Computer freezing abnormally

My PC turns on properly without any errors but after some period a white or pink screen starts blinking on monitor and after some time monitor's power led starts blinking. And doesn't manual restart immediately. But after waiting for 5-10 min it again starts normally but again after starting in some time same problem occurs.
 
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