GCP GPU is not detected in Keras

Question

I'm running the UNet Keras model on a GCP instance with one NVIDIA Tesla P4GPU. But it does not detect the GPU. Instead it runs on the CPU. p.s. I installed drivers & tensorflow-gpu buy it wont work. How to fix this issue?

I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:156] kernel driver does not appear to be running on this host (instance-1): /proc/driver/nvidia/version does not exist
Num GPUs Available:  0

The error message contains your answer, is the nvidia kernel driver loaded? — Dr. Snoopy, Dec 24 '19 at 19:10
Also you need a version of Tensorflow that support GPU. [Refer to this](https://stackoverflow.com/questions/45662253/can-i-run-keras-model-on-gpu) — Wilfred L., Dec 25 '19 at 03:08

score 1 · Answer 1 · answered Dec 27 '19 at 21:07

1

You need to first install the driver. Follow this instruction

answered Dec 27 '19 at 21:07

Wilfred L.

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GCP GPU is not detected in Keras

1 Answers1