Most failures for electronic devices occur in the first 20-30 hours of use. Then you have a long period stretching over years before there is an 'end of life' bunch of failures. SO, video card
MAY be the issue.
Rethink your approach.... IF the CPU you just installed was on the QVL (Qualified Vendor List - look up in 'support' at page for motherboard model at motherboard maker's website) and did NOT require an updated BIOS to run, it seems prior diagnosis was wrong.
I suggest you consider a more thorough troubleshooting..
http://www.computerhope.com/basic.htm
When I encounter problems like yours, I download manuals for motherboard and video card, check QVL, remove everything from case, rebuild on bench top - first with both RAM and video card removed to be sure I get beep codes (
http://www.computerhope.com/beep.htm ) - then adding back RAM, then video card, etc, etc to make sure I have viable basic operation.
Need details to proceed (motherboard tells you BIOS version tells you beep codes meaning, etc). We are glad to help, but need those details (OS, motherboard maker/model/version, video card model, CPU, PSU model, etc PLUS details about your steps taken and results in troubleshooting).
Good luck.