aIbrahiim commented on issue #30644:
URL: https://github.com/apache/beam/issues/30644#issuecomment-4281799789

   Based on my investigation, I found that the failure is caused by GPU runtime 
availability on Dataflow workers and from Dataflow worker logs, the repeated 
error is:
   
   RuntimeError: Found no NVIDIA driver on your system. Please check that you 
have an NVIDIA GPU and installed a driver
   
   The traceback shows failure during PyTorch CUDA initialization 
(torch._C._cuda_init()), inside Beam inference execution 
(apache_beam/ml/inference/pytorch_inference.py).
   
   I also observed quota related signals in the same run window (T4 GPU quota 
pressure in us-central1)
   
   CC: @damccorm  @Abacn @Amar3tto  


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