Yes, it's supported, I'm using it right now (CUDA 8.0 on Ubuntu 14.04):

>>> import theano
Using gpu device 0: TITAN X (Pascal) (CNMeM is enabled with initial size: 
30.0% of memory, cuDNN 5105)
>>> print theano.__version__
0.9.0dev3.dev-20fd30a38d34687e9d944140042762ca9fca6276




On Saturday, October 22, 2016 at 2:54:00 PM UTC-7, Ragav Venkatesan wrote:
>
> I updated and I'm getting some weird errors. With Cuda backend, 
> convolutions only run on CPU and with libgpuarray backend GPUs only run at 
> about 35% util. 
>
>
>

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