I’ve tried running Tensorflow-gpu on my Paperspace instance where I installed Fast.AI but got error messages each time. Can’t remember what they were but I later found out that it’s because I’m running CUDA 9.1 but the latest Tensorflow (1.6) still will only run on CUDA 9.0.
Is there any way I can get both Fast.AI AND Tensorflow to run on the same Paperspace instance, perhaps by installing both CUDA 9.1 and 9.0?
How did you install tensorflow-gpu on paperspace? conda install? compiled from source? pip install? I guess the fastai venv/paperspace machine is using conda python. You can do a quick check which python env your system is using. If its conda python, then I guess installing tensorflow-gpu from conda would solve the problem. Again, it would be much more helpful if you can provide screenshots/exact errors.
Just a quick update: There’s a new version of our ML in a Box template that includes CUDA 9. It’s based on a slightly newer version of TensorFlow (1.7) but hopefully that shouldn’t be a problem. We won’t be updating the Fast.ai template yet as Jeremy manages it but you can use his script to pull down the Fast.ai requirements into the ML in a Box template.