I flashed the BIOS with a clip on programmer and it didn't change anything. I wasn't able to flash the BMC using the clip on style programmer. I think this was because I had to power the board in order for the programmer to not throw a overcurrent error since the chip's circuit powers other devices on the board. Because of this, the BMC was technically powered on reading from memory. This prevented me from flashing it. I don't have a soldering kit to be able to desolder a 16 pin chip so I decided to leave it. If flashing the BIOS didn't do anything, I don't think flashing the BMC will either since it's not needed to POST.
I unplugged everything and took the motherboard out of the case. I inspected it with a flashlight for the 10th time and I finally found what I think to be the culprit. There is a missing component on the motherboard. I can see the broken solder joints. It's near the CPU power delivery so I don't think the CPU is getting power. My guess is since EPYC uses a built in chipset (SoC), without CPU power, pretty much nothing happens outside of the BMC. I took a screenshot of the picture of the motherboard in the manual and circled the component that broke off. You can see in the picture of my motherboard where the component is clearly broken off and missing. Any idea what component broke off and its function? I can see it says R10 on it and there are multiple soldered on the board.