BIG IP does not find the boot device after power off on VMWare Workstation Pro

Hello Everyone,

I have installed BIG IP version 15.1.0.0-0.0.31 on VMWare Workstation Pro 15.5.2 build-15785246, the installation went fine and I was able to complete the setup utility without any problems. Also took the snapshot of VM and save the configuration in an archive file followed by powering it off. Now when I am powering it on again, it comes with a below error message :

"No boot filename received. Exiting Intel PXE ROM"

Looks like the BIG IP VM is not able to find any OS to load after the reboot, does anyone know what could be reason behind this.