KevinGG commented on PR #23271:
URL: https://github.com/apache/beam/pull/23271#issuecomment-1249701229

   Ran a RunInference example for 50,000 images with 40 n1-highmem-8 workers at 
100 parallelism, finished in less than 5 minutes:
   
![parallelism](https://user-images.githubusercontent.com/4423149/190707684-4a7d1d15-8f56-4e58-8746-23dbbfd009f1.png).


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