Hi Fred, thanks for responding.  Maybe I'm missing something, but I really 
can't see how `ifelse` helps here.

I'm guessing you're referring to the solution in this post, 
<https://groups.google.com/forum/#!topic/theano-users/pFcCxROBC5k> but I 
can't see how it would apply here.

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