Thank you Fred, that was indeed the issue. After correcting CUDA_VISIBLE_DEVICES, I now get this error:
>>> import theano Using gpu device 0: GeForce GTX 1080 (CNMeM is disabled, cuDNN 5110) /nas/longleaf/apps/python/3.5.1/lib/python3.5/site-packages/theano/sandbox/cuda/__init__.py:600: UserWarning: Your cuDNN version is more recent than the one Theano officially supports. If you see any problems, try updating Theano or downgrading cuDNN to version 5. warnings.warn(warn) >>> I have cuDNN 5.1.10, is it saying I have to have 5.0? Do I have to use the bleeding-edge version of Theano for 5.1.10? I'd rather use stable version. On Friday, February 10, 2017 at 1:19:15 PM UTC-5, nouiz wrote: > > Sometimes, the system make the device not usable by the user by changing > the permission or cgroup or the env variable: CUDA_VISIBLE_DEVICES > > Can you check that you can run the cuda example? To make sure if the > problem is in your config (what I think). > > Fred > > On Fri, Feb 10, 2017 at 8:49 AM Michael Waldron <mhwald...@gmail.com > <javascript:>> wrote: > >> I have installed the latest stable theano using 'pip install theano', >> however it cannot see the gpus on my system. >> >> >>> import theano >> WARNING (theano.sandbox.cuda): CUDA is installed, but device gpu is not >> available (error: Unable to get the number of gpus available: no >> CUDA-capable device is detected) >> >>> >> >> $ echo $THEANO_FLAGS >> cuda.root=/usr/local/cuda,device=gpu,floatX=float32 >> >> I have tried using both Python 2.7.12 and 3.5.1, same result. >> OS RHEL 7 >> CUDA 8 is installed and the OS sees the gpus. >> >> $ nvcc -V >> nvcc: NVIDIA (R) Cuda compiler driver >> Copyright (c) 2005-2016 NVIDIA Corporation >> Built on Sun_Sep__4_22:14:01_CDT_2016 >> Cuda compilation tools, release 8.0, V8.0.44 >> >> $ nvidia-smi >> Fri Feb 10 08:33:46 2017 >> >> +-----------------------------------------------------------------------------+ >> | NVIDIA-SMI 367.48 Driver Version: 367.48 >> | >> >> |-------------------------------+----------------------+----------------------+ >> | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. >> ECC | >> | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util >> Compute M. | >> >> |===============================+======================+======================| >> | 0 GeForce GTX 1080 Off | 0000:04:00.0 Off | >> N/A | >> | 27% 28C P0 37W / 180W | 0MiB / 8113MiB | 0% >> Default | >> >> +-------------------------------+----------------------+----------------------+ >> | 1 GeForce GTX 1080 Off | 0000:05:00.0 Off | >> N/A | >> | 27% 29C P0 39W / 180W | 0MiB / 8113MiB | 0% >> Default | >> >> +-------------------------------+----------------------+----------------------+ >> | 2 GeForce GTX 1080 Off | 0000:08:00.0 Off | >> N/A | >> | 27% 29C P0 39W / 180W | 0MiB / 8113MiB | 0% >> Default | >> >> +-------------------------------+----------------------+----------------------+ >> | 3 GeForce GTX 1080 Off | 0000:09:00.0 Off | >> N/A | >> | 27% 28C P0 39W / 180W | 0MiB / 8113MiB | 0% >> Default | >> >> +-------------------------------+----------------------+----------------------+ >> | 4 GeForce GTX 1080 Off | 0000:85:00.0 Off | >> N/A | >> | 27% 29C P0 39W / 180W | 0MiB / 8113MiB | 0% >> Default | >> >> +-------------------------------+----------------------+----------------------+ >> | 5 GeForce GTX 1080 Off | 0000:86:00.0 Off | >> N/A | >> | 27% 29C P0 39W / 180W | 0MiB / 8113MiB | 0% >> Default | >> >> +-------------------------------+----------------------+----------------------+ >> | 6 GeForce GTX 1080 Off | 0000:89:00.0 Off | >> N/A | >> | 27% 27C P0 39W / 180W | 0MiB / 8113MiB | 0% >> Default | >> >> +-------------------------------+----------------------+----------------------+ >> | 7 GeForce GTX 1080 Off | 0000:8A:00.0 Off | >> N/A | >> | 27% 28C P0 39W / 180W | 0MiB / 8113MiB | 0% >> Default | >> >> +-------------------------------+----------------------+----------------------+ >> >> >> >> +-----------------------------------------------------------------------------+ >> | Processes: GPU >> Memory | >> | GPU PID Type Process name Usage >> | >> >> |=============================================================================| >> | No running processes found >> | >> >> +-----------------------------------------------------------------------------+ >> >> Any assistance would be appreciated. >> >> >> -- >> >> --- >> You received this message because you are subscribed to the Google Groups >> "theano-users" group. >> To unsubscribe from this group and stop receiving emails from it, send an >> email to theano-users...@googlegroups.com <javascript:>. >> For more options, visit https://groups.google.com/d/optout. >> > -- --- You received this message because you are subscribed to the Google Groups "theano-users" group. To unsubscribe from this group and stop receiving emails from it, send an email to theano-users+unsubscr...@googlegroups.com. For more options, visit https://groups.google.com/d/optout.
