Log var can become negative and explode

[snie2012]

The loss function can optimize in a way that keep decreasing the log_var values, which I observe in my experiments. One simple solution is to do torch.abs(log_var). Any thoughts on how this might affect the formulation of the deductions?

[YangLeiSX]

I have encountered the same situation during my training, do you have any better solutions?