Hi,
==> General
I have a ROG laptop.
It uses GeForce RTX 2070.
I use the GPU for mainly ML programming using Tensorflow-GPU and Anaconda.
==> Problem
I was using TensorFlow-GPU a month back and everything was working properly.
Then an update came for the GPU drivers then my Tensorflow-GPU stopped working.
My CUDA got updated to 11.3 with the latest update for gaming drivers from GeForce Experience.
==> Troubleshooting and Problem
My GPU got stuck at 300 Mhz.
So I re-installed all my drivers and set the GPU to work with maximum performance.
Now GPU is stuck at 1215 Mhz.
I reinstalled Anaconda and Tensorflow-GPU, but tf.config.list_physical_devices(‘GPU’) still returns an empty list.
==> Questions
- My GPU seems to be stuck at 1215 Mhz with a Memory Clock of 7000 Mhz, most of the time the GPU utilization is at 0%, and only sometimes there is a spike in GPU usage. Does that mean my GPU is working properly?
- How can I fix the Tensorflow-GPU issue I am facing.