Hi Frank,
Thank you so much for your advice.  I got it running!
I did exactly what you said, tried it with the cpu and got the following error:
IndexError: Target 5 is out of bounds.

So then I rewrote my class labels to a range of 0 to nClass - 1 and tried again and it worked for cpu and for cuda.  Thank you so much !