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I cannot get Face Processing to keep running, there seems to be no error it just stops for no reason. If I reboot the PC it runs for a few hours then does the same. I am using my GPU and Object Detection (YOLOv5 6.2). This runs with no issues at all.

What I have tried:

Removed and Re-insalled, Rebooted.
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As per your problem statement, it may be consuming a significant amount of resources, leading to the system stopping it when memory or GPU resources get overloaded. 
The best way to diagnose this issue, monitor your system's GPU, CPU, and RAM usage during the process. If resources are maxing out, consider optimizing the process or upgrading the hardware.
 
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