To clarify, when I used default settings on USB creator and left the server booting through BIOS and told it to boot to the USB drive nothing would happen. The screen would show the last command from the BIOS follow by an empty cursor like it was waiting.
So, I tried configuring the USB for UEFI, and changed my boot to UEFI instead of BIOS and that is where I would get the error "Failed to allocate memory" and even trying to run the memory check it would show the same "failed to allocate memory" error.
I did validate that when I use another computer the USB would boot to the Unraid setup so it seemed to be something with my server. I spend a few days figuring out how to upgrade my BIOS which didn't change my results. After finding the article above, I did try replacing the syslinux folder on the USB as well but that did not work either and I am a little past my knowledge on that one. I also tried using BETA release, removing memory down to one stick, but I also ran memcheck on CentOS and it came back good.