I suppose this isn't theano specific, let me know if I should shift the 
question somewhere else. 

I am trying to perform verification for face recognition. (Binary 
classification)

I trained a CNN using ~1000 examples, and stored the model to file. 

I am now testing this on  ~5000 examples. I seem to be getting something 
very incorrect. When I output the probabilities from logistic regression 
(for each test example I get [1.0, 0.0] this prob distribution). 

Is there a way I could check where the problem lies - in my trained 
parameters or in the test method? 

Any help would be appreciated, thanks. :S

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