Hello and THANK YOU for choosing JUSTANSWER.com
Okay, so you are trying to INSTALL Windows 10, from a USB drive, on a BRAND NEW Hard Drive.....that about correct?
So, you have selected the USB as the primary boot device within BIOS .....that is good!....atleast you know about this!
Secondly, WHO made the USB drive? Did you DL the Win10 ISO file, and then CREATE the USB drive?
Did you make the USB drive BOOTABLE? Using a boot program? like UNETBOOTIN?
If not, you need to do this!
You can check this, by inserting the USB drive into a different computer, and if it tries to AUTO load and auto install, then the USB drive was done correctly. and you have a different problem.