Add minimum requirements (gpu memory) to notebooks

[loomlike]

To use gpu for training, users will need certain size of gpu memory, depending on the image and batch size. Would be good to have minimum requirements to each notebook to use the default parameters shown in the notebook.

I got an gpu memory error while testing the training notebook from my laptop which has a tiny gpu (gtx1050 2g).