Neural Network Performance plot not showing validation set

When training a large neural network the green validation line appears neither on the graph nor in the key/legend box. For smaller versions of the same dataset I do see the green validation line.

What causes this and how to fix?

[Muhammad Anaqi Muhamad Afendi]

I have the same problem : (