yeandy opened a new issue, #22811:
URL: https://github.com/apache/beam/issues/22811

   ### What happened?
   
   CUDA OOM error has been observed during PyTorch RunInference.
   ```
   CUDA out of memory. Tried to allocate 16.00 MiB (GPU 0; 39.59 GiB total 
capacity; 666.60 MiB already allocated; 13.19 MiB free; 682.00 MiB reserved in 
total by PyTorch) If reserved memory is >> allocated memory try setting 
max_split_size_mb to avoid fragmentation.  See documentation for Memory 
Management and PYTORCH_CUDA_ALLOC_CONF.
   ```
   
   ### Issue Priority
   
   Priority: 2
   
   ### Issue Component
   
   Component: sdk-py-core


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