I keep hitting NaN value error.

[FeepingCreature]

After a few minutes of training.

[IsaacEthington]

I experienced the same thing. I kept getting NAN errors after just a few minutes. The learning rate may be too large. Did you adjust the learning rate? Try setting it lower. I haven't had any problems since then.