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#11
That will cause immediate problems if this is being seen on a brand new build or you added additional memory in lately. You didn't fill out your system specs or provide that information that might be a help here in solving the problem.
Note that problems with power supplies while most of the draw is seen during the post tests can also play a role. If the board is a year old+ you may have to replace the battery on it as another possible cause. Once a battery becomes weak you will tend to see sudden restarts out of the clear blue! Eventually you will press the power button one day and then see nothing! when a battery goes completely.
These are some other things to consider before assuming any hardware fault being realized.