Cuda 8 nnet2 Error With Multiple GPUs - Unable to Get a GPU - Google Groups:
On NVidia 7.5 I noticed that nvidia-smi -c 3 did not work very well for me, but nvidia-smi -c 1 gave a deprecated warning but worked.
Worth a try before downgrading.
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