If the BIOS came with version F41 preinstalled from the manufacturer, not the retailer (Because sometimes sellers will do this themselves, and there is no guarantee it's been done correctly), then it should be right and I'd try updating to version F42d, or try going back to F31. You actually might want to contact Gigabyte on this, because with the version you have installed it should be working unless the BIOS update sequence was not followed according to what is listed on the motherboard product page.
First though, I pull the CPU back out and make ABSOLUTELY certain there are no bent pins on the CPU.
Then, I'd do this, or you can try this FIRST, and if it doesn't work, THEN pull it apart to check for bent pins. Even if you think "well, that won't work", try it. You might be surprised. I could link you to many threads where it worked like magic for somebody who had tried everything including a CMOS reset using the jumper pins, and had no success.
BIOS Hard Reset procedure
Power off the unit, switch the PSU off and unplug the PSU cord from either the wall or the power supply.
Remove the motherboard CMOS battery for five minutes. In some cases it may be necessary to remove the graphics card to access the CMOS battery.
During that five minutes, press the power button on the case for 30 seconds. After the five minutes is up, reinstall the CMOS battery making sure to insert it with the correct side up just as it came out.
If you had to remove the graphics card you can now reinstall it, but remember to reconnect your power cables if there were any attached to it as well as your display cable.
Now, plug the power supply cable back in, switch the PSU back on and power up the system. It should display the POST screen and the options to enter CMOS/BIOS setup. Enter the bios setup program and reconfigure the boot settings for either the Windows boot manager or for legacy systems, the drive your OS is installed on if necessary.
Save settings and exit. If the system will POST and boot then you can move forward from there including going back into the bios and configuring any other custom settings you may need to configure such as Memory XMP profile settings, custom fan profile settings or other specific settings you may have previously had configured that were wiped out by resetting the CMOS.
In some cases it may be necessary when you go into the BIOS after a reset, to load the Optimal default or Default values and then save settings, to actually get the hardware tables to reset in the boot manager.
It is probably also worth mentioning that for anything that might require an attempt to DO a hard reset in the first place, it is a GOOD IDEA to try a different type of display as many systems will not work properly for some reason with displayport configurations. It is worth trying HDMI if you are having no display or lack of visual ability to enter the BIOS, or no signal messages.