Hi guys:

   I want to concatenate two tensor so I'm using the concatenate to do that.
   However, I found it takes 2s to finish one concatenate operation no 
matter the size of tensor.
   It's especially time unacceptable especially when incorporating multiple 
concatenation in my code.  
   Is there any way to solve or replace this operation?
   
   By the way, my gpu is TITAN X with cnmem = 0.75, the cuDNN version is 
4004, the cuda version is 7.0 and theano version is 0.82

    Thanks 
    Xiao

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