Hi,
I have tried to run your project and it works, however, the result was wrong:
In the first to the third epoch, the joints were visible in the video, though the results were chaotic, and after the fourth epoch, the bones disappeared.
I just use the original dataset from "edinburgh_locomotion_mocap_dataset".