I would like to use multiple GPUs in my custom Theano operation as 
in 
http://deeplearning.net/software/theano_versions/dev/tutorial/using_gpu.html#id1
However, `theano.misc.pycuda_init` seems to be missing and initializing 
Pycuda after Theano produces memory issues unless I restrict them to there 
respective half.

What is the proper way to use the GPU in the `preform` method of my Theano 
operations?

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