[Docs] Update RunningOnGPUs.md

[mtfishman]

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[codecov-commenter]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 44.14%. Comparing base (82cfd76) to head (ce33b2a).
Report is 10 commits behind head on main.

❗ Current head ce33b2a differs from pull request most recent head eaf8cb4

Please upload reports for the commit eaf8cb4 to get more accurate results.

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Additional details and impacted files

@@             Coverage Diff             @@
##             main    #1499       +/-   ##
===========================================
- Coverage   78.05%   44.14%   -33.92%     
===========================================
  Files         148      144        -4     
  Lines        9679     9374      -305     
===========================================
- Hits         7555     4138     -3417     
- Misses       2124     5236     +3112     

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