Found Inf or NaN in globalnorm during training the model

[SiddeshkanthLogonathan]

during training there happens to be an error and I can't train the ltsm-vae model. I've read some recommendations such as reduce batch size or reduce learning rate or use AdamOptimizer. Even after all of the possible solutions, I still get this error.