However, how can I train "the best model" myself? Such a configuration is missing in `hyperparams.py` (`simple_params` does not correspond to it and makes many random choices anyway). Also, one cannot fully reconstruct it from `best_vae_model.json`, especially regarding optimization details.
