good call, thanks, We already set our input variables in predict() to volatile=True. My impression is that GPU memory left committed from the training is being ‘hoarded’ and it is that memory that I would like to clear / free / repurpose. (I actually tried setting volatile=False, to all my variables in the predict method, but that didn’t fix the memory ‘leak’)