Using GPUs with TF

George Stoica gis at andrew.cmu.edu
Fri Aug 16 17:02:26 EDT 2019


Thanks for the suggestion!

Unfortunately, installing it in a conda environment doesn't appear be
solving the problem. I still receive the following issues:

[image: Screen Shot 2019-08-16 at 1.58.23 PM.png]
[image: Screen Shot 2019-08-16 at 1.58.34 PM.png]
Which suggest that the gpu is not accessible still. Interestingly however,
it appears that all gpus are visible as running tf.test.is_gpu_available()
displays all 4 gpus.

Is there anything else that you had to do when installing tensorflow-gpu to
get it working properly?

Thanks!
George

On Fri, Aug 16, 2019 at 1:07 PM Chufan Gao <chufang at andrew.cmu.edu> wrote:

> Hi George,
>
> I ran into this issue previously, and a workaround is to simply install TF
> via conda, as it automatically configures it so that it works with your
> cuda version.
>
> https://docs.conda.io/en/latest/miniconda.html
>
> Sincerely,
> Chufan Gao
>
> On Aug 16, 2019, at 16:04, George Stoica <gis at andrew.cmu.edu> wrote:
>
> Hi All,
>
> I hope everything is well.
>
> I am unable to utilize the gpu's when running any version of
> tensorflow-gpu. From online it appears that the problem may be due
> tensorflow not yet having support for Cuda 10.1, which is on every gpu I
> have access to. I was wondering if anyone is able to utilize the gpus with
> tensorflow and if so how are you able?
>
>
> Thanks very much!
> George
>
>
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