Solutions
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miki's post in I Need Help - Unraid boot failure was marked as the answerI was able to resolve the issue.
The root cause was related to CPU C-states on my AMD platform. After disabling CPU C-states in the BIOS, Unraid boots normally without any failure.
Thanks everyone for the help!